tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=29
objective=regression
feature_names=B01_mean B02_mean B03_mean B04_mean B05_mean B06_mean B07_mean B08_mean B09_mean B11_mean B12_mean B8A_mean WVP_mean AOT_mean percent_water green95th green5th green_red_ratio green_blue_ratio red_blue_ratio green95th_blue_ratio green5th_blue_ratio NDVI_B04 NDVI_B05 NDVI_B06 NDVI_B07 AOT_range month days_before_sample land_cover
feature_infos=[15.594890510948906:1252.3636363636363] [67.037579319029163:1538.282643312102] [84.510080339548281:1769.4327323162274] [35.45313523744813:1822.8014545454546] [21.277387524961824:1583.4749999999999] [7.8331476943640013:1419.2490450725745] [14.388888888888889:1434.6892177589853] [24.61488077669415:3000.0799001248438] [14.831098615916956:3550.5] [30.183052125553775:1118.3977850750114] [28.586890547263682:960.95206019782756] [7.4465793448386854:1300.0372836218376] [275.72854301955192:4324.7217098931624] [58.524590163934427:345.57674138104335] [2.3795359904818562e-05:1] [122:3628] [1:979.10000000000002] [0.78860792410364022:2.4795371297553248] [0.58169777812201529:2.3130811415881953] [0.2457410069834273:2.2340025351257244] [0.74634309037760205:5.7120267339545814] [0.033739755446961582:1.7321480169659089] [-0.49234558554022478:0.46801715698574536] [-0.49320147155117838:0.87061948012155033] [-0.11361036705040899:0.91848665842770194] [-0.1435088179006124:0.89612182315373801] [0:52] [1:12] [0:30] [10:210]
tree_sizes=2663 2777 2761 2767 2789 2776 2787 2766 2798 2778 2785 2770 2769 2752 2765 2763 2797 2775 2798 2767 2765 2792 2781 2784 2766 2796 2801 2782 2785 2808 2782 2809 2786 2790 2798 2783 2797 2767 2802 2772 2799 2763 2804 2792 2796 2774 2759 2801 2783 2793 2801 2781 2766 2785 2766 2771 2772 2774 2783 2799 2785 2769 2790 2775 2771 2808 2755 2765 2770 2752 2780 2762 2793 2778 2754 2778 2790 2769 2774 2763 2792 2791 2754 2773 2778 2771 2763 2801 2754 2800 2785 2783 2761 2784 2753 2793 2799 2759 2803 2800 2789 2781 2781 2775 2774 2767 2786 2777 2770 2799 2804 2740 2806 2804 2792 2805 2776 2770 2775 2781 2816 2780 2777 2798 2797 2793 2771 2772 2798 2745 2786 2772

Tree=0
num_leaves=31
num_cat=0
split_feature=29 18 29 13 18 12 8 24 26 23 19 12 21 3 25 3 12 18 18 25 0 15 21 13 25 18 19 3 18 26
split_gain=8417.45 1889.88 1322.29 840.965 874.86 484.409 351.653 271.82 244.672 396.531 228.475 204.433 207.458 196.062 177.844 182.527 166.601 154.82 143.408 226.908 121.948 121.083 131.144 118.676 114.413 114.246 112.378 110.387 101.534 98.221
threshold=20.500000000000004 0.91769193038221819 95.000000000000014 71.926511870015446 1.2013526810024637 2264.1664494590591 1460.7214700193426 0.73502214219851225 1.0000000180025095e-35 -0.015971282749081283 1.5610945587235003 1618.2031473774155 1.0575123964472606 1252.5992688606759 0.27994716509820244 165.66634951302217 3625.3232485905032 0.79236046227810675 1.1812568750095813 0.30446407939403575 397.79740939625702 3627.7500000000005 0.56073259386078944 75.639147867722926 -0.046020058658835412 1.6362107361656737 0.86084701770159688 1259.7728541947633 1.4389173533602653 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 17 6 7 21 18 11 20 9 -6 13 24 -13 14 15 -10 27 -2 19 -1 25 22 26 -24 -3 -4 -5 -8 -16 -29
right_child=1 2 3 4 8 -7 16 -9 10 -11 -12 12 -14 -15 28 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=11.142640818355829 10.295584919325224 10.792485612671781 10.6357544997038 10.435233228708798 10.804360768464926 10.800666752866173 10.593547090742888 10.553591759014909 10.570677247388158 11.071830403507107 10.639970737884585 10.696763319899453 10.899595585688935 11.055560274710652 10.678940462936557 10.851430782469942 10.724617213033524 10.502026791773952 11.135353763806368 10.707796230470631 10.857421241108906 10.915897643045081 10.492056882039204 10.741913632263138 10.601623258319552 10.789550213537455 10.660518702924117 10.638281780513365 10.894075550028511 10.469207801419969
leaf_weight=28 111 35 188 24 115 52 367 213 24 107 68 347 59 37 117 659 69 54 512 21 43 25 20 384 306 65 286 43 27 171
leaf_count=28 111 35 188 24 115 52 367 213 24 107 68 347 59 37 117 659 69 54 512 21 43 25 20 384 306 65 286 43 27 171
internal_value=10.7478 10.6945 10.7089 10.7538 10.7845 11.0926 10.6315 10.6397 10.8389 10.9333 10.8165 10.6783 10.7262 10.8303 10.8203 10.8416 10.5777 10.3631 11.1197 10.9563 10.7017 10.6996 10.692 10.7295 10.6212 10.6753 10.6431 10.5603 10.7193 10.5032
internal_weight=0 3964 3799 2402 1893 613 1397 509 1154 222 932 747 406 864 827 683 650 165 561 49 296 739 714 404 341 253 310 581 144 214
internal_count=4577 3964 3799 2402 1893 613 1397 509 1154 222 932 747 406 864 827 683 650 165 561 49 296 739 714 404 341 253 310 581 144 214
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=29 18 29 4 10 27 18 7 18 22 9 22 25 22 19 23 18 16 21 28 19 22 4 21 26 4 16 26 25 23
split_gain=6818.13 1531.87 1014.46 530.629 573.318 461.248 401.922 352.812 331.078 209.54 201.789 197.488 179.646 223.191 166.305 154.869 134.261 132.567 148.261 128.843 125.471 120.608 119.249 117.845 97.0581 95.5553 122.383 152.36 137.841 94.7422
threshold=20.500000000000004 0.83827265713365284 95.000000000000014 283.45863432050919 217.63418430884187 5.5000000000000009 1.1812568750095813 2009.0643038695528 1.2058894490366299 -0.17916581127425971 233.99724383916995 0.17619455888596822 0.28869168570843329 0.061094723112398976 1.162698241802542 -0.20367336092911847 1.0991243591587196 350.42500000000007 1.0575123964472606 5.5000000000000009 1.5354157697429331 0.24544269648650716 181.7736564250304 0.38655565537837694 1.0000000180025095e-35 511.27381941808966 419.9500000000001 4.5000000000000009 0.0099451057563208021 0.72335511200250391
decision_type=2 2 2 2 2 2 2 2 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 5 4 10 -3 -5 17 11 15 16 -1 13 25 -14 20 -4 -7 -19 -16 -8 -21 -12 -13 -9 26 27 -11 -28 -6
right_child=1 2 3 6 29 7 9 24 -10 12 22 23 14 -15 19 -17 -18 18 -20 21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.27936341224009531 -0.38694289598926224 -0.18621125626596358 -0.16002985649928914 -0.037786895153112711 0.12143836952745915 -0.062008634871811769 0.041028850189970822 -0.063186005449720792 0.34435548037511876 0.016457325176514211 -0.0065279763085501546 -0.13482196137860969 -0.14521966238971801 0.24472149668106191 0.19756759604295859 -0.26838585102841972 -0.031878388844216614 -0.015919985367551622 0.17550615308419715 0.12187319293854729 -0.16789194787005812 -0.058120829738922179 -0.20974786418856994 0.16972452128926915 -0.23854686810275705 0.13692173644618577 0.046178633522242309 0.21557654074751414 -0.22786459401249887 0.38653423511064972
leaf_weight=57 129 462 101 524 28 545 223 42 505 94 35 27 48 120 52 21 429 171 53 63 33 91 165 24 127 238 50 65 29 26
leaf_count=57 129 462 101 524 28 545 223 42 505 94 35 27 48 120 52 21 429 171 53 63 33 91 165 24 127 238 50 65 29 26
internal_value=0 -0.0479961 -0.0365947 0.00240381 -0.0653387 -0.104424 0.0345723 -0.0641412 0.310369 0.0682158 -0.0885969 0.151453 0.0928309 0.122843 0.0224094 -0.00731806 -0.0562997 -0.0353904 0.0293728 0.0614686 0.0140977 0.0155131 -0.174184 0.00849403 -0.194966 0.092117 0.0473123 0.0978583 -0.0544195 0.249077
internal_weight=0 3964 3835 2435 784 1400 1651 938 613 1127 730 108 850 596 254 277 530 769 224 206 256 154 200 51 169 476 238 159 79 54
internal_count=4577 3964 3835 2435 784 1400 1651 938 613 1127 730 108 850 596 254 277 530 769 224 206 256 154 200 51 169 476 238 159 79 54
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=31
num_cat=0
split_feature=29 14 29 14 10 14 18 6 18 16 25 8 2 16 6 10 3 26 23 10 4 7 15 6 15 15 20 26 6 25
split_gain=5522.69 1591.85 919.707 445.181 400.464 370.111 296.371 278.619 268.174 207.716 168.096 156.819 142.158 114.278 114.184 111.504 110.927 124.37 104.427 103.339 137.911 137.288 98.8979 91.5197 88.8262 88.1247 130.759 119.381 91.1821 88.3626
threshold=20.500000000000004 0.86229221274204793 95.000000000000014 0.00031009786424980465 221.91408714066867 0.0049091580890513265 1.1639097469362636 217.14483750212696 1.2058894490366299 127.07500000000002 0.30446407939403575 2204.3397727272732 1369.706444170643 489.40000000000003 402.46253427174321 180.26863635407497 386.61351659518033 1.0000000180025095e-35 -0.028227499095742865 150.5413285293574 229.71619261198524 2048.0633839745901 908.3999999999993 436.065870933893 2939.5999999999999 1188.0500000000002 2.380737477554669 7.5000000000000009 784.00667480276377 0.022121507657664668
decision_type=2 2 2 2 2 2 2 2 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 5 4 -4 19 18 -8 10 -9 -1 -6 -12 -7 16 -15 -11 22 -5 21 -21 -2 -18 -22 -20 29 27 28 -27 -16
right_child=1 -3 3 6 11 13 7 9 -10 14 12 -13 -14 15 25 -17 17 -19 24 20 23 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.28392275871502032 -0.06246337706189109 -0.33894976103014646 -0.14623946569967572 0.025867703519197129 -0.033316629920154814 -0.059243085590477418 -0.01659609338374024 0.37270547566206558 0.30991993529961842 0.090061954377383444 -0.12667912693383795 0.34236561882495886 0.1740929950564874 0.20798992604920358 0.11661918075763592 -0.028843162786215543 -0.024475567856872524 -0.031188176586761956 -0.082721988948542935 -0.36009935438632967 -0.1000970926704043 -0.18689353035500386 0.22449684381867066 -0.2206588446652448 0.12925439391817367 -0.037017044600318461 0.15162574486785579 -0.16163149839525837 0.16195246045078551 0.26884178392913033
leaf_weight=45 219 174 277 165 20 654 475 23 505 238 30 25 33 33 223 50 27 258 337 42 118 149 39 135 21 51 87 36 42 46
leaf_count=45 219 174 277 165 20 654 475 23 505 238 30 25 33 33 223 50 27 258 337 42 118 149 39 135 21 51 87 36 42 46
internal_value=0 -0.0431965 -0.0296183 0.00808416 -0.10129 -0.0939819 0.0251144 0.0471401 0.279332 0.0754342 0.136308 0.175396 0.0308682 -0.045215 0.0689039 0.0653194 0.0382255 0.000148108 -0.0399518 -0.148192 -0.192287 -0.112844 0.122644 -0.164428 -0.0702876 0.104453 0.0568835 -0.0070124 0.0528402 0.14265
internal_weight=0 3964 3790 2390 322 1400 2068 1545 613 1070 108 45 63 737 1047 83 562 324 523 663 295 368 66 253 358 485 216 129 93 269
internal_count=4577 3964 3790 2390 322 1400 2068 1545 613 1070 108 45 63 737 1047 83 562 324 523 663 295 368 66 253 358 485 216 129 93 269
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=31
num_cat=0
split_feature=29 14 27 13 18 16 12 14 9 26 13 14 27 4 16 14 27 26 18 25 12 25 12 13 27 25 28 5 16 1
split_gain=4473.38 1289.4 769.461 442.561 540.876 354.603 318.234 230.837 174.061 169.2 281.781 168.389 139.048 137.65 118.998 119.441 118.97 118.59 113.044 144.174 112.034 99.2064 96.0149 113.18 105.407 125.153 88.5519 79.9209 79.8623 79.4265
threshold=20.500000000000004 0.86229221274204793 5.5000000000000009 73.643279876990036 1.2114227997455316 115.27500000000002 2591.0696433661551 0.00031497769575618127 282.47643170579022 1.0000000180025095e-35 95.973357255835211 0.049280190362879249 9.5000000000000018 303.35007470926564 238.50000000000003 0.00014038110433485737 5.5000000000000009 8.5000000000000018 1.1812568750095813 0.30446407939403575 401.10993491588687 0.05357151089959495 3451.4675372308188 212.83095998784509 6.5000000000000009 0.018137447064423187 7.5000000000000009 258.83398357130341 91.100000000000009 1490.5058707992491
decision_type=2 2 2 2 2 2 2 2 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 5 7 12 -2 18 -4 22 10 11 -7 14 -10 -5 -16 -3 -14 19 -1 -11 -22 24 27 25 -6 -27 -24 -26 -17
right_child=1 16 3 4 8 9 -8 -9 13 20 -12 -13 17 -15 15 29 -18 -19 -20 -21 21 -23 23 -25 28 26 -28 -29 -30 -31
leaf_value=0.30215534917239489 0.23640635271867116 -0.40005629634857176 -0.16007184391078866 -0.098495694033868875 0.05403128210177173 -0.17636528123871653 -0.037056884542107586 -0.032899448948246972 0.33225511573255062 -0.29831952289923241 0.22880366320411363 0.083209825850821831 -0.065980429803171467 0.11299178708132412 -0.12335262050558078 0.0027468989957800788 -0.23308395497275122 -0.37375641927300468 0.28461507819845638 -0.0056917357218480907 -0.063171372178645033 -0.1439986009647449 -0.10535249561071397 -0.20835918712119264 -0.095351174256155413 -0.30459074157882826 -0.013855777066200973 0.12473245327257448 0.083827961291631933 0.20042571624120079
leaf_weight=29 30 75 193 166 67 77 36 548 32 38 36 37 31 272 76 633 99 21 516 32 207 570 26 30 26 22 20 36 575 21
leaf_count=29 30 75 193 166 67 77 36 548 32 38 36 37 31 272 76 633 99 21 516 32 207 570 26 30 26 22 20 36 575 21
internal_value=0 -0.0388768 -0.0266565 0.00022751 0.0241279 -0.102175 0.251399 -0.0660226 0.0716368 -0.112701 -0.0150962 -0.0921172 -0.0312992 0.136072 -0.0220729 -0.00469462 -0.305055 -0.190275 0.269396 0.140662 -0.130665 -0.122465 0.0472124 -0.0489084 0.0596675 -0.0308075 -0.166146 0.0282452 0.0760765 0.00909438
internal_weight=0 3964 3790 2795 2054 995 613 741 1106 965 150 114 948 304 896 730 174 52 577 61 815 777 802 92 710 109 42 62 601 654
internal_count=4577 3964 3790 2795 2054 995 613 741 1106 965 150 114 948 304 896 730 174 52 577 61 815 777 802 92 710 109 42 62 601 654
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=31
num_cat=0
split_feature=10 26 19 19 22 23 27 27 21 19 19 12 19 19 21 4 22 21 22 22 8 15 27 25 19 21 19 12 28 22
split_gain=1198.97 771.041 692.869 390.108 369.717 336.269 310.65 307.989 285.373 271.159 204.985 178.287 188.555 164.537 272.118 162.796 156.397 143.598 140.599 135.718 130.374 125.578 124.77 112.688 102.11 146.196 99.2524 109.68 98.6167 87.2654
threshold=175.4398106435107 1.0000000180025095e-35 0.57865324056598066 0.89742017612045955 0.39555220148192882 0.6588699896138005 6.5000000000000009 6.5000000000000009 0.43891344008337024 1.151515090142198 1.2697420047565167 524.01973711776759 1.2340026368329382 1.162698241802542 0.58708044393864067 192.3666666666667 0.12562106469568005 1.2440272933072978 -0.065941307170268929 0.31139191315746961 1670.8324724904562 1188.0500000000002 5.5000000000000009 -0.048444928326094185 1.3551026412484892 1.1258347021341935 1.0771969722056018 1630.9369176055577 1.0000000180025095e-35 0.32560743462697422
decision_type=2 2 2 2 2 2 2 2 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 22 -2 9 6 8 11 10 20 -4 -3 16 14 21 -8 26 29 -15 -20 -5 -9 -1 -10 28 -26 27 -13 -25 -17
right_child=1 7 5 4 -6 -7 15 13 23 -11 -12 12 -14 18 -16 17 -18 -19 19 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.35832550919972933 -0.15730542469965786 -0.26550134258164515 -0.080025197863578812 0.14333048384807384 -0.078091927956051702 -0.09847416910432423 -0.069668651354823904 0.13887553953606149 0.025778491352055524 0.25289013329726545 0.33914190615926471 -0.14283304088868393 0.089483510296503532 -0.065794851187745043 0.089228136565045746 0.022129245138167469 -0.12742466939068059 0.10543762176799087 0.20684188536578607 -0.040049555324591125 -0.068580969505839875 -0.11461758709727572 -0.17231757083424815 -0.32256795132160188 0.050435529899182201 -0.20886696139971417 0.067044851928949364 0.0049515775048193785 -0.11724882790163815 -0.095537664949455689
leaf_weight=65 38 31 20 150 53 572 190 23 74 335 28 78 126 29 281 862 164 208 155 26 36 130 81 25 79 30 115 141 364 68
leaf_count=65 38 31 20 150 53 572 190 23 74 335 28 78 126 29 281 862 164 208 155 26 36 130 81 25 79 30 115 141 364 68
internal_value=0 0.0604524 -0.0433325 0.152994 0.173537 -0.0310618 -0.0112672 0.0168531 -0.0697118 0.199134 0.164489 -0.0314289 -0.0198003 0.0659598 0.0307994 0.0160187 -0.0474504 0.030325 0.138625 0.171377 0.102315 -0.0765108 -0.255129 -0.089365 -0.106475 -0.0209321 -0.00818158 -0.047684 -0.130444 0.0135256
internal_weight=0 1911 2666 612 574 2520 1948 1299 620 521 48 655 624 644 434 1328 498 1138 210 181 186 153 146 572 498 109 334 219 389 930
internal_count=4577 1911 2666 612 574 2520 1948 1299 620 521 48 655 624 644 434 1328 498 1138 210 181 186 153 146 572 498 109 334 219 389 930
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=31
num_cat=0
split_feature=14 13 26 18 12 27 6 14 9 11 12 12 12 13 13 12 27 24 13 24 21 3 27 5 1 28 21 8 21 27
split_gain=1150.8 983.443 1183.82 571.247 325.052 307.688 268.276 237.019 208.6 176.347 154.569 148.412 148.14 140.424 135.904 155.225 142.008 124.675 122.864 120.701 119.02 112.842 106.055 114.076 110.758 102.806 160.334 153.01 107.55 81.2804
threshold=0.86229221274204793 71.926511870015446 1.0000000180025095e-35 1.2114227997455316 1914.0255277838548 6.5000000000000009 412.30274396754226 0.00031009786424980465 231.11344168982222 132.00990415335465 1961.9478636227786 505.73597870448867 3478.6459932286803 70.0029411764706 65.999617274430577 905.44704419268464 5.5000000000000009 -0.011465870827260576 146.33395276213938 0.74639149369738489 0.32343515087129732 162.23769154490552 9.5000000000000018 255.70070180604634 763.04005491059831 7.5000000000000009 0.69364358366284051 444.2773208932494 0.86411948247136328 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 18 9 6 11 -1 12 19 -8 -5 21 14 16 -16 -9 -11 22 -3 -6 -7 24 -24 -4 26 -13 -28 -29 -12
right_child=-2 2 3 5 20 8 10 13 -10 17 29 25 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.15063964850733322 -0.25223777430752914 -0.077211438409156286 -0.019037329752007667 -0.27679755443906678 -0.19502854451537133 -0.10504233767004574 0.19193517700547266 -0.14153656180876381 0.15718332685268763 0.0050920191109180453 -0.10038460498539413 0.044678639781241328 -0.084576111340868301 -0.15054865830353703 0.17473182817921043 -0.037283358358079569 -0.021117789740732848 0.23529806542478707 0.0020334418121616816 0.18552139594274408 0.065878298211333564 0.083276080464964902 -0.062498598545789721 -0.39248482912778854 -0.094210279328734298 0.0089021817436946444 -0.032744754190472042 -0.17998542672878989 -0.46780981048941617 0.085633486726067298
leaf_weight=291 174 36 393 28 20 34 84 130 285 25 41 51 69 108 64 75 397 399 412 34 139 496 22 20 391 203 44 37 20 55
leaf_count=291 174 36 393 28 20 34 84 130 285 25 41 51 69 108 64 75 397 399 412 34 139 496 22 20 391 203 44 37 20 55
internal_value=0 0.00996806 0.0366632 0.00729454 0.157421 0.049959 -0.00782305 -0.0737017 0.086759 0.197448 0.0928702 -0.0551462 0.0532517 -0.0447754 -0.027623 0.0603351 -0.0508226 0.221725 -0.0425725 0.0504017 0.0330598 0.0711953 -0.0648215 -0.219635 -0.0565279 -0.0376639 -0.099854 -0.172836 -0.280976 0.00618826
internal_weight=0 4403 3338 2685 653 1447 563 1065 884 494 180 383 599 774 666 139 527 424 1238 70 159 530 826 42 784 355 152 101 57 96
internal_count=4577 4403 3338 2685 653 1447 563 1065 884 494 180 383 599 774 666 139 527 424 1238 70 159 530 826 42 784 355 152 101 57 96
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=31
num_cat=0
split_feature=29 27 4 18 13 16 18 19 4 24 17 10 26 22 10 10 18 24 22 16 22 19 15 9 18 29 15 17 6 1
split_gain=2764.22 622.106 383.251 276.347 378.053 229.137 145.683 129.689 129.669 108.661 133.395 103.482 119.131 96.8602 92.2981 84.1889 96.3443 87.4528 76.5908 83.1308 70.0715 72.1656 77.529 67.2421 76.377 120.883 96.9773 81.4439 68.4975 66.2234
threshold=20.500000000000004 5.5000000000000009 162.4014336917563 1.213462957216312 71.926511870015446 115.27500000000002 1.2670239132776322 0.81389748315403831 278.66883116883122 0.4301962732482652 0.93312261576613975 299.08718110900281 1.0000000180025095e-35 -0.31613969921737778 120.75718560662038 118.8500500723036 0.76285962169361232 -0.0067010972656325824 0.28637184619509076 91.100000000000009 0.31546834280822694 0.96685849465853069 666.50000000000011 160.31975088278014 1.1202049446266529 185.00000000000003 2867.4500000000012 1.1693780613620861 1116.9845440494594 324.37902925895452
decision_type=2 2 2 2 2 2 2 2 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 8 20 -4 9 14 15 -1 -11 -7 -13 29 -6 16 -3 -17 19 -15 21 22 -5 -10 26 27 -25 28 -26 -9
right_child=1 3 5 4 7 11 -8 13 23 10 -12 12 -14 18 -16 17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.18901186742014806 -0.30624570175074045 -0.20184061194167421 0.21424313027125141 -0.036459187577877729 0.012587307328730821 -0.10320435940564854 0.23154532329582997 0.053786844443529852 0.061682007772867212 0.23173395299911503 -0.045323328386273301 0.19193797623333725 -0.050224070898096621 -0.1100089217722416 -0.16362283520149784 -0.32239962362107777 -0.021691132815650258 -0.10756928969608781 0.20213488215661568 0.075135974679925527 -0.11613391121062487 -0.011899409526743905 -0.29424487058073284 -0.088371207807989183 -0.047238216281230816 0.065366828763400192 0.13099454099481755 0.074853129570885579 -0.21677787383949318 -0.12706636648352554
leaf_weight=118 80 34 26 28 125 767 413 40 97 25 57 23 174 25 39 21 234 194 46 810 129 303 20 240 203 167 22 49 27 41
leaf_count=118 80 34 26 28 125 767 413 40 97 25 57 23 174 25 39 21 234 194 46 810 129 303 20 240 203 167 22 49 27 41
internal_value=0 -0.0305604 -0.0957117 -0.00647203 0.0212014 -0.0786988 0.197621 0.0528792 -0.0409779 0.127567 0.0391454 -0.0865997 -0.0219513 0.0668918 -0.0293163 -0.0819402 -0.0445459 -0.128553 0.0765132 0.0695927 -0.0531095 -0.0299467 -0.14387 -0.0164004 -0.0270982 -0.00192443 -0.0699512 -0.0422027 -0.0671407 -0.0377561
internal_weight=0 3964 1070 2894 1606 990 613 1126 1288 200 82 964 197 962 164 483 268 215 881 835 480 351 48 805 708 446 262 279 230 81
internal_count=4577 3964 1070 2894 1606 990 613 1126 1288 200 82 964 197 962 164 483 268 215 881 835 480 351 48 805 708 446 262 279 230 81
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=31
num_cat=0
split_feature=29 14 29 13 26 19 27 27 24 2 21 19 14 13 24 4 22 0 0 5 20 9 19 2 21 27 10 19 8 19
split_gain=2239.02 590.11 456.865 292.401 186.886 220.114 177.357 167.243 129.229 122.578 106.937 143.67 105.057 91.723 87.9853 78.2961 78.1437 75.4378 73.7823 72.5607 70.2344 67.0471 81.4183 75.479 66.8954 59.5878 59.3086 57.4164 125.81 56.0577
threshold=20.500000000000004 0.86229221274204793 95.000000000000014 71.926511870015446 1.0000000180025095e-35 1.3047615573561819 5.5000000000000009 6.5000000000000009 0.50032735825070274 1213.3008531780404 0.62601147751949404 1.2554887719544763 0.00019082945492295673 70.968810916179351 0.041393731414064348 207.51953244483289 0.22105026542542414 235.29675696956278 397.79740939625702 117.50441657382601 1.5739008840770563 994.69394320482593 0.86084701770159688 412.0984345446488 1.1697857956933888 5.5000000000000009 184.28163357110728 1.2697420047565167 1605.5411877394638 1.2092276923624772
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 6 12 5 8 15 17 14 -8 11 21 -4 18 -5 -2 -7 -6 24 -1 -12 22 23 -9 -14 -3 -13 28 -21 -11
right_child=1 25 3 4 7 16 9 10 -10 29 20 26 13 -15 -16 -17 -18 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.014383104730110903 -0.29942088057710364 -0.27481008710463845 -0.14176055369665846 0.015129267437649625 -0.13625760768209735 0.15243518007072537 -0.022981671556317217 -0.28565207045702706 -0.1724253677452604 -0.076055345120322373 0.0088245382503232949 0.013411602838896215 -0.068862058979197685 -0.22404897809028626 0.15006274925435292 -0.10611130611817565 0.35265176023755757 -0.019260529185844318 0.085659190273360802 0.17885902887843189 0.0782126631226715 -0.20343704197717752 0.0012086578341119964 -0.023432060493075332 0.036456439689528657 -0.15664067493896872 0.23725435877668449 0.21147782295160322 -0.019169178565866071 -0.19934696052223444
leaf_weight=26 22 75 120 112 62 44 774 21 24 108 207 20 228 24 85 440 35 496 54 206 494 23 207 23 82 99 29 343 38 56
leaf_count=26 22 75 120 112 62 44 774 21 24 108 207 20 228 24 85 440 35 496 54 206 494 23 207 23 82 99 29 343 38 56
internal_value=0 -0.0275044 -0.0192373 0.00733567 0.0255081 0.0978719 -0.064601 0.0117855 0.0466588 -0.0396218 0.035787 -0.0118201 -0.0599881 -0.0346977 0.0733493 -0.115317 0.241139 -0.0322602 -0.022213 0.177859 0.0577229 -0.0400237 -0.0250496 -0.148583 -0.0410036 -0.207576 0.14589 0.1851 0.148019 -0.118155
internal_weight=0 3964 3790 2390 1882 300 1400 1582 221 938 1024 323 508 388 197 462 79 558 364 613 701 274 251 44 310 174 49 587 244 164
internal_count=4577 3964 3790 2390 1882 300 1400 1582 221 938 1024 323 508 388 197 462 79 558 364 613 701 274 251 44 310 174 49 587 244 164
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=31
num_cat=0
split_feature=29 14 29 12 14 14 10 18 29 6 16 10 10 14 21 16 21 28 5 18 7 8 25 24 14 12 24 19 21 8
split_gain=1813.61 477.989 370.108 181.596 160.956 142.431 176.153 120.223 99.6338 107.719 109.009 89.3531 75.5385 73.9627 74.6566 67.2064 70.097 69.9329 65.5281 63.4728 62.7447 76.8701 65.5945 59.3896 56.0912 108.877 58.644 55.1953 54.3718 53.8033
threshold=20.500000000000004 0.86229221274204793 105.00000000000001 2591.0696433661551 0.0049091580890513265 0.00031009786424980465 221.91408714066867 1.1216936575981851 125.00000000000001 217.14483750212696 168.50000000000003 177.0835668256382 150.5413285293574 0.43063980664642465 1.1909681180044582 489.40000000000003 1.0706902612273625 1.0000000180025095e-35 157.85457458297904 1.1149053364318144 2048.0633839745901 2009.3494029190626 0.84752515840814702 0.63712550947285473 0.03909135344843228 959.18081029456187 0.19836557550899922 1.202064018607172 0.59686101367219757 276.4591164368328
decision_type=2 2 2 2 2 2 2 2 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 12 6 -4 19 -9 11 -11 13 20 14 24 17 -17 -6 -14 -7 21 27 -22 -20 -10 26 -26 -2 -13 -19
right_child=1 -3 5 -5 15 7 -8 8 9 10 -12 28 18 -15 -16 16 -18 29 23 -21 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.17366804999236399 -0.17579130399972201 -0.18681819022251106 -0.086491051962974463 -0.057828261095306116 -0.15282965376973154 -0.028055256654993751 0.12732645690441133 0.14835904581615558 -0.022429048140411793 0.19112639699855613 0.032437312485706853 0.2097901538014412 -0.23802119005233685 0.076796759714118465 0.021519093961199231 -0.0064795447055433627 0.18022073303659758 -0.088831434379219365 -0.15194739213098507 -0.20077421250550645 -0.14085035731678638 0.027669792589310013 0.039415990142151719 -0.055628119346996158 -0.13408291145511295 -0.061568317643832415 -0.36245494222437796 -0.029827170946177036 -0.0012835991285417392 -0.013209972313855844
leaf_weight=577 44 174 268 36 48 284 45 65 115 45 1138 26 47 55 112 61 30 116 146 23 127 116 24 114 23 112 22 63 23 498
leaf_count=577 44 174 268 36 48 284 45 65 115 45 1138 26 47 55 112 61 30 116 146 23 127 116 24 114 23 112 22 63 23 498
internal_value=0 -0.0247539 -0.0173135 0.160073 -0.0573686 0.00706636 -0.0557505 0.0166903 0.0268916 0.0221666 0.0384737 -0.0173646 -0.0925979 -0.0316605 -0.0471947 -0.0255079 0.05507 -0.0365843 -0.129358 -0.0409951 -0.0624231 -0.0287185 -0.112199 -0.109715 -0.0754886 -0.114354 -0.245731 -0.0898498 0.110715 -0.0274968
internal_weight=0 3964 3790 613 1434 2356 313 2043 1736 1671 1183 488 681 439 384 753 91 662 307 307 374 223 151 260 272 157 45 107 49 614
internal_count=4577 3964 3790 613 1434 2356 313 2043 1736 1671 1183 488 681 439 384 753 91 662 307 307 374 223 151 260 272 157 45 107 49 614
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=31
num_cat=0
split_feature=29 14 29 14 22 21 2 18 14 22 22 16 18 18 16 17 3 9 22 26 17 26 17 18 15 3 15 14 26 14
split_gain=1469.32 386.626 304.113 134.564 131.043 150.259 121.683 100.759 89.7427 83.2897 80.5294 79.2938 102.225 78.3082 79.3773 76.933 72.2535 63.1062 56.1324 73.798 67.6759 60.6457 71.0273 63.2441 55.7437 90.1169 54.9868 105.558 116.894 81.6618
threshold=35.000000000000007 0.86229221274204793 95.000000000000014 0.010408852797976242 0.21025091053964409 0.82690257821152457 1720.7268667201929 1.2670239132776322 0.00019082945492295673 -0.30831029693740691 0.16420184589108694 112.50000000000001 1.1576105982685978 1.4706145378232918 139.05000000000004 1.0321976093974399 159.35169170396804 95.138111602286386 0.014296266498017273 9.5000000000000018 1.5449627165496123 6.5000000000000009 1.0124387542902025 1.3316182523288507 1411.2 1054.8259366925067 1808.0500000000004 0.044045442184525656 10.500000000000002 0.041233108244418927
decision_type=2 2 2 2 2 2 2 2 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 6 8 9 10 -6 15 -1 12 -10 16 -15 -4 17 -11 19 21 -20 22 -5 -23 -12 -26 27 28 -18 -28
right_child=1 -3 4 18 5 -7 -8 -9 11 13 24 -13 -14 14 -16 -17 26 -19 20 -21 -22 23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=0.14576948720074837 -0.081714269851235907 -0.16813637296422976 -0.22403093522245232 -0.19339300500085721 -0.10030427536912981 0.15526675894856454 0.20481325449688095 0.17143896433973699 -0.084657629467546944 0.0052933119982481007 0.1630563727446965 -0.035308225249892543 0.20026096684091232 -0.064270456117100833 0.084104328828374778 -0.023869889140104419 -0.019546430163196665 -0.24591612632386389 -0.0034111320216249187 0.041612663650885229 0.1477414277546546 -0.088701985541444567 -0.017275013084266298 -0.28831682914779305 -0.1483391505200416 0.073288857798243678 0.04198852054867315 0.022262942331432348 -0.21626008168244973 0.24739342514764179
leaf_weight=105 747 174 22 26 197 40 35 417 20 20 21 356 34 41 299 151 134 20 230 80 34 65 192 21 32 43 161 799 39 22
leaf_count=105 747 174 22 26 197 40 35 417 20 20 21 356 34 41 299 151 134 20 230 80 34 65 192 21 32 43 161 799 39 22
internal_value=0 -0.0223856 -0.0156853 -0.0527872 0.00597043 -0.0324626 0.0202367 0.143405 -0.0448335 0.0164544 0.0852465 -0.0181805 0.0947356 0.0238679 0.0662121 -0.0493239 0.0118201 -0.120311 -0.0194408 -0.0438445 0.0160555 -0.0663332 -0.0382799 -0.137445 0.0190495 -0.0212724 0.0163961 0.00692873 -0.0638923 0.066682
internal_weight=0 3959 3785 1395 2390 647 1743 618 607 1708 201 410 54 1535 340 173 1195 40 648 384 264 304 218 86 96 75 1155 972 173 183
internal_count=4577 3959 3785 1395 2390 647 1743 618 607 1708 201 410 54 1535 340 173 1195 40 648 384 264 304 218 86 96 75 1155 972 173 183
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=31
num_cat=0
split_feature=29 27 19 16 4 12 25 22 14 7 26 15 0 29 6 2 4 7 17 4 22 2 25 26 19 26 4 6 0 26
split_gain=1191.24 338.853 202.037 153.741 134.005 131.705 91.6525 90.7764 68.8841 101.932 111.87 75.9174 67.4984 69.7101 63.0486 62.8778 70.2602 54.4427 54.4302 107.345 79.0929 60.3524 60.1982 65.0242 53.4685 64.2279 48.6595 48.5609 66.9109 109.148
threshold=20.500000000000004 5.5000000000000009 0.87504736894712853 115.27500000000002 268.02588652482274 2591.0696433661551 0.89608353227194437 0.31343052893035755 0.0043276929817475229 434.1211932421898 1.0000000180025095e-35 757.22500000000048 310.22747747747752 170.00000000000003 311.72699175717293 1284.1891862365103 112.71793046156937 1530.3462159855096 1.4484333809623238 523.50345622119823 -0.31613969921737778 1584.9495799227518 0.018137447064423187 2.5000000000000004 1.326418158531502 4.5000000000000009 454.13771547999659 265.4431178760471 295.66821465428285 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 6 26 14 12 17 11 -11 -10 13 27 15 16 -3 -5 20 22 -14 -22 23 -20 -19 -26 -1 -6 29 -29
right_child=1 4 3 8 7 -7 -8 -9 9 10 -12 -13 18 -15 -16 -17 -18 24 19 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.11181337629300608 -0.20200880578919952 -0.11346079574291966 0.16880259970823924 -0.13333704219906625 0.058563993550127459 -0.05583819035026763 0.13530437955933233 -0.052695947791657233 -0.047395517718139463 0.17128876526104778 -0.017003651432973402 -0.1853788650104829 -0.17998354204270681 0.10093243004527648 -0.18211471895376841 -0.12343552150852877 -0.016196901226075228 -0.080448984391557996 -0.089408486896632791 0.12831913513342305 0.00025211075072660143 0.17142335630598524 -0.11027320095730063 0.068990683606868483 0.15968762006271969 -0.065265334981183212 0.16990034990394076 0.011415198204271934 0.10291280214759438 -0.27064525428349556
leaf_weight=284 102 83 30 166 105 36 31 193 161 38 186 53 24 185 30 73 706 282 34 106 1077 21 38 109 22 30 293 34 22 23
leaf_count=284 102 83 30 166 105 36 31 193 161 38 186 53 24 185 30 73 706 282 34 106 1077 21 38 109 22 30 293 34 22 23
internal_value=0 -0.020062 -0.0681455 -0.0540401 -0.00228402 0.129732 -0.0337292 0.0124415 -0.0611672 -0.0322134 0.0149388 -0.081569 0.0195121 0.0575856 -0.0396037 -0.0346439 -0.0264287 -0.0865308 0.00954106 0.0484026 -0.000399457 0.00352588 0.00160063 0.0313293 -0.0632678 0.0299071 0.14131 0.0140031 -0.0452233 -0.102399
internal_weight=0 3964 1070 968 2894 613 923 1971 938 438 224 214 1778 369 892 862 789 500 1409 287 1122 1098 181 143 334 52 577 184 79 57
internal_count=4577 3964 1070 968 2894 613 923 1971 938 438 224 214 1778 369 892 862 789 500 1409 287 1122 1098 181 143 334 52 577 184 79 57
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=31
num_cat=0
split_feature=29 27 19 16 18 13 19 18 23 13 13 9 29 21 5 5 2 22 6 2 8 13 5 2 18 22 6 24 24 3
split_gain=964.948 273.518 163.65 124.53 113.48 183.632 88.3622 77.2439 73.2202 69.9564 69.2852 66.0968 64.313 62.6953 60.9091 134.118 59.0219 73.5489 54.4946 53.1629 51.3966 57.7963 53.446 50.8052 59.9041 115.96 69.7819 50.3585 70.6967 48.7808
threshold=35.000000000000007 5.5000000000000009 0.87504736894712853 115.27500000000002 1.213462957216312 71.926511870015446 0.81389748315403831 1.2937381706524356 0.70499101252698038 65.992999743972277 174.2485109455375 184.31656131901948 85.000000000000014 0.24272401266259522 378.6490746166441 280.83415233415241 409.3436090668859 -0.31613969921737778 85.780091493038199 412.0984345446488 2792.1944444444448 83.995953482146646 473.55085595137967 1237.3974778703466 1.2690822585273616 -0.07922585354128861 214.04002533199642 0.30538370889012784 0.35439577340095624 1759.9507055868401
decision_type=2 2 2 2 2 2 2 2 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 29 -6 11 13 10 -5 16 19 -11 -1 15 -12 18 -18 -8 -7 21 22 -14 24 26 -26 -23 -19 -29 -3
right_child=1 4 3 9 5 6 8 -9 -10 12 14 -13 20 -15 -16 -17 17 27 -20 -21 -22 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.092738755118279226 -0.18180792080421074 -0.026764208985798617 0.15192234421769779 -0.11416039053802239 -0.03629800096226303 -0.11479557261336595 -0.033637758530676368 0.1447703707482626 0.18003789508124679 -0.081469072959634847 0.037267758648680607 -0.1731420177690409 -0.0776236688308682 0.087999532537142267 0.054527804927657478 -0.1765896699592179 -0.091788886125023311 0.070228150453855262 0.14544269963068707 0.032433993557379359 -0.092983653097895969 -0.20627300103660673 0.063749137069239764 0.16960971755060283 -0.071218789141211256 0.15652123558319223 -0.0026209760632998538 -0.17506731480360033 0.031238949633374508 0.12690505208004088
leaf_weight=21 102 1266 30 165 478 32 20 374 41 273 69 27 141 223 92 51 37 419 113 105 83 20 33 22 36 59 106 20 98 21
leaf_count=21 102 1266 30 165 478 32 20 374 41 273 69 27 141 223 92 51 37 419 113 105 83 20 33 22 36 59 106 20 98 21
internal_value=0 -0.0181411 -0.0613309 -0.0486361 -0.00214482 0.0156193 0.037698 0.116214 0.0492867 -0.0550505 0.0434534 -0.0301386 -0.0424333 0.0724442 -0.00668887 -0.0536216 0.058489 0.044581 0.118513 -0.00195539 -0.0211197 -0.00681585 -0.0508116 0.0246873 0.0102606 0.0702198 -0.0349467 0.053977 -0.00372821 -0.0242568
internal_weight=0 3959 1070 968 2889 1602 1124 618 960 938 919 164 773 244 212 120 707 574 133 137 500 417 174 243 221 95 126 537 118 1287
internal_count=4577 3959 1070 968 2889 1602 1124 618 960 938 919 164 773 244 212 120 707 574 133 137 500 417 174 243 221 95 126 537 118 1287
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=31
num_cat=0
split_feature=18 13 10 14 14 19 3 13 27 5 5 9 14 14 13 7 14 18 20 5 3 9 15 6 10 1 9 10 19 13
split_gain=311.483 432.072 190.773 190.699 97.5424 84.5592 84.1872 75.7257 75.3173 79.7516 126.685 74.1254 71.2046 67.0675 64.9937 85.2754 62.402 60.0317 56.2022 62.1506 59.4026 83.6743 54.627 58.777 52.5626 55.3701 53.6714 52.2619 50.8985 50.3145
threshold=1.214485366337841 71.926511870015446 302.1772096692228 0.86229221274204793 0.011151208555371746 0.80134063212976325 1614.2584595049268 70.968810916179351 6.5000000000000009 130.42641184353639 112.71631882704362 390.8124168514413 0.00035780522798054389 0.00031009786424980465 174.2485109455375 803.24933099398697 0.34143921498414614 1.4557215358160964 2.666196519289318 146.02410482487286 1234.816959605638 386.33691201438137 2140.2000000000003 510.31038168207533 55.298132060306891 588.09185612506792 215.72242899013091 116.37642506638012 0.85323857663060176 181.19459365251262
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 5 4 6 16 18 13 9 10 -7 22 -8 -2 24 17 27 -16 20 -20 21 -1 23 -11 -10 -26 -27 -3 -15 -22
right_child=1 2 -4 -5 -6 8 12 -9 14 11 -12 -13 -14 28 15 -17 -18 -19 19 -21 29 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.038751648995094007 -0.10160443576369289 -0.032526622143113748 0.10853325546293253 -0.1324056107353638 0.0022544029048457313 0.014638652939062852 -0.014476438036019152 -0.2062354298653426 -0.075093747481055892 0.01393703697957442 -0.28127282214877397 -0.11629990181752614 0.17351793204915936 -0.13574663202303489 -0.10993217934691718 0.12227793553980387 0.082102688289049902 0.042292748230763455 -0.23186513007648532 -0.078307704939454048 -0.083598857334546861 -0.085987303622158964 0.1448311338155735 0.14209843002832853 0.092330143492920527 -0.062350034788250921 0.084171467103995382 -0.18032393356728738 -0.014763360947231961 0.05972189732171871
leaf_weight=160 128 87 398 170 863 39 66 27 23 434 23 35 29 37 63 41 33 44 31 176 264 81 41 39 507 50 50 33 578 27
leaf_count=160 128 87 398 170 863 39 66 27 23 434 23 35 29 37 63 41 33 44 31 176 264 81 41 39 507 50 50 33 578 27
internal_value=0 0.0216528 0.0468086 -0.0314296 -0.0213142 0.0308771 -0.0457023 -0.0417267 0.0386491 0.0123727 -0.095135 0.0245138 0.0429113 -0.0357486 0.0592852 -0.000347642 -0.0396805 -0.047335 -0.0570938 -0.101304 -0.0398916 -0.00317306 0.0341023 0.0245043 0.0732941 0.0789167 0.0109107 -0.0731709 -0.022042 -0.0703011
internal_weight=0 2710 1940 1867 1697 1542 834 770 1389 611 62 549 95 743 778 148 153 107 739 207 532 241 514 473 630 607 100 120 615 291
internal_count=4577 2710 1940 1867 1697 1542 834 770 1389 611 62 549 95 743 778 148 153 107 739 207 532 241 514 473 630 607 100 120 615 291
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=31
num_cat=0
split_feature=29 12 29 7 9 12 9 19 12 1 6 0 19 29 29 15 0 4 7 0 8 6 2 10 0 4 7 15 12 2
split_gain=711.763 178.326 146.129 97.3614 100.376 94.5916 82.6696 78.9311 75.9806 73.8854 98.6585 93.3134 76.6147 73.4393 67.9874 65.5685 54.5174 54.3548 52.8512 63.2267 97.4027 52.4091 51.665 49.599 50.6189 49.2811 53.5815 44.9361 43.0875 50.3792
threshold=50.000000000000007 592.04071319542038 95.000000000000014 249.05826435755873 159.5376758932527 2264.1664494590591 203.45495379670555 0.6986830289520245 2797.8129125674045 628.56475782436769 476.48274946667567 792.70065789473699 1.2158357935475805 185.00000000000003 125.00000000000001 568.40000000000043 174.21834159573328 610.21684986312914 1600.4369687099127 292.90967489408735 1644.9294354838712 167.25969065948098 239.09854117160742 111.43460134200147 98.069098992066856 169.49610685998124 352.91777315910173 1839.2 4176.0422490701085 1369.706444170643
decision_type=2 2 2 2 2 2 2 2 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 6 15 -5 17 -3 -4 -8 10 18 14 13 -13 -11 22 -6 -1 19 20 23 -21 -2 24 -9 -26 -27 -15 29 -10
right_child=1 2 7 4 16 -7 8 9 28 11 -12 12 -14 27 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.084948392881779008 -0.14673867590494991 -0.0081143156842995879 -0.055705806869817409 0.15635627843439581 0.005748525564041403 -0.011998734436929226 -0.079552154554662732 0.15799442949489906 0.059814643653783396 0.097362034107957574 0.093714299366079473 -0.045260384492576126 0.16065380963541212 0.011836224514991046 -0.046983048612859561 -0.26618061704380858 -0.090309278458102382 0.14756268487090157 0.17601965442299844 -0.13155090350544815 -0.10238013654439287 -0.0020755530457303981 -0.017095278590503665 0.09450031707042271 -0.13524024669036624 0.042706233305618804 -0.12223400558260354 0.14831825832939813 -0.12672541858184905 -0.11496836423873902
leaf_weight=408 97 522 190 24 90 76 505 26 94 35 185 106 42 52 482 31 172 210 20 33 44 594 45 177 21 188 22 45 21 20
leaf_count=408 97 522 190 24 90 76 505 26 94 35 185 106 42 52 482 31 172 210 20 33 44 594 45 177 21 188 22 45 21 20
internal_value=0 -0.0166714 -0.00882517 -0.0752022 -0.0393821 0.0932784 -0.0376485 0.0059815 -0.0617373 0.0116382 0.0260403 -0.0131214 0.0377129 0.0122769 -0.0372111 -0.134419 -0.0573123 0.106225 0.0149116 0.0119957 0.0393918 -0.00889005 -0.105655 0.053765 0.0257099 0.0108207 0.0254268 0.0751526 0.00490352 0.029151
internal_weight=0 3883 3424 459 286 694 1162 2262 640 2072 1310 762 245 203 517 173 262 618 1125 1105 478 627 142 434 257 231 210 97 135 114
internal_count=4577 3883 3424 459 286 694 1162 2262 640 2072 1310 762 245 203 517 173 262 618 1125 1105 478 627 142 434 257 231 210 97 135 114
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=31
num_cat=0
split_feature=18 10 13 14 22 3 22 14 5 17 14 22 17 13 14 14 19 9 8 26 9 14 5 25 9 25 17 17 17 25
split_gain=218.323 268.638 152.21 150.027 139.738 136.582 84.8908 79.912 76.0359 84.4568 131.413 67.2345 65.5122 71.6531 62.7754 128.758 77.3875 68.3798 100.481 58.9305 57.8649 68.6292 55.3345 54.6586 135.049 81.5361 78.77 51.6958 49.0504 61.9286
threshold=1.2670239132776322 231.26822759896683 83.995953482146646 0.86229221274204793 0.17619455888596822 1221.9929018968767 -0.0098239506976767702 0.46475837357799826 119.31148570172962 1.0572492448512187 0.0176440099280246 -0.086033984433122573 1.1095450586612721 95.973357255835211 0.045308592240813537 0.069180974857279656 0.91982452766501421 169.85039407747794 642.38887303448007 5.5000000000000009 637.16405635648766 0.12246427779916251 700.7506479877876 0.0033889870243561126 135.27011506000733 0.047852042635606142 2.1236512751834176 1.0276350857682335 1.0981740159289548 0.3007294527270834
decision_type=2 2 2 2 2 2 2 2 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 7 4 5 14 12 -2 27 -10 19 -3 -4 -14 17 16 -16 -1 -19 -11 22 -22 -17 26 -25 -26 -15 -8 -20 -30
right_child=1 11 6 -5 -6 -7 8 -9 9 10 -12 -13 13 23 15 20 -18 18 28 -21 21 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.06453940052776895 -0.034352446438234083 0.014293986673806318 -0.12672959738544057 -0.11041399216806957 -0.038376000911590949 0.11895472135560187 0.049516060531139376 0.10124357356892333 0.1687718146941164 0.042314558379028158 0.097921598923790182 0.10306682773064402 0.11575046933454569 0.042320353126428512 0.026801889466688683 0.0061360198401064709 0.20486244441798102 -0.27112429279156708 0.01610885235223625 -0.16753716613166036 -0.20102322798754491 -0.022881344603864772 0.17177679638067883 0.10445780501468108 -0.24762927831874953 -0.026380804628734628 -0.14847079838315647 -0.16066572434184226 -0.046247380658199916 -0.23050828708025317
leaf_weight=47 788 107 35 173 1136 107 25 46 91 23 171 421 61 220 46 509 52 22 76 32 28 95 21 32 36 31 24 22 76 24
leaf_count=47 788 107 35 173 1136 107 25 46 91 23 171 421 61 220 46 509 52 22 76 32 28 95 21 32 36 31 24 22 76 24
internal_value=0 0.0230526 0.00304717 -0.0206919 -0.0137594 0.0115938 0.034123 -0.0268735 0.06983 0.0874286 0.0546754 0.0850769 0.0045162 0.0158865 6.00332e-05 0.0143993 0.121283 -0.0438943 -0.0696336 -0.079781 -0.0016414 -0.063434 0.0126991 -0.00187356 -0.0645435 -0.145261 0.023554 -0.0488669 -0.0444473 -0.09047
internal_weight=0 2165 1637 2412 2239 1103 803 834 364 317 226 528 439 404 996 751 98 245 198 55 653 123 530 343 99 67 244 47 176 100
internal_count=4577 2165 1637 2412 2239 1103 803 834 364 317 226 528 439 404 996 751 98 245 198 55 653 123 530 343 99 67 244 47 176 100
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=31
num_cat=0
split_feature=29 27 4 26 4 1 24 29 6 28 14 10 11 4 1 7 26 27 6 11 0 23 20 26 0 11 4 6 20 1
split_gain=504.466 156.984 99.2763 74.009 73.248 81.2767 70.8914 85.2145 74.827 69.3862 67.3923 61.3985 53.5901 53.3755 56.013 96.5289 53.9784 51.2984 50.8757 47.0279 43.7813 41.4614 40.2229 39.3959 65.2652 60.2927 77.1509 66.1635 52.5574 51.0529
threshold=50.000000000000007 5.5000000000000009 162.4014336917563 1.0000000180025095e-35 268.02588652482274 330.20547368029537 -0.0085217669384196702 105.00000000000001 218.02836603846904 2.5000000000000004 0.032671533462739481 217.63418430884187 251.41192180555171 454.13771547999659 443.16446025371096 1410.44399177021 1.0000000180025095e-35 4.5000000000000009 223.00808125275142 159.16319250649133 212.20709564350977 -0.27276140359962869 2.4610751428523723 7.5000000000000009 1040.1450549450551 608.33179967893591 462.16176508211498 780.98846431146376 2.5648175979829761 866.13664354999037
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 20 6 11 10 -4 -8 19 22 -6 12 21 14 -1 16 -16 -10 -17 -9 -2 -3 -5 24 -7 26 -25 -27 -28 -29
right_child=1 4 3 9 5 23 7 8 17 -11 -12 -13 -14 -15 15 18 -18 -19 -20 -21 -22 -23 -24 25 -26 27 28 29 -30 -31
leaf_value=0.082289336937492213 -0.10695091546758224 0.041434374387331663 -0.15150232762098315 -0.080330516413738173 -0.023396984890103341 0.0062098680382827297 -0.12876839749515057 0.063324002413587141 0.24919935425122577 -0.04016533764360837 0.086761175043158514 0.11295047258177111 -0.15149301954678129 0.10707258905811951 0.012551520936764204 0.12712558098482316 -0.18010876178741456 0.068521580303257154 -0.056308122697685453 -0.11312735184379247 -0.27040198963621392 -0.032671374310495903 -0.21445912470420203 -0.038753829517894807 0.1162220780754037 -0.207338350049911 0.025872206047574092 0.047563669856754136 0.1869962462588497 -0.097341726338791276
leaf_weight=223 57 84 21 59 75 1000 24 44 30 711 214 31 35 337 26 54 33 33 21 23 23 746 36 255 57 31 169 40 23 62
leaf_count=223 57 84 21 59 75 1000 24 44 30 711 214 31 35 337 26 54 33 33 21 23 23 746 36 255 57 31 169 40 23 62
internal_value=0 -0.0140353 -0.0468271 -0.0380918 -0.00170643 0.00928225 0.0208545 0.0443577 0.0763194 -0.0508903 0.0581734 -0.0253272 -0.0302828 0.0785289 0.0515843 0.000485531 -0.0952076 0.154559 0.0757641 0.00275115 -0.153943 -0.0251715 -0.131158 0.000650878 0.0121424 -0.0202914 -0.0027045 -0.0793995 0.0451735 -0.0405161
internal_weight=0 3883 1061 981 2822 1926 175 154 130 806 289 896 865 694 357 134 59 63 75 67 80 830 95 1637 1057 580 447 133 192 102
internal_count=4577 3883 1061 981 2822 1926 175 154 130 806 289 896 865 694 357 134 59 63 75 67 80 830 95 1637 1057 580 447 133 192 102
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=31
num_cat=0
split_feature=3 13 19 23 25 27 21 23 19 9 13 20 13 5 21 17 17 26 13 7 19 27 8 17 8 5 25 19 13 26
split_gain=133.878 158.095 170.897 168.173 109.164 66.7328 66.0419 66.4749 63.3809 102.353 62.476 73.6439 61.5428 60.747 85.3209 81.4647 52.6235 44.2065 52.2017 45.2002 52.2025 66.3567 48.8418 44.0664 43.168 46.3539 42.306 45.3561 44.8082 63.4011
threshold=162.23769154490552 77.055001594669207 1.3694962276473364 -0.16142990025654133 0.26391082249631953 6.5000000000000009 0.17157672925183579 0.078384758932512663 0.86084701770159688 172.71146962746738 191.99895536885828 1.7509223036017438 217.15440526259036 304.37743771764559 0.86411948247136328 1.3156447081170521 0.92536793743778156 1.0000000180025095e-35 174.2485109455375 1907.8925041828854 1.1501596562778549 5.5000000000000009 2378.9250000000006 0.95218520213388025 957.61305796388149 224.39876290335459 0.77607784122795953 1.0698188135587956 65.992999743972277 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 5 4 -4 8 26 -6 -8 9 -3 11 -10 -12 14 -11 -15 -9 -18 19 20 21 -19 -21 -22 25 -23 27 -2 -29 -30
right_child=1 2 3 -5 6 -7 7 16 10 13 12 -13 -14 15 -16 -17 17 18 -20 22 23 24 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.073514732222092594 -0.10706664911964361 0.026545496340852542 -0.098990911815543564 0.097940354739051494 -0.13213565521314741 -0.0058269385864042631 -0.19426325242966413 0.13615080787179371 0.011000410642040777 -0.06437286578995341 -0.055747184423562982 0.068031030609831664 0.050131281138828365 -0.17806147208126885 -0.29302097988159709 0.033958318144888491 0.046371961870880905 -0.2014058633707464 0.032767095120853164 -0.21054998238316994 -0.1053012703359127 -0.030783491328890834 -0.054405064998926334 0.054310407745288107 0.010932729227254127 -0.21274484346310296 -0.12347953681584817 -0.07359555989239755 0.077408187507858717 -0.03278535320395972
leaf_weight=235 85 304 49 377 50 767 20 24 369 51 134 586 93 24 24 74 106 24 138 22 20 42 224 128 119 21 71 134 72 190
leaf_count=235 85 304 49 377 50 767 20 24 369 51 134 586 93 24 24 74 106 24 138 22 20 42 224 128 119 21 71 134 72 190
internal_value=0 0.0039788 0.0165831 0.0752886 0.00695326 -0.0249087 -0.020313 -0.0140166 0.0223696 -0.00839884 0.0347863 0.0459951 -0.0123697 -0.0698039 -0.13754 -0.0179649 -0.0098635 -0.0140156 -0.0226891 -0.035444 -0.0125638 -0.0451131 -0.0683692 0.0327413 -0.024503 -0.0914373 -0.0514227 -0.0407865 -0.0265597 -0.00250316
internal_weight=0 4342 3023 426 2597 1319 938 888 1659 477 1182 955 227 173 75 98 868 844 738 600 354 206 246 148 182 63 552 481 396 262
internal_count=4577 4342 3023 426 2597 1319 938 888 1659 477 1182 955 227 173 75 98 868 844 738 600 354 206 246 148 182 63 552 481 396 262
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=31
num_cat=0
split_feature=29 27 12 29 18 29 12 10 7 11 14 29 16 12 25 14 27 20 12 28 25 16 0 10 15 18 10 10 18 0
split_gain=356.519 112.022 69.7722 61.8966 93.1039 72.4545 58.768 53.1265 52.6158 49.8375 45.9408 45.2646 43.4263 43.0345 88.1292 40.6211 45.6223 60.1191 39.5526 38.4053 37.0062 36.7672 36.5051 36.391 36.2981 35.4458 58.7109 34.805 43.6365 36.5171
threshold=50.000000000000007 6.5000000000000009 391.99928673323831 105.00000000000001 1.0708288741695791 125.00000000000001 2264.1664494590591 175.4398106435107 2034.8828409885016 178.98473282442751 0.57753650873831008 65.000000000000014 281.40000000000003 750.97015199054658 0.71738764921072384 0.00011926840932684794 8.5000000000000018 1.603371627082782 357.35687470113425 1.0000000180025095e-35 -0.054562465587027077 245.50000000000003 103.79679724384333 145.8622605257296 2582.9000000000001 1.2937381706524356 136.22952247355195 637.19221232730308 1.1812568750095813 792.70065789473699
decision_type=2 2 2 2 2 2 2 2 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 21 8 -5 23 18 10 13 -10 15 -4 -8 14 -3 -7 19 20 -1 -17 -18 -2 -15 -6 -24 26 -20 29 -29 -9
right_child=1 3 11 4 5 7 12 27 9 -11 -12 -13 -14 22 -16 16 17 -19 25 -21 -22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.039907203049265913 -0.082895997963431819 -0.14577591941402904 -0.070237085659065737 -0.048378354576394451 0.22615386164188386 -0.081596020119393181 -0.14345185726881027 0.045383471474329487 -0.04329299768528988 -0.18556096942135783 0.148855194236551 -0.020077759817504079 0.028210172429680824 0.10787338099131982 0.070255058365208775 0.14669403141507736 -0.040378094075078315 -0.0052154907729156019 -0.082080818275953163 0.020832761792818857 -0.22596637422130225 -0.23327802313225612 -0.011317061802186073 0.055529147699475291 0.11458046461145084 0.10118508150161742 0.070219686384495328 -0.10364137892470215 0.075789909826024723 0.15331264747416273
leaf_weight=28 72 58 211 213 25 58 20 402 97 33 21 1221 56 30 28 26 22 326 29 359 21 21 500 25 24 362 199 33 23 34
leaf_count=28 72 58 211 213 25 58 20 402 97 33 21 1221 56 30 28 26 22 326 29 359 21 21 500 25 24 362 199 33 23 34
internal_value=0 -0.011799 -0.0329196 0.00186031 0.0131422 0.0226723 0.0660169 0.0182131 -0.0214067 -0.0794072 0.00282417 -0.0274686 -0.016964 -0.00962541 -0.0754403 -0.000952494 0.00525085 -0.019875 0.0762216 0.0293325 -0.131014 -0.116853 0.000591339 0.140842 -0.00555076 0.0817328 0.0508481 0.0442679 -0.0299464 0.0538
internal_weight=0 3883 1525 2358 1588 1375 694 1325 770 130 833 1432 76 640 86 812 754 369 618 385 43 93 554 50 524 590 228 492 56 436
internal_count=4577 3883 1525 2358 1588 1375 694 1325 770 130 833 1432 76 640 86 812 754 369 618 385 43 93 554 50 524 590 228 492 56 436
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=31
num_cat=0
split_feature=14 13 12 16 12 13 19 16 21 17 14 24 12 21 25 13 17 15 14 15 9 16 13 24 28 17 9 2 28 21
split_gain=114.374 111.131 111.631 153.745 122.214 123.505 105.543 99.1306 73.7442 69.374 58.1897 57.7139 65.6343 51.6389 89.424 51.6332 57.7055 43.8168 38.5079 51.5421 45.0039 40.4796 36.1548 35.8867 49.828 35.5844 58.1191 44.3311 63.3737 46.918
threshold=0.86229221274204793 71.926511870015446 2065.813137350925 172.02500000000003 385.48340961098404 120.91407205463769 1.0814884887226841 723.52500000000009 1.292418916798366 1.1199369669079184 0.00031009786424980465 0.0034127600227715073 1545.5716216216217 0.63507081997275805 0.086536882962743561 95.973357255835211 0.86374633949890589 523.50000000000011 0.19720208084750274 1359.4000000000001 152.7447850345782 393.27500000000003 191.99895536885828 -0.053739989950506245 2.5000000000000004 1.6248535687574639 194.70657023126503 919.78389393609666 10.500000000000002 0.61556737518214455
decision_type=2 2 2 2 2 2 2 2 2 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 4 -4 -3 6 8 15 11 18 -1 23 17 -12 -15 16 -8 -13 19 21 -21 -5 25 -6 -25 27 -27 28 -11 -29
right_child=-2 2 3 9 5 -7 7 -9 -10 22 13 12 -14 14 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=-0.063105436192370981 -0.079519283749569944 -0.19488574567561348 -0.14424763916728972 -0.2309076012314662 0.023114956667025885 0.072046306130057552 -0.09086499343124721 -0.12024238027240103 0.1275698861728112 0.088268429421511807 0.020780070542017571 0.046873053692673389 0.046433321996374941 0.0048929273833945288 -0.084517196872437028 0.081255426901099589 0.036196129398869792 -0.07350696165592889 0.034591433502045341 0.10443731592595579 -0.033225377625589289 -0.0363834291510284 -0.017037559459072964 -0.25722151561861945 -0.082426303608521614 0.017271854164666377 -0.13975494413503581 0.068345113396644605 0.0059258522031207881 -0.11211704435648727
leaf_weight=291 174 24 78 23 21 541 39 38 30 248 312 38 118 272 190 259 428 148 92 25 474 20 214 21 73 149 28 25 150 34
leaf_count=291 174 24 78 23 21 541 39 38 30 248 312 38 118 272 190 259 428 148 92 25 474 20 214 21 73 149 28 25 150 34
internal_value=0 0.00314248 0.0121163 -0.007407 0.0292458 0.0323126 0.0145912 0.0372044 -0.0238864 -0.000204859 -0.0249837 -0.0347305 -0.0119037 -0.0106512 -0.0318775 0.0454454 0.025585 -0.0489132 -0.0252272 -0.0353809 -0.0263284 -0.140431 0.0185029 -0.0950727 -0.121476 0.0304992 -0.00756854 0.0452431 0.0572348 -0.03565
internal_weight=0 4403 3338 1560 1778 1754 1213 764 449 1482 1065 419 304 774 462 726 467 186 634 542 499 43 848 115 94 634 177 457 398 59
internal_count=4577 4403 3338 1560 1778 1754 1213 764 449 1482 1065 419 304 774 462 726 467 186 634 542 499 43 848 115 94 634 177 457 398 59
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=31
num_cat=0
split_feature=29 12 29 18 10 5 18 7 9 14 9 12 7 5 23 5 18 28 8 17 2 14 7 18 17 5 22 7 12 26
split_gain=257.759 81.5694 65.9126 55.6522 65.7512 69.8366 57.2366 49.7602 73.4114 52.5753 49.657 88.194 54.6059 51.4581 47.6678 46.5919 42.5384 41.1778 44.855 40.9186 36.6173 76.0892 38.5642 39.9635 34.1574 34.9384 39.3655 33.0164 32.2095 31.0709
threshold=50.000000000000007 592.04071319542038 95.000000000000014 1.520935045099612 159.17113417408555 126.0614525139665 1.1202049446266529 249.05826435755873 159.5376758932527 0.20942831109053264 228.68043951801917 2797.8129125674045 476.66114337850257 1010.0056482670091 0.76754496803656347 119.31148570172962 1.2937381706524356 5.5000000000000009 299.20931116989033 1.2958873729665974 490.11788705950323 0.041233108244418927 350.31113985145606 1.2290385331600062 1.832742468287228 633.61080805234565 0.32790327626406907 1243.7006661514008 905.44704419268464 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 7 10 4 14 -6 19 9 -9 -2 24 12 -12 -13 -4 -1 -17 -5 -19 -7 21 -8 23 -22 25 26 -3 -10 -14 -20
right_child=1 2 3 17 5 6 20 8 27 -11 11 13 28 -15 -16 16 -18 18 29 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.06171674500074005 -0.2123110243678093 0.0120794912428263 -0.012489357894822851 0.087663527669769425 0.18863535199476325 -0.018704386577931244 -0.04601974585652352 0.14338501961901784 -0.010543799261515371 -0.066703031184575101 -0.2020614785367045 0.060241754031004881 -0.15700088157769174 -0.11623974742367865 -0.083766342978924518 0.031094254544109051 0.082736402599679945 -0.029267877957952972 0.09913372788578273 -0.16026344035306705 0.063508629581580558 0.17156789110766518 0.02672818975419124 -0.08917413926916197 -0.11814653188563312 -0.11035775893500872 -0.076695450923659592 -0.083099304562291282 -0.050443295282897309 -0.01142482402232977
leaf_weight=32 30 544 817 126 23 182 25 24 158 143 29 95 31 20 106 268 394 110 73 23 24 45 609 60 26 28 55 104 334 39
leaf_count=32 30 544 817 126 23 182 25 24 158 143 29 95 31 20 106 268 394 110 73 23 24 45 609 60 26 28 55 104 334 39
internal_value=0 -0.0100326 -0.00472593 0.00521836 -0.0014699 0.0164174 0.0123254 -0.0496185 -0.0240105 -0.091953 -0.0240839 -0.0474984 -0.069987 0.0295493 -0.020675 0.0561332 0.0618299 0.0420038 0.0160889 -0.0345866 0.0249296 0.093858 0.0179671 -0.0455505 -0.00583282 -0.00117548 0.0039282 -0.0393445 -0.0594934 0.0606357
internal_weight=0 3883 3424 2262 1914 991 968 459 286 173 1162 509 394 115 923 694 662 348 222 205 763 70 693 84 653 627 599 262 365 112
internal_count=4577 3883 3424 2262 1914 991 968 459 286 173 1162 509 394 115 923 694 662 348 222 205 763 70 693 84 653 627 599 262 365 112
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=31
num_cat=0
split_feature=29 3 29 29 16 16 18 10 3 10 4 20 17 7 18 8 20 4 19 16 16 17 24 1 4 13 16 4 17 7
split_gain=208.784 62.4734 77.1718 60.6861 60.5983 53.8829 66.7645 57.477 44.5774 43.6791 55.3286 52.2485 48.3865 40.145 43.5353 34.98 41.3336 39.4344 40.3599 33.1441 32.6961 31.547 32.7251 42.2113 31.3844 52.6476 53.6432 64.6935 43.3103 31.0016
threshold=50.000000000000007 162.23769154490552 105.00000000000001 125.00000000000001 91.100000000000009 112.50000000000001 1.3280335908842329 123.65418889130285 1822.6419111518208 135.44892579371455 228.81843383988223 4.2752308050592891 1.776389608649054 2599.3775871978028 1.2656621546529612 2604.8304195804199 2.6757879858224549 848.78016486347258 1.6081790698545688 130.32500000000002 127.07500000000002 0.97328731495611553 0.63712550947285473 1084.0237083236157 454.13771547999659 190.42119673436881 408.37500000000006 301.26958597479853 1.1931428591747393 578.45067813984144
decision_type=2 2 2 2 2 2 2 2 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 4 -4 -3 6 7 -5 19 11 13 12 15 14 -11 17 -17 18 -6 20 -7 -12 23 -23 25 26 -1 -28 29 -26
right_child=1 2 3 5 9 8 -8 -9 -10 10 21 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 28 -27 27 -29 -30 -31
leaf_value=0.055273951664096543 -0.059463290728677023 -0.17944170492887498 0.10032476474459356 -0.079932829377151307 0.021187874167946794 -0.0091304601266466341 0.1886944419320892 0.12386063314974308 0.12026200811068218 -0.28434717499074486 -0.084957224815669988 0.13162247464060783 -0.16347829774022105 -0.010588354688315165 -0.092369874759956644 -0.025982342226827732 -0.17489846944808962 -0.12337693815881556 -0.10269250042370655 -0.00051183771563233769 -0.1669210446998477 -0.021590303440453384 0.039259481597911004 -0.13687700857142254 -0.05920674776037535 -0.11008532455563545 0.058966190963983534 -0.19538303412497046 0.1603722405076648 0.066965561800804901
leaf_weight=292 231 25 65 31 433 29 34 25 30 21 90 27 20 21 27 122 22 22 28 2101 24 343 77 35 21 25 20 20 48 268
leaf_count=292 231 25 65 31 433 29 34 25 30 21 90 27 20 21 27 122 22 22 28 2101 24 343 77 35 21 25 20 20 48 268
internal_value=0 -0.00902931 -0.00583921 0.00505212 -0.0252412 0.00232885 0.0781579 0.0110464 -0.00079597 -0.0222482 -0.0415423 -0.00467167 -0.0103594 -0.125908 -0.17636 -0.00547519 -0.0487334 0.00742167 0.0136637 -0.00248201 -0.0805828 -0.0308612 -0.0201609 -0.032265 0.0505199 0.0298586 0.0403966 -0.0682084 0.0724074 0.0577973
internal_weight=0 3883 3652 2339 1313 2274 90 56 2184 1288 614 674 647 69 48 627 144 483 461 2154 53 545 455 378 694 357 332 40 337 289
internal_count=4577 3883 3652 2339 1313 2274 90 56 2184 1288 614 674 647 69 48 627 144 483 461 2154 53 545 455 378 694 357 332 40 337 289
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=31
num_cat=0
split_feature=29 12 18 18 29 2 12 17 8 21 29 10 18 9 24 14 23 14 14 23 14 12 12 12 23 18 18 17 2 21
split_gain=169.115 60.0697 50.3888 40.9016 36.7039 38.1604 35.4036 38.0709 37.2731 46.1846 31.5151 47.118 57.026 52.9858 42.855 43.2717 155.413 36.565 35.0182 47.5186 45.572 51.158 40.6376 49.339 44.9308 54.2775 40.0142 36.9865 34.1358 40.3792
threshold=50.000000000000007 592.04071319542038 1.6149454773509528 1.1576105982685978 65.000000000000014 721.55248973153368 2042.3053476649779 1.2209108499905896 660.12254901960796 0.35454427071714906 70.500000000000014 163.54999905557366 1.1202049446266529 233.99724383916995 0.80663031248016237 0.041233108244418927 0.038169549147358164 0.035506394736868827 0.02861889919971353 0.39068215510317145 0.0948095426526048 1961.9478636227786 3625.3232485905032 2111.8035993093404 0.74323471008678688 1.1841458020557198 1.2809915640814615 0.97604613737365009 1202.8946403872753 0.7802940891340685
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 10 -2 -5 -6 7 -1 -8 -10 18 13 -13 -12 15 17 28 -14 19 -3 21 26 23 24 -21 -26 -20 -25 29 -17
right_child=1 2 -4 4 5 -7 8 -9 9 -11 11 12 14 -15 -16 16 -18 -19 20 22 -22 -23 -24 27 25 -27 -28 -29 -30 -31
leaf_value=0.045974905984679827 -0.10707092545111663 -0.088120468191802512 0.036842362083290635 -0.10914210428445772 -0.026541710888395215 0.09752642675130456 -0.12750598465402921 0.12709726256246751 -0.082414232779826443 0.075848886557785725 -0.0072217156954363666 -0.032991224993351338 0.0036486802694316099 -0.071729559837129073 0.10434327396372008 0.073416454348314023 0.18014677039611696 -0.10372424451368197 -0.092416632090296075 0.039941420204598795 -0.030986770124652903 0.1004868052409341 0.090746528605620075 -0.17401550723349346 0.052985451130136363 -0.1095162401723935 0.073228397488594055 -0.044596683050668433 -0.087327120192348964 0.00079514737710479873
leaf_weight=526 80 150 283 49 303 27 21 65 28 54 1100 211 338 144 63 112 67 35 35 110 185 75 30 34 31 61 25 63 30 242
leaf_count=526 80 150 283 49 303 27 21 65 28 54 1100 211 338 144 63 112 67 35 35 110 185 75 30 34 31 61 25 63 30 242
internal_value=0 -0.00812638 -0.00357248 -0.0420971 -0.0283823 -0.0163907 0.0454679 0.054897 -0.0086348 0.0218078 -0.00721381 -0.00136314 0.0137345 -0.0146889 0.0248496 0.0187718 0.0396122 -0.00642653 -0.0243631 -0.0414743 0.00125027 0.0454269 -0.020207 -0.0313395 -0.00319003 -0.0547602 -0.0233979 -0.08996 0.0150918 0.0237714
internal_weight=0 3883 3424 459 379 330 694 591 103 82 3141 2342 1098 1244 887 824 451 373 799 479 320 135 329 299 202 92 60 97 384 354
internal_count=4577 3883 3424 459 379 330 694 591 103 82 3141 2342 1098 1244 887 824 451 373 799 479 320 135 329 299 202 92 60 97 384 354
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=31
num_cat=0
split_feature=29 27 4 12 16 4 1 16 10 10 19 14 22 15 5 12 4 13 10 10 22 21 13 12 21 15 22 18 5 16
split_gain=136.983 68.5269 45.3 44.7889 36.1294 35.6326 40.5166 38.7605 37.584 53.727 49.1423 55.3275 36.7416 41.063 35.097 33.9051 59.8594 48.4094 40.986 39.47 38.7113 33.2772 31.2586 39.5659 43.3774 61.5098 41.4932 30.6674 28.2691 27.8869
threshold=50.000000000000007 6.5000000000000009 162.4014336917563 339.06243602865919 115.27500000000002 328.25006479823759 330.20547368029537 180.35000000000005 263.6752036848124 136.70750843232148 0.88017956029977107 0.1181725652052341 -0.20915363638207496 870.30000000000007 119.31148570172962 1528.1807635821699 679.95413797496701 117.00128038194445 70.091462729724213 62.447942266753522 0.19988403790538739 0.59019075681709288 83.147184744755705 1847.2811197141157 0.72076089087870499 1270.0000000000002 0.13059520084254442 1.2937381706524356 491.75295412472258 327.30000000000007
decision_type=2 2 2 2 2 2 2 2 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 2 21 -4 -5 8 12 -8 9 -3 11 -11 -7 -14 -1 16 17 -9 19 -17 -18 -2 -6 24 29 -26 28 -16 -25 -24
right_child=1 5 3 4 22 6 7 15 -10 10 -12 -13 13 -15 27 18 20 -19 -20 -21 -22 -23 23 26 25 -27 -28 -29 -30 -31
leaf_value=-0.061363312852336094 -0.060110891341872807 0.00051906182925961478 -0.14457018670759031 0.097720283242287473 -0.036811166173056985 -0.037644999943397664 -0.12906189452856781 0.054770839111879466 0.11460967976599933 -0.26783733300864698 -0.029398261744751259 -0.058226825013373264 0.12439913631005342 -0.026027753604980913 0.019768430352377804 0.010516651496291161 0.022486724272709004 0.19960665494203567 0.0079501105435261232 -0.18156642787482427 -0.1453039053454995 -0.2048877702653408 0.011811715111894123 -0.025289083665565534 0.011979917572565781 -0.17256979839432807 -0.056663336787654853 0.063616626962799544 0.037356090444326404 0.10267736815576312
leaf_weight=32 77 853 28 27 577 27 20 100 24 20 220 34 86 23 268 20 44 30 814 23 20 20 59 170 129 21 213 394 125 79
leaf_count=32 77 853 28 27 577 27 20 100 24 20 220 34 86 23 268 20 44 30 814 23 20 20 59 170 129 21 213 394 125 79
internal_value=0 -0.00731374 -0.0238327 -0.0193408 -0.0168362 0.00336966 0.0153739 0.00884508 -0.00921867 -0.0118556 -0.0503798 -0.13586 0.0667888 0.0926577 0.0409211 0.0114694 0.0492197 0.0881945 0.0029238 -0.0922255 -0.0299478 -0.0899618 -0.0190889 -0.00624256 0.0233675 -0.013857 -0.0230294 0.0458654 0.00125548 0.063829
internal_weight=0 3883 1525 1428 1400 2358 1207 1071 1151 1127 274 54 136 109 694 1051 194 130 857 43 64 97 1373 796 288 150 508 662 295 138
internal_count=4577 3883 1525 1428 1400 2358 1207 1071 1151 1127 274 54 136 109 694 1051 194 130 857 43 64 97 1373 796 288 150 508 662 295 138
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=31
num_cat=0
split_feature=13 3 26 10 9 19 19 13 10 25 25 5 11 8 26 13 28 15 3 9 21 8 25 15 13 28 13 9 13 15
split_gain=66.0858 45.2503 41.511 58.1734 57.9224 45.3473 45.0888 42.8431 33.9267 33.9192 34.8639 50.7173 92.5276 40.049 47.5237 37.7664 87.9052 54.8894 47.0924 41.7406 63.4816 65.9242 108.891 40.5424 36.2649 34.9622 33.3129 32.703 32.3097 31.5252
threshold=58.644280306441551 162.23769154490552 1.0000000180025095e-35 165.05555555555557 71.092595997349051 1.1912758481444687 0.99871610655316523 86.978659238314563 139.37500000000003 -0.032566388823639332 0.85338536278297228 128.88506258942451 136.71223132901085 2741.3166666666671 6.5000000000000009 102.69205058066994 6.5000000000000009 692.85000000000184 509.53774384864715 135.27011506000733 0.86411948247136328 660.12254901960796 0.0099451057563208021 1125.0000000000002 144.00591957542358 4.5000000000000009 65.999617274430577 162.2248627214382 77.055001594669207 1411.2
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 8 -7 29 11 12 -11 14 -13 16 17 -16 -18 -17 23 22 -22 25 -23 -21 -5 -8 -15 -6
right_child=1 2 4 26 9 7 27 -9 -10 10 -12 13 -14 28 15 19 18 -19 -20 20 21 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.11796791386651867 -0.042290599136264581 0.0013636741599049231 0.088793955538151934 -0.025195675097983067 0.022150339537978184 0.044935671532769283 -0.20260152694853872 0.11852526616973756 -0.058652207456333073 -0.030236859592479588 0.052916424090984619 0.0098565649073721184 -0.22251316674053667 -0.10171281255119231 0.019681623466312886 0.087028252857542315 0.096968429051339622 -0.16625703600319952 -0.038532193693875644 0.15564549498516939 -0.00098834050752754743 0.10882618013769388 -0.26392776117556627 -0.011429905650008999 -0.066209858244863057 0.012885950009028117 0.047443100422326676 -0.061818043024025188 -0.022476168827435132 -0.069472486341837794
leaf_weight=47 227 99 69 71 614 71 22 39 57 151 88 1240 30 71 20 43 35 77 96 29 28 20 36 363 29 42 570 66 187 40
leaf_count=47 227 99 69 71 614 71 22 39 57 151 88 1240 30 71 20 43 35 77 96 29 28 20 36 363 29 42 570 66 187 40
internal_value=0 0.00122395 0.00351951 0.0214283 -0.00186721 -0.0111087 -0.0449317 0.0267649 -0.00119331 -0.00379856 -0.00894581 -0.011126 -0.0621059 -0.0071418 -0.00248579 -0.0211955 -0.0557603 -0.127919 -0.00232974 -0.00783821 -0.0152957 -0.0820587 -0.148892 0.00208727 0.00523342 0.0711962 0.0393973 -0.0970139 -0.0442816 0.0165465
internal_weight=0 4530 4303 995 3308 354 187 167 128 3239 2585 2497 181 2316 2058 818 228 97 131 590 547 113 64 434 49 71 641 88 258 654
internal_count=4577 4530 4303 995 3308 354 187 167 128 3239 2585 2497 181 2316 2058 818 228 97 131 590 547 113 64 434 49 71 641 88 258 654
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=31
num_cat=0
split_feature=29 14 14 20 29 29 0 15 7 21 13 29 21 21 29 4 29 0 0 8 13 20 4 21 13 10 4 25 17 21
split_gain=98.5863 40.4965 53.5801 40.9345 38.9661 37.6495 33.806 48.8381 79.9095 64.0325 48.4068 72.2826 51.7471 38.1825 36.7121 38.8722 36.7119 48.0819 32.3227 30.9224 30.8657 32.9323 54.3572 29.5311 36.9679 29.349 61.5775 54.0632 38.4139 35.9555
threshold=50.000000000000007 0.86229221274204793 0.46475837357799826 1.3761173045075503 105.00000000000001 125.00000000000001 849.41428571428582 1323.0000000000002 505.7645661547927 0.24272401266259522 82.001156069364171 200.00000000000003 0.66488374392452221 0.39704941661822024 185.00000000000003 1052.7582963237112 170.00000000000003 392.96014215418262 1170.7909650488186 2741.3166666666671 79.889433821927383 1.4705574364968104 593.68434455539466 0.99561335591802258 73.997027290643715 150.5413285293574 228.81843383988223 0.78567734824893265 1.6687358383608444 0.9602367286444512
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 -6 7 9 -9 -7 20 12 -12 18 15 19 17 -14 -8 -15 21 -11 -23 -5 -25 28 27 -27 -2 -30
right_child=1 -3 3 23 5 6 13 8 -10 10 11 -13 16 14 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.034715364042733947 -0.0025486279302739251 -0.053354280322105034 -0.07129436337078611 0.1405432874602931 0.076558433329829811 0.17110942770605503 0.037098255618052051 -0.2205698596579688 -0.021863460173166115 -0.11561932849787898 0.20646130419694464 0.0028614116184129271 -0.049319828951767848 0.10234771442413332 0.071899653964592566 -0.13182614117860794 0.11876225431378072 0.10420393141753533 0.2105454513004848 -0.038120998335736143 -0.12431283268545355 -0.022553187873729362 0.084867697443675116 0.16470035593956711 0.014242329322889949 -0.26726466152817013 -0.025966174582975329 -0.066721033300386701 -0.189027166840705 -0.0037675253860652447
leaf_weight=694 755 174 24 42 65 23 22 21 558 31 26 669 51 25 67 25 52 34 21 42 28 369 54 20 89 20 493 41 22 20
leaf_count=694 755 174 24 42 65 23 22 21 558 31 26 669 51 25 67 25 52 34 21 42 28 369 54 20 89 20 493 41 22 20
internal_value=0 -0.0062046 -0.00399267 0.050019 -0.00666727 0.00159331 -0.000707319 -0.00480947 -0.0290704 0.00569695 0.0028016 0.0174105 0.0771243 0.0382022 0.0155927 -0.0254135 0.0525785 0.0120897 0.121805 0.0142927 -0.0224154 -0.016131 -0.00883988 0.0693006 0.0418493 -0.0200151 -0.0376935 -0.132473 -0.00772668 -0.100808
internal_weight=0 3883 3709 175 3534 2183 2118 1916 579 1337 1314 832 163 202 159 92 137 85 43 67 482 454 423 151 109 1351 554 61 797 42
internal_count=4577 3883 3709 175 3534 2183 2118 1916 579 1337 1314 832 163 202 159 92 137 85 43 67 482 454 423 151 109 1351 554 61 797 42
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=31
num_cat=0
split_feature=13 14 26 27 12 18 14 13 27 6 18 17 17 22 15 9 11 3 3 4 27 12 13 17 15 16 26 3 16 16
split_gain=52.2655 40.7058 43.4114 79.6621 67.4363 52.0989 47.193 36.3899 39.7483 36.2999 49.4001 53.4803 46.0148 32.511 39.192 30.3106 43.4334 32.9973 33.316 40.2427 33.6893 70.0876 65.1885 62.0243 45.1599 37.2776 85.1995 49.937 35.2552 53.3241
threshold=58.644280306441551 0.86229221274204793 1.0000000180025095e-35 6.5000000000000009 430.24989018229741 1.5115817206821811 0.46475837357799826 65.999617274430577 2.5000000000000004 230.06089334548773 1.3667146528907195 0.97328731495611553 1.1295371679625987 -0.30831029693740691 757.22500000000048 907.36834389889157 1206.8047949373251 1759.9507055868401 1269.7223694064785 112.71793046156937 9.5000000000000018 1769.9814875469644 113.87176590343603 1.4825444923434707 1770.3500000000001 136.32500000000002 3.5000000000000004 281.23313788216018 430.50000000000006 419.9500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 -2 -9 10 11 -10 -13 14 -5 17 -17 18 19 -15 21 22 24 -22 -21 26 -23 -27 29 -29
right_child=1 -3 3 6 -6 -7 -8 8 9 -11 -12 12 -14 15 -16 16 -18 -19 -20 20 23 25 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.10491011206139909 -0.016591816801482289 -0.046917778022642083 -0.23403482213616372 -0.0080034553749873394 -0.017396971205356805 -0.022263672273783459 0.083110390106836962 0.093463954309244535 0.031174337597829956 0.037444015402644623 0.029536693545934911 -0.25324119861636846 -0.052448397517204287 -0.088125297914896372 -0.15989657721575351 -0.17722289438048999 0.013025733628975494 0.11519326115337512 -0.033290100617738197 -0.00080538759071680703 0.0016740225771201813 0.046217832667753103 0.11353449662360299 -0.14446941207279451 0.10146472179409811 0.061821226408433266 -0.2332451343536377 -0.0088939582327688775 0.025774497609655441 -0.16568669789652948
leaf_weight=47 195 170 26 53 1249 21 84 92 28 484 102 21 25 38 25 21 28 30 166 161 314 24 142 32 59 173 20 381 343 23
leaf_count=47 195 170 26 53 1249 21 84 92 28 484 102 21 25 38 25 21 28 30 166 161 314 24 142 32 59 173 20 381 343 23
internal_value=0 0.00108847 0.00296027 -0.00229585 -0.021822 -0.139414 0.00965778 0.0219034 0.0318856 0.0233019 -0.0155889 -0.0777891 -0.144115 0.00662285 -0.0566871 0.00914877 -0.0685094 0.0111452 0.00948135 0.0136334 0.0159461 0.0231971 0.0607145 -0.0118421 0.0266216 0.00910857 -0.0808108 0.0134091 0.00219714 -0.0178203
internal_weight=0 4530 4360 3413 1296 47 2117 947 752 660 176 74 46 2033 78 1955 49 1906 1876 1710 1672 1326 362 346 220 964 44 920 747 404
internal_count=4577 4530 4360 3413 1296 47 2117 947 752 660 176 74 46 2033 78 1955 49 1906 1876 1710 1672 1326 362 346 220 964 44 920 747 404
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=31
num_cat=0
split_feature=13 12 13 20 18 10 17 11 25 28 24 0 2 20 19 19 3 10 12 6 18 4 6 2 0 10 19 17 28 17
split_gain=42.3351 37.4166 39.4527 39.6924 38.9606 52.5772 41.4427 38.4607 31.8139 52.0976 39.1674 34.4916 33.9948 45.6593 50.0563 54.9305 46.1853 66.9118 52.1868 38.4243 48.065 34.3635 30.6856 33.818 30.4796 28.4567 35.4411 40.8911 35.8013 33.2706
threshold=58.644280306441551 357.35687470113425 77.967242638063453 1.4055345058643527 1.2883930916714597 229.93154527633325 0.92536793743778156 161.77891722099042 -0.031407054761097085 1.0000000180025095e-35 -0.046498546019011315 286.05827956989253 195.5565635400379 2.6243048971563181 1.1201676116773045 1.1864842096052541 339.82978129675774 75.492324695828884 2141.9107242146238 459.00559367851952 1.3798270027136328 255.02421345417039 211.25903413466423 844.83850333334692 131.46833628687588 109.04621030118365 0.86084701770159688 1.0124387542902025 25.500000000000004 0.99463318254074362
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -3 9 -6 -11 -12 -10 16 -15 -16 21 -18 -19 20 -20 24 -17 -24 -14 -8 -27 28 29 -28
right_child=1 4 3 -5 5 -7 25 -9 12 10 11 -13 13 14 15 22 17 18 19 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.094419098716784042 -0.015704704659959046 0.11804927941031602 -0.042669639700593863 -0.23005299396812917 0.14678641816272456 0.043405783442997822 0.011577518004066489 0.01107461537434676 -0.10838447052144236 -0.013181928189806059 0.10919537832113831 0.014241282653529197 0.039270246343221515 0.10981356223875827 -0.12443706321305242 -0.0061307034891535037 -0.20341876849460486 -0.003642145791862535 -0.23666666073018106 0.0052733514619910209 -0.047457377001643181 0.044730625762825924 0.078774328861318285 -0.021293130719122737 -0.082294523824344989 -0.051286670012098606 -0.025376623957586216 0.0014566342171537102 0.050973006135419663 -0.087004309215684653
leaf_weight=47 124 49 26 20 34 454 543 107 31 192 66 91 33 55 29 222 26 169 29 23 25 126 120 47 55 229 332 1108 46 119
leaf_count=47 124 49 26 20 34 454 543 107 31 192 66 91 33 55 29 222 26 169 29 23 25 126 120 47 55 229 332 1108 46 119
internal_value=0 0.000979624 -0.0450462 -0.124141 0.00277421 0.0139048 -0.00525405 0.0446756 0.00414991 0.0286231 0.0171115 0.0541583 -0.00531801 -0.00198636 0.0201315 0.00833122 -0.0235126 -0.0508562 -0.0347317 -0.102967 -0.14907 0.011242 0.0182291 0.0506116 -0.0367077 -0.00853088 -0.0144845 -0.00923355 -0.033066 -0.0416376
internal_weight=0 4530 170 46 4360 1827 2533 156 1373 383 349 157 990 959 473 418 486 272 246 77 54 214 389 167 88 2377 1834 1605 497 451
internal_count=4577 4530 170 46 4360 1827 2533 156 1373 383 349 157 990 959 473 418 486 272 246 77 54 214 389 167 88 2377 1834 1605 497 451
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=31
num_cat=0
split_feature=13 27 5 5 3 16 6 16 5 9 27 17 2 18 28 9 17 7 7 8 9 27 22 18 18 13 4 22 16 28
split_gain=34.2914 31.5861 34.3478 73.3674 49.8669 35.0075 58.7513 27.185 26.5054 27.8072 27.0557 50.8664 33.9085 38.4249 53.5209 52.3001 35.1133 31.6378 26.8914 31.6432 31.4285 38.4237 41.8278 33.7193 33.5595 34.8731 25.8817 25.7767 25.271 25.2227
threshold=58.644280306441551 6.5000000000000009 130.42641184353639 112.71631882704362 255.62257337418501 752.60000000000014 543.67851048253431 253.15000000000003 1266.9745732990416 872.12765957446823 9.5000000000000018 1.4416997575548467 1623.0213112271938 1.4744315334268308 1.0000000180025095e-35 80.346445448681393 2.1236512751834176 204.43170474230891 2034.8828409885016 2561.1538461538466 207.53425306656504 8.5000000000000018 -0.14189491448437186 1.3025170387682368 1.0678220244091181 157.46593127776165 820.12047266020238 0.27497214720204932 646.55000000000007 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 7 -5 -4 -7 -2 9 10 12 -12 13 18 -15 -16 -17 -13 20 -20 21 26 -23 -24 25 -22 27 29 -11 -3
right_child=1 8 5 4 -6 6 -8 -9 -10 28 11 17 -14 14 15 16 -18 -19 19 -21 24 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.084977188793585665 -0.039547219189332662 0.10541697567509067 -0.0012833648862792648 -0.06053671976034012 -0.26091259970613151 -0.2190547264739871 -0.0091417806094977998 0.04976330711803538 0.088617910211905848 -0.11733297821791733 -0.00095362889348166592 -0.041020219953996795 0.10069520865694026 0.18477379417419434 0.16700631672373187 0.030174394124208043 -0.097016013638737297 -0.19405682615258479 -0.12512896249456137 -0.01216031534635402 -0.10082856791619309 -0.16811262276023628 0.01061798588342064 -0.092969097724805272 0.034106878720216997 0.054426078498363499 -0.097894997928630226 -0.073198621562032981 0.016690156399272384 0.012529869612349928
leaf_weight=47 124 31 1571 27 23 20 40 47 40 34 563 35 44 25 26 227 24 22 29 171 39 24 91 48 590 23 22 33 24 513
leaf_count=47 124 31 1571 27 23 20 40 47 40 34 563 35 44 25 26 227 24 22 29 171 39 24 91 48 590 23 22 33 24 513
internal_value=0 0.000881662 -0.0091595 -0.0461559 -0.15271 -0.00414649 -0.0791128 -0.0149999 0.00782574 0.00660068 0.00814006 -0.0100675 0.0138996 0.0119064 0.0446447 0.0319977 0.0180128 -0.100087 0.00578061 -0.0285408 0.0106351 -0.00315548 -0.0462023 -0.0251531 0.0267524 -0.0432341 0.00855844 0.0126173 -0.0618751 0.0178231
internal_weight=0 4530 1852 221 50 1631 60 171 2678 2638 2580 620 1960 1916 302 277 251 57 1614 200 1414 762 163 139 652 62 599 577 58 544
internal_count=4577 4530 1852 221 50 1631 60 171 2678 2638 2580 620 1960 1916 302 277 251 57 1614 200 1414 762 163 139 652 62 599 577 58 544
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=31
num_cat=0
split_feature=29 21 17 24 21 13 9 8 26 17 10 16 23 14 14 10 17 9 26 13 8 4 29 24 9 4 26 20 24 13
split_gain=59.6889 24.0545 32.9925 32.8438 50.7168 28.3907 31.2839 27.9876 32.1559 24.9747 28.9854 46.1769 53.8834 27.0737 80.1464 62.2377 54.3123 44.0243 58.1722 47.4318 65.2477 37.2041 47.7689 31.8833 31.3296 37.8789 31.2213 49.9816 35.8872 35.0589
threshold=20.500000000000004 1.1800818492807801 1.3592456723753292 0.12286791442739049 1.3879157643785927 78.260338879896594 163.6628056467639 290.88806637254413 7.5000000000000009 1.7021755189629875 139.74758157912666 259.12500000000006 -0.21573771383487325 0.044045442184525656 0.069180974857279656 266.47767857142861 1.2258990765906794 158.31918370091449 6.5000000000000009 133.03837926010286 1151.5053763440862 282.4941082030777 185.00000000000003 0.29763372844284791 386.33691201438137 266.60195325669673 9.5000000000000018 1.366647235232392 -0.035439804614760199 161.14279007831723
decision_type=2 2 2 2 2 2 2 2 2 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 5 7 -5 -3 -7 8 -4 13 11 12 -11 17 15 16 -15 21 -19 20 -20 22 -2 26 25 -22 -16 28 -28 -29
right_child=1 2 3 4 -6 6 -8 -9 -10 10 -12 -13 -14 14 23 -17 -18 18 19 -21 24 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.029039763445750589 0.03105623071824902 0.01208002878237823 0.03863397218228784 -0.16404584582895043 0.04960130539536476 -0.13256943838016408 0.018013069236820396 0.08037210534975836 -0.081456648178950514 -0.19837894458323718 -0.13974583458900453 0.030082173496903331 -0.034007984633612751 -0.1237417729837554 -0.016454582524142766 0.14175956218280425 0.057687421450270462 -0.0057241597213080935 -0.19333370616659523 -0.014733573588206953 -0.10106803834245637 0.093138238872565782 -0.13661725162750199 0.093328117217981454 -0.12968501674265348 -0.0019486098534063153 0.022846730411625826 0.081132298353191287 -0.13894844648653065 0.00065254916343837979
leaf_weight=613 89 94 128 20 25 37 22 132 27 24 25 89 118 21 798 71 77 1266 40 249 58 68 21 33 44 115 26 118 29 100
leaf_count=613 89 94 128 20 25 37 22 132 27 24 25 89 118 21 798 71 77 1266 40 249 58 68 21 33 44 115 26 118 29 100
internal_value=0 -0.00449076 0.0163728 0.0340785 -0.045353 -0.0220474 -0.07642 0.0465329 0.017715 -0.0073993 -0.0374624 -0.0263927 -0.061789 -0.00501142 0.00633207 0.0704632 0.0188097 -0.0124167 -0.0171789 -0.0458383 -0.0759748 0.0349912 -0.000954161 -0.0034851 -0.0543418 -0.0351794 -0.00646814 0.022723 -0.0624635 0.044215
internal_weight=0 3964 485 332 45 153 59 287 155 3479 256 231 142 3223 1273 169 98 1950 1772 506 257 178 110 1104 217 173 1071 273 55 218
internal_count=4577 3964 485 332 45 153 59 287 155 3479 256 231 142 3223 1273 169 98 1950 1772 506 257 178 110 1104 217 173 1071 273 55 218
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=31
num_cat=0
split_feature=29 29 29 15 28 7 0 13 19 22 15 21 19 14 22 14 15 13 13 28 19 11 20 4 13 7 19 29 14 22
split_gain=48.348 23.7834 30.8538 26.6317 23.4328 39.1745 26.6148 30.1115 29.591 23.2593 63.3685 30.5486 35.4975 40.4906 69.634 54.0008 41.5187 40.7832 43.5214 39.4756 39.2198 37.0687 32.0465 30.6307 29.1269 33.0333 30.1386 27.2338 25.6093 24.6671
threshold=20.500000000000004 105.00000000000001 125.00000000000001 3627.7500000000005 1.5000000000000002 288.97520174468929 815.36038961038969 156.4965896406338 1.6219838928896082 -0.17916581127425971 1270.0000000000002 1.1800818492807801 0.86084701770159688 0.041233108244418927 0.042982556030342144 0.035506394736868827 1283.0000000000002 75.00011854360713 72.253100336986449 3.5000000000000004 0.97429667385017071 485.00861953155675 2.1995846466551847 413.84714533914814 174.2485109455375 398.09013302678142 1.1108679358841609 170.00000000000003 0.24234003032250725 -0.18816729349040037
decision_type=2 2 2 2 2 2 2 2 2 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 9 5 -2 8 -8 -6 10 29 12 21 15 17 -14 -17 18 19 -15 -16 23 24 -11 28 -26 -27 -13 -19 -4
right_child=1 2 3 -5 6 -7 7 -9 -10 11 -12 27 13 14 20 16 -18 22 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.026135786663251667 -0.13724490781434071 0.069264751832198476 -0.0060822894770119875 0.095246642545379456 0.00011217457136223361 -0.022870378830116389 -0.07381599209797772 0.033304134822067094 -0.06337620754478665 -0.03037699976533453 -0.16760660254263454 -0.060820531113339328 0.00058535101852079537 -0.12799000824716958 0.0062062700671958737 -0.027440753015311986 -0.1923346638106383 0.068527122586965569 -0.17662130087614059 0.027603826171068092 0.13767621455093224 -0.15934629276394846 0.096521935128008163 0.055893302320482889 -0.11885830012770991 0.067882545768386801 -0.075041456937789922 0.061358633510125195 -0.0038529123386575118 -0.1126915123799573
leaf_weight=613 39 66 385 29 1038 129 115 34 79 331 28 21 819 22 32 37 26 107 20 63 78 20 56 47 30 36 25 139 90 23
leaf_count=613 39 66 385 29 1038 129 115 34 79 331 28 21 819 22 32 37 26 107 20 63 78 20 56 47 30 36 25 139 90 23
internal_value=0 -0.00404168 0.00178987 -1.74915e-05 -0.0143303 -0.0494216 -0.0096736 -0.0493725 -0.00437805 -0.00115205 -0.0220793 0.00341237 -0.000233986 0.00706761 0.0281235 -0.00627733 -0.0954922 0.0106541 -0.0438968 -0.0126675 0.0994304 -0.0266702 0.0273048 -0.0196503 0.0138459 -0.0329452 0.00930713 0.0453226 0.0354601 -0.0120921
internal_weight=0 3964 2530 2464 1434 168 1266 149 1117 2435 436 1999 1839 1441 559 882 63 449 105 85 110 398 344 378 288 91 61 160 197 408
internal_count=4577 3964 2530 2464 1434 168 1266 149 1117 2435 436 1999 1839 1441 559 882 63 449 105 85 110 398 344 378 288 91 61 160 197 408
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=31
num_cat=0
split_feature=29 27 26 27 9 23 11 3 0 24 22 23 21 1 3 1 10 22 11 3 3 25 1 26 3 24 18 18 13 21
split_gain=40.0231 34.9597 21.9995 71.5546 37.917 33.6304 32.1453 56.8331 58.9086 34.3555 31.8773 36.9689 28.3165 27.2809 48.7146 38.0785 26.8735 25.8491 41.0121 43.9723 28.4426 22.6439 22.5413 22.2995 47.2863 22.2807 21.6688 24.0605 21.3781 19.9217
threshold=50.000000000000007 6.5000000000000009 7.5000000000000009 9.5000000000000018 609.05898118779498 -0.0056687385931054679 315.13478935817142 768.14045089955027 799.06548011426071 0.17423508266017093 0.061094723112398976 -0.08843659794696232 1.1697857956933888 338.03018352574242 229.97078976561588 393.49473045067697 87.272339571083748 -0.052775981108765281 162.73634313397932 199.34733284170025 406.44170308380671 0.4854206697029399 787.11215710570332 2.5000000000000004 283.69755845946491 0.42174592426287177 1.1826545323225461 1.2301195863563466 174.2485109455375 0.58172080075838195
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 -6 12 10 9 -9 11 -8 17 14 -4 16 -15 18 19 -3 -20 22 -11 -14 -25 -10 -19 29 -18 -28
right_child=1 2 3 -5 5 -7 7 8 25 21 -12 -13 23 15 -16 -17 28 26 20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.022119162419290211 -0.015752089329553888 -0.026039549269588649 -0.0081286316820934641 -0.12177126492477126 -0.015630954124585348 -0.18671842619776727 0.084364316006447532 0.01048591786398078 0.017001661150961331 -0.064443552429261419 0.1067752421429416 -0.020732514164768734 0.013128582531102946 -0.12283459302128814 0.12157381726611478 0.0086865216785714308 0.037858656316529959 0.026642296775159516 -0.045843155787847312 0.10337363900616765 -0.15637904090871071 -0.008143694698810577 -0.20298138596117499 0.19825948003841484 0.022000160184171464 0.13339050494391344 -0.072680736594789089 0.0037689838590829272 -0.082965373151280275 0.036214417999699003
leaf_weight=694 1525 97 67 54 27 20 69 53 38 23 106 65 158 41 51 381 32 275 118 36 29 20 24 23 45 29 84 345 27 21
leaf_count=694 1525 97 67 54 27 20 69 53 38 23 106 65 158 41 51 381 32 275 118 36 29 20 24 23 45 29 84 345 27 21
internal_value=0 -0.00395331 0.00367737 -0.0111881 -0.00194427 -0.0884341 0.00995349 0.0335953 -0.00773523 -0.049674 0.0657988 0.0333845 0.00175278 0.00484208 0.0479292 -0.00572815 -0.0606481 -0.00543942 -0.031246 0.00898958 -0.0676496 -0.0972631 -0.135186 0.0337358 0.0816173 0.0673789 0.00452724 -0.00898751 -0.0174337 -0.0509017
internal_weight=0 3883 2358 700 646 47 1658 427 187 120 240 134 1231 599 118 481 100 1005 280 133 147 67 47 226 68 67 725 450 59 105
internal_count=4577 3883 2358 700 646 47 1658 427 187 120 240 134 1231 599 118 481 100 1005 280 133 147 67 47 226 68 67 725 450 59 105
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=31
num_cat=0
split_feature=13 2 27 26 7 0 9 3 19 8 23 9 5 9 5 27 26 28 2 14 14 20 22 22 28 8 13 19 19 14
split_gain=25.7948 24.8247 20.373 37.4806 53.4253 47.0844 91.8983 33.2924 45.5928 26.1742 23.1934 21.5918 19.4031 19.6613 21.7121 20.2172 66.3434 30.619 25.7626 27.4132 41.1288 40.5939 39.2954 31.4568 33.0594 36.4823 30.1995 27.5173 42.7264 26.7236
threshold=58.644280306441551 466.19163719625493 6.5000000000000009 1.0000000180025095e-35 368.11305703585145 240.55792470874636 246.50479680213195 278.41054712348165 0.85323857663060176 3254.5416666666674 -0.36294855023412959 232.48181818181823 1266.9745732990416 872.12765957446823 1117.8180840182652 9.5000000000000018 6.5000000000000009 3.5000000000000004 1623.0213112271938 0.011151208555371746 0.010145221337108717 2.7745098384908213 0.23842548005208114 0.22910326673914097 1.0000000180025095e-35 427.12779694129864 72.997775478530798 1.2174332480808974 1.0507615745669823 0.034543132237959427
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 -7 -9 11 -5 -6 13 15 -15 18 -17 -18 19 20 -4 23 26 24 25 -21 -23 28 -26 -24
right_child=2 -3 12 5 9 7 -8 8 -10 -11 -12 -13 -14 14 -16 16 17 -19 -20 21 -22 22 29 -25 27 -27 -28 -29 -30 -31
leaf_value=0.01074086792767048 -0.033047186916536957 -0.13625120074246769 -0.001637204739519141 0.062456391179668051 0.091524753709220225 0.071999343117931866 -0.23960258910575738 -0.13905245925166779 -0.0097774194018181108 -0.050482542567293759 -0.052147124741260001 0.030213011403791082 0.0754669732414186 -0.11561699850883866 0.0068235291292270033 0.0034393767262938333 -0.20129346735775472 -0.058420648599664372 0.087221656798977754 0.13629592974216512 -0.11497077318730163 0.19084069989621641 0.040353676103628604 0.11412476081667203 -0.0029658460694767922 -0.024754643541845409 0.061165565050760054 -0.069174506895098034 0.055199209342012182 -0.11131645613128233
leaf_weight=20 166 27 550 21 72 48 26 28 1063 33 111 284 40 28 30 540 20 60 44 39 34 20 26 28 799 22 176 51 150 21
leaf_count=20 166 27 550 21 72 48 26 28 1063 33 111 284 40 28 30 540 20 60 44 39 34 20 26 28 799 22 176 51 150 21
internal_value=0 -0.0737014 0.000764672 -0.00729956 0.0144478 -0.0166055 -0.0677621 -0.00950913 -0.0130952 0.0347156 -0.0339147 0.0426131 0.00634158 0.00529343 -0.0522857 0.00658785 -0.00915136 -0.0941389 0.0115666 0.00982919 -0.00823539 0.0177494 0.0547058 0.00950294 0.00674195 0.0782121 0.0743977 0.00238227 0.00622779 -0.0274138
internal_weight=0 47 4530 1852 555 1297 158 1139 1091 389 132 356 2678 2638 58 2580 620 80 1960 1916 584 1332 243 1089 1061 61 196 1000 949 47
internal_count=4577 47 4530 1852 555 1297 158 1139 1091 389 132 356 2678 2638 58 2580 620 80 1960 1916 584 1332 243 1089 1061 61 196 1000 949 47
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=31
num_cat=0
split_feature=29 27 12 24 19 13 13 0 9 19 16 20 21 14 16 0 28 13 28 12 20 13 16 21 13 19 19 28 14 12
split_gain=28.2718 23.0906 22.1301 36.2663 28.905 19.7735 21.0887 29.0076 21.4137 19.2216 33.589 41.3151 47.1004 32.9162 22.1077 25.5191 27.8448 31.2292 20.5966 57.3305 28.4167 67.9899 22.8872 22.7216 24.7055 37.5598 35.3868 28.5574 23.0471 21.0452
threshold=50.000000000000007 6.5000000000000009 2723.2429445633843 0.019332712603001307 1.0130206715838279 261.73002743567298 212.45866529097597 625.07760237101559 688.2457501503435 0.9145958056593293 560.22500000000025 1.8767203444084386 0.63155708550213174 0.40392756276603736 684.05000000000007 874.57352941176475 9.5000000000000018 108.85271914119896 2.5000000000000004 539.25684098927024 2.4610751428523723 119.99805719397312 115.27500000000002 0.25782596439540184 90.000059171597641 1.3551026412484892 0.98983223756045258 3.5000000000000004 0.021145272088313131 2288.9414628868212
decision_type=2 2 2 2 2 2 2 2 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 3 -1 -4 6 -3 -8 -9 10 11 13 -13 -2 18 16 17 -16 19 -11 -21 -22 -20 -24 26 29 -25 -28 -29 -26
right_child=1 5 4 -5 -6 -7 7 8 -10 14 -12 12 -14 -15 15 -17 -18 -19 22 20 21 -23 23 24 25 -27 27 28 -30 -31
leaf_value=0.13895441603202086 0.060243229181929071 0.0038159377908791115 0.038743250044062733 0.018414923411444014 -0.12403331914295752 0.056427051688530551 -0.068614494130807988 0.081616867825003547 -0.047589737468439607 -0.19519617592915894 -0.16094016500172162 -0.010704447492957117 -0.20683017621437708 -0.038813474831620759 -0.21007058635030107 0.034765062778587305 -0.026892234979947999 -0.04341811151667075 0.082191143404035008 0.023966229365891722 0.003856786547435655 -0.21773696513846519 -0.090053130047661925 -0.13902260234410113 0.028583296009098313 0.12011434655692993 0.094732869774103168 -0.034448494651657807 0.01401026060137852 -0.015031900019527471
leaf_weight=26 55 2145 20 624 24 67 94 29 23 20 21 25 24 86 23 31 67 22 34 83 45 20 28 22 254 33 25 249 162 196
leaf_count=26 55 2145 20 624 24 67 94 29 23 20 21 25 24 86 23 31 67 22 34 83 45 20 28 22 254 33 25 249 162 196
internal_value=0 -0.00332264 0.0185905 0.0232365 -0.050044 0.00287886 0.00131285 -0.0354619 0.0244678 -0.0129116 -0.0409282 -0.0276638 -0.106766 -0.000174335 -0.0084127 -0.0455307 -0.0677554 -0.128596 -0.00387994 -0.0362852 -0.0148107 -0.0643259 0.00154786 -0.00128173 0.00135971 0.0171381 -0.0152799 -0.00903599 -0.015348 0.00958646
internal_weight=0 3883 694 650 44 2358 2291 146 52 1525 211 190 49 141 1314 143 112 45 1171 168 148 65 1003 969 941 483 458 436 411 450
internal_count=4577 3883 694 650 44 2358 2291 146 52 1525 211 190 49 141 1314 143 112 45 1171 168 148 65 1003 969 941 483 458 436 411 450
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=31
num_cat=0
split_feature=12 16 13 12 16 13 24 12 4 11 19 28 22 8 6 28 24 12 13 19 13 20 4 13 16 14 8 20 28 17
split_gain=24.2101 26.8272 21.389 21.7404 55.9753 53.9489 41.7741 51.3835 41.8809 41.2197 36.4213 35.432 33.0426 52.11 97.8068 38.8816 33.0064 26.1087 31.2457 25.9683 24.1007 33.1927 23.4162 23.2506 22.0273 29.2158 44.7681 33.1844 51.7534 20.76
threshold=357.35687470113425 219.40000000000003 58.644280306441551 1914.0255277838548 136.32500000000002 122.14244969478808 0.57123594369330777 1013.8522007479414 387.69588527293769 176.79771606308228 1.0037348269340745 19.500000000000004 -0.0080176659852174825 796.210226502919 298.90501319926869 1.0000000180025095e-35 0.41372015815512342 2797.8129125674045 284.14966584272014 0.99546096550389007 209.84698384988164 2.3394787223404552 517.15556008580552 92.64525988355372 309.50000000000006 0.00019082945492295673 1961.6005847953218 3.7902538492369029 2.5000000000000004 1.277531640515063
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 10 7 16 -8 -5 11 12 15 14 -14 -4 22 -6 19 20 21 -19 29 24 25 -12 27 -27 -29 -7
right_child=2 -3 3 4 17 6 8 -9 -10 -11 23 -13 13 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.020535195423049275 -0.065670884012224831 -0.13270049354434013 0.10635203756392003 -0.018190841687222323 -0.013933707551314282 -0.11953148345152538 0.061456727047191295 0.046624359528422123 0.22820863988250495 -0.18396125838160515 -0.040973244832000801 0.054522616776597248 -0.028054524607779015 -0.0041598140129021242 -0.2543996827517237 -0.029718028298936716 -0.13352387646834057 0.019262084315607057 0.12271426245570183 -0.009982252496575833 -0.043159803341735498 0.097829366224708378 0.064891340868437994 0.030360229334054408 -0.014313704933127317 0.023907924045921052 0.097865505772995576 -0.13367829016233621 0.0065878977548781336 -0.0026544576341455631
leaf_weight=145 47 25 24 30 975 21 61 316 20 30 90 46 42 56 35 168 24 257 24 424 44 68 34 340 543 439 66 37 91 55
leaf_count=145 47 25 24 30 975 21 61 316 20 30 90 46 42 56 35 168 24 257 24 424 44 68 34 340 543 439 66 37 91 55
internal_value=0 -0.0370301 0.00142844 0.00215175 -0.00606563 0.00821977 0.0365196 0.0246197 0.10263 -0.101076 0.000618756 -0.0276209 -0.0392474 -0.0775581 -0.130939 -0.0127093 -0.0272718 -0.00288447 0.0103016 0.00689943 0.0262973 0.0357008 -0.00408955 0.00714237 0.000906927 0.0123382 0.019918 0.0108448 -0.0339578 -0.0349494
internal_weight=0 170 4407 4360 1852 2508 531 450 81 60 1977 371 325 133 77 192 134 1792 817 793 369 325 110 1606 1266 723 633 567 128 76
internal_count=4577 170 4407 4360 1852 2508 531 450 81 60 1977 371 325 133 77 192 134 1792 817 793 369 325 110 1606 1266 723 633 567 128 76
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=31
num_cat=0
split_feature=12 1 26 12 10 6 13 6 0 27 3 22 14 15 7 3 3 22 12 12 22 20 13 14 17 26 21 14 14 24
split_gain=19.6102 44.676 21.2368 71.2575 73.954 79.2395 55.5678 38.215 27.6442 48.4173 31.0013 26.4909 35.1039 47.4253 41.9451 39.0149 46.0367 42.3806 32.5015 32.3939 39.1723 41.3196 34.5833 31.266 29.7353 41.0697 27.9206 26.4963 27.9329 26.384
threshold=357.35687470113425 462.51097912706803 6.5000000000000009 1035.9622376311847 214.67479603486393 214.04002533199642 71.926511870015446 125.5438132440393 312.07171588210775 9.5000000000000018 162.23769154490552 -0.054609562550765975 0.011151208555371746 2148.9500000000003 1530.3462159855096 840.4021026334965 761.34647329564893 0.11987423619574408 2026.7710116095277 2111.8035993093404 0.19651915569409439 2.2464477835695882 77.055001594669207 0.0028773967362134144 1.8760840855524481 2.5000000000000004 0.35454427071714906 0.24234003032250725 0.057089363938411103 0.12875070824861576
decision_type=2 2 2 2 2 2 2 2 2 2 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 4 5 7 -5 -4 10 -10 -8 24 14 27 15 16 17 -13 -17 22 -21 -22 26 -20 29 -26 -16 28 -14 -2
right_child=2 -3 3 6 -6 -7 8 -9 9 -11 -12 12 13 -15 19 18 -18 -19 23 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.014608110690707691 -0.011174942914127069 -0.17371937363408507 -0.043665697267561254 -0.10688959397375584 -0.19549942530299491 0.063463894757343098 -0.078741035675225057 -0.21158099956810475 -0.0012167804278453076 -0.13954779371762505 0.042952740047918436 -0.12799144835973328 0.012772586945141384 0.11556666430218943 0.061917188712328243 -0.019466836759377094 0.10511755170882681 -0.0081515125313600164 -0.053573943403634167 0.070457227633167543 -0.0028611312831207268 -0.10563528649508953 0.053840691741015689 -0.21703094285726549 0.0047223555461801204 0.14220595321884114 -0.0093608140269363371 -0.013339969402199593 0.053141947746378919 -0.078127026609503311
leaf_weight=150 623 20 33 48 38 47 23 23 943 26 233 33 415 56 69 42 32 279 22 39 106 62 256 25 97 28 270 182 292 65
leaf_count=150 623 20 33 48 38 47 23 23 943 26 233 33 415 56 69 42 32 279 22 39 106 62 256 25 97 28 270 182 292 65
internal_value=0 -0.0333271 0.00128559 -0.00881395 -0.076266 -0.032277 -0.00134283 -0.112631 0.00279288 -0.00492845 0.0320193 0.00605698 0.0118023 0.0263089 0.000702034 -0.0243793 -0.00911113 -0.0208269 -0.0833933 0.0142435 -0.0198301 -0.0407897 0.0260976 -0.140519 -0.0093486 0.0355187 0.0051471 0.0206864 0.0294456 -0.0175004
internal_weight=0 170 4407 1414 141 103 1273 56 1225 969 256 2993 2180 945 1235 433 344 312 89 802 207 168 595 47 813 125 339 889 707 688
internal_count=4577 170 4407 1414 141 103 1273 56 1225 969 256 2993 2180 945 1235 433 344 312 89 802 207 168 595 47 813 125 339 889 707 688
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=31
num_cat=0
split_feature=13 1 18 14 10 9 22 16 2 9 18 28 18 18 22 6 24 6 18 17 22 14 24 10 18 10 9 6 17 17
split_gain=16.5259 19.487 15.4155 30.7787 30.6003 37.3078 31.3858 26.805 31.0661 25.8475 24.5579 54.8708 36.2519 21.2174 45.5058 22.976 33.0086 25.2087 37.1288 21.6882 20.8147 53.0069 53.0016 52.7937 41.8178 51.0615 34.8934 34.65 35.9491 32.589
threshold=58.644280306441551 319.9643873034471 1.1241105822210389 0.46475837357799826 299.08718110900281 420.11849710982665 -0.099102842210369899 410.95000000000005 760.87610533389932 372.1617475998284 1.1478922953252007 3.5000000000000004 1.1361161079855042 1.1149053364318144 0.19988403790538739 819.86043430944221 0.054201063473339056 638.68222701924822 1.0851626267892855 1.0623143501523624 0.074347034411451865 0.03909135344843228 0.19836557550899922 195.45172639434523 1.4925067162534285 118.8500500723036 130.5019904554425 146.16898980268056 0.98010964250692434 1.0754370894351672
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 4 5 10 -6 -5 -9 -8 11 12 -4 15 -15 17 -17 -2 -19 -18 22 26 29 24 25 -24 -22 28 -28 -12
right_child=2 -3 3 7 6 -7 9 8 -10 -11 20 -13 -14 14 -16 16 19 18 -20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.015823374195024369 -0.0066422009197593182 -0.11441074951931283 0.044685643379177367 0.097490166410082776 -0.06383513661012763 -0.10037708857502692 0.12303820114869338 -0.03002688764564453 0.083886860351627457 0.021317335518796707 -0.061964181267676201 0.067760772839853309 -0.12783525311227503 0.0070633673667907714 -0.15292725255712869 -0.026652692621335006 0.031293643203874427 -0.14506164621287848 0.0038389581170949066 0.16718471642259672 0.080901342424306466 0.052647965683718212 -0.047176622543483974 0.0455813452290992 -0.032169691911130623 -0.21799229916539931 -0.020737554280854324 -0.0018781479421710306 -0.14667359840343983 -0.00023342701809688076
leaf_weight=20 533 27 21 62 42 39 26 62 39 637 94 131 29 40 32 39 24 34 33 23 47 192 30 33 57 42 68 1139 34 948
leaf_count=20 533 27 21 62 42 39 26 62 39 637 94 131 29 40 32 39 24 34 33 23 47 192 30 33 57 42 68 1139 34 948
internal_value=0 -0.058992 0.000612058 0.0032271 0.00130737 -0.0032296 0.0199958 0.045732 0.0139596 0.0253064 -0.00190717 0.033745 -0.0553765 -0.0124011 -0.0640436 -0.00698085 0.0413586 -0.0139095 -0.0717225 0.0977935 -0.00431143 0.00363142 -0.0140751 -0.0672868 -0.0961601 -0.146819 -0.00367539 -0.00687854 -0.0627162 -0.00580223
internal_weight=0 47 4530 3772 3609 2904 705 163 101 663 2865 181 50 758 72 686 86 600 67 47 2684 1480 1204 162 129 72 1288 1241 102 1042
internal_count=4577 47 4530 3772 3609 2904 705 163 101 663 2865 181 50 758 72 686 86 600 67 47 2684 1480 1204 162 129 72 1288 1241 102 1042
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=31
num_cat=0
split_feature=19 13 7 26 27 4 14 14 23 1 22 22 15 23 21 13 13 3 4 7 22 28 20 26 13 28 14 16 3 4
split_gain=19.1512 48.1058 33.5507 38.5343 28.7478 26.6198 22.0166 42.9456 29.2602 33.3068 32.0851 28.8706 33.5416 34.0255 32.1535 33.5325 32.0556 25.0765 42.9926 25.8593 25.3388 25.2154 24.4059 23.9283 40.2597 53.7048 69.3714 22.8269 21.9449 28.5056
threshold=0.85323857663060176 63.506371441919015 469.41739180785345 4.5000000000000009 9.5000000000000018 517.15556008580552 0.049280190362879249 0.070993776327347421 -0.030280984615953726 357.44290183048014 0.17619455888596822 0.074347034411451865 2107.9000000000001 0.055455752836975306 0.81428048853441126 70.873611618745954 83.963878741334227 880.02075400233514 976.77453129881167 416.41628820255909 -0.086033984433122573 1.5000000000000002 1.8767203444084386 6.5000000000000009 132.00032981530345 3.5000000000000004 0.012618481062859411 307.05000000000007 285.92871718538873 277.43639767182174
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 8 9 -8 -10 12 13 -2 23 -16 -15 19 -19 28 -20 -21 -11 -13 25 26 -25 -18 29 -9
right_child=6 2 3 -5 -6 -7 7 17 10 22 -12 14 -14 16 15 -17 27 18 20 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.16061325858939779 -0.020090314251656582 -0.0037503302851248353 0.032562728151679037 -0.13674685627948949 -0.11861775916380186 0.10591533812491789 0.082163597403034083 0.0035658817098010334 0.11063663692027331 0.022178308023139835 -0.01221237523412263 0.0038672842084075121 0.079138620376586921 -0.19698454033097496 -0.072047803212295883 0.06038629449393651 -0.0057641286293373395 -0.13530737653826222 -0.097131387032568461 0.11099640761275549 0.032839860630532111 0.023625623901350451 -0.13404555890709163 -0.063341996289553157 0.0095158077860334981 -0.01753487575008383 -0.27711069449782372 -0.13836779959854625 -0.013785423247079674 0.072281294627280182
leaf_weight=22 202 588 20 41 21 23 31 256 100 20 27 1448 25 23 22 146 34 33 20 37 60 308 20 63 222 179 20 21 466 79
leaf_count=22 202 588 20 41 21 23 31 256 100 20 27 1448 25 23 22 146 34 33 20 37 60 308 20 63 222 179 20 21 466 79
internal_value=0 -0.0150335 -0.0104119 -0.0812355 -0.00357613 0.000377837 0.00278327 0.0124838 0.055776 0.00436235 0.0845191 -0.00309353 -0.031843 -0.0417521 0.00108199 0.0430437 -0.0978506 0.00567535 -0.0392688 0.010107 0.000347049 0.0329958 -0.0559336 -0.00256686 -0.0218161 -0.0483645 -0.114853 -0.0563946 0.00024854 0.0197704
internal_weight=0 715 693 61 632 611 3862 1457 198 71 127 2405 305 280 2100 168 78 1259 113 1146 80 345 40 1932 484 262 83 55 801 335
internal_count=4577 715 693 61 632 611 3862 1457 198 71 127 2405 305 280 2100 168 78 1259 113 1146 80 345 40 1932 484 262 83 55 801 335
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=31
num_cat=0
split_feature=19 9 26 0 17 15 7 17 27 15 7 28 22 15 14 15 8 17 17 15 9 22 26 12 8 12 0 15 21 20
split_gain=15.5125 40.8363 68.0724 23.4954 39.1583 22.7403 21.4958 20.5583 28.9443 20.1031 31.749 24.1984 18.3659 39.1397 30.3587 33.52 32.1211 34.8849 59.9417 51.3203 32.4056 31.2126 28.3251 62.0456 41.0023 32.6953 30.7418 38.774 35.0598 33.8978
threshold=0.85323857663060176 244.80466528499969 6.5000000000000009 464.65543071161056 1.776389608649054 838.50000000000011 293.00363357988994 1.5897971637247268 9.5000000000000018 577.50000000000011 306.26513533168935 5.5000000000000009 -0.17348643656035426 1270.0000000000002 0.045308592240813537 1864.5999999999997 773.25146581456704 1.2229375159050277 1.139507564100062 757.22500000000048 158.31918370091449 0.09357008575735952 6.5000000000000009 697.28315598875122 876.6033658443298 2111.8035993093404 248.69001048162167 1400.7 0.34977545215698397 3.609863816902823
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -5 12 9 11 -11 -9 13 -2 16 -16 17 18 21 -20 -18 -14 24 -24 -22 26 27 -26 -28 -29
right_child=7 2 -4 4 -6 -7 -8 8 -10 10 -12 -13 14 -15 15 -17 20 -19 19 -21 22 -23 23 -25 25 -27 28 29 -30 -31
leaf_value=-0.0047846940403250895 -0.011690144181454507 -0.016420760928936625 -0.22712202888468039 -0.055753341807576365 0.16410354822874071 -0.059778341721329425 0.050505928631792679 0.18757132985407399 -0.061363227321551396 -0.01123328041696154 0.10104411719366908 0.033876071963459257 -0.086834098016604411 -0.14172995600104332 0.014720446726124185 0.13431499252716703 0.051481486501772027 0.016740186601667338 -0.035854521801783924 -0.23968034384151299 0.086853869143745002 0.032521404299885037 -0.17995926377673943 -0.015160724275010196 -0.00031141462461210979 -0.025448914892318791 0.055313805104761395 -0.18389313200116159 0.0072036568512607703 -0.02080816156589068
leaf_weight=457 312 46 23 32 20 90 47 21 26 68 40 20 39 25 997 24 118 71 21 30 58 50 24 475 156 351 194 25 691 26
leaf_count=457 312 46 23 32 20 90 47 21 26 68 40 20 39 25 997 24 118 71 21 30 58 50 24 475 156 351 194 25 691 26
internal_value=0 -0.0135302 -0.0866545 -0.00571968 0.0391085 -0.013833 0.0074642 0.00250494 0.0359942 0.0529827 0.0303509 0.112598 0.000915405 -0.021337 0.00315393 0.0175317 -0.00314907 -0.0403567 -0.069313 -0.155752 0.000557643 -0.0197804 -0.00244686 -0.0230869 0.00441482 0.00110126 0.00963524 -0.0250576 0.0177498 -0.100752
internal_weight=0 715 69 646 99 547 79 3862 175 149 108 41 3687 337 3350 1021 2329 211 140 51 2118 89 2000 499 1501 1443 1092 207 885 51
internal_count=4577 715 69 646 99 547 79 3862 175 149 108 41 3687 337 3350 1021 2329 211 140 51 2118 89 2000 499 1501 1443 1092 207 885 51
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=31
num_cat=0
split_feature=25 25 22 12 8 14 7 7 12 7 15 7 14 22 15 22 11 8 3 21 12 19 20 14 28 11 19 12 12 9
split_gain=14.6001 24.1844 17.9721 15.5662 13.1459 26.4807 25.59 32.8271 31.0086 34.942 23.5275 39.5878 26.523 35.3316 41.7119 38.8466 38.1838 37.7578 46.9487 37.3165 44.2028 35.0461 31.3522 30.6488 30.476 26.8663 47.6819 22.9491 30.9058 21.0942
threshold=0.85338536278297228 0.83877962544111162 0.21025091053964409 905.44704419268464 2819.8023809523816 0.00076910543845224073 1530.3462159855096 1446.4418032786887 2264.1664494590591 2240.5515071323357 2074.4500000000003 1353.3040589210284 0.049280190362879249 0.11987423619574408 1385.0000000000002 0.34725504182822459 145.45642511533705 1425.659792895801 752.54160654160671 0.94310617432007782 1112.7285450031338 1.272338930004951 3.7557060547776762 0.070993776327347421 2.5000000000000004 173.40370370370374 0.86912546059670426 1306.5710483033943 648.76691766772672 313.34176394293132
decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 -6 7 10 -8 -10 12 -12 13 19 15 -15 -16 -18 21 20 22 -19 -1 24 -14 -22 -27 28 -17 -9
right_child=2 -3 3 -5 5 -7 8 29 9 -11 11 -13 23 14 16 27 17 18 -20 -21 25 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.075357128629410589 0.078597763200433782 -0.053163923280335028 -0.058665122823030859 0.03589732697119518 -0.04162996371665581 0.034502107784396316 0.031631026103999108 -0.10966778137599645 0.00075664730243308036 -0.12715081308657925 0.06483227384784683 -0.085001744276710922 -0.018557857757653385 0.043890467359526689 -0.15877905106171966 -0.023735216351677524 0.010488893943035912 -0.20222922136386234 0.02012165783740142 0.0026413535367972498 0.043634898982503834 -0.041915610849857336 -0.22032081112265589 -0.00013182524840043671 0.060653732344508174 -0.19884864414110781 -0.034962181789399707 -0.11276686719449408 0.09368679225444794 -0.006650288626551629
leaf_weight=37 52 87 27 49 182 61 518 46 194 24 110 21 68 248 22 132 145 30 34 149 34 25 25 1825 170 20 158 22 27 35
leaf_count=37 52 87 27 49 182 61 518 46 194 24 110 21 68 248 22 132 145 30 34 149 34 25 25 1825 170 20 158 22 27 35
internal_value=0 -0.000957989 0.0332976 0.00230277 8.32571e-05 -0.0225186 0.00141665 -0.00225978 0.0183153 -0.0133249 -0.000716951 0.0408131 -0.00243263 -0.014912 -0.000879446 0.0181829 -0.0328238 -0.0209818 -0.0722543 -0.0376361 -0.0595389 -0.129359 -0.13381 0.00426981 0.0380218 -0.037818 -0.0533764 -0.0170408 -0.00379563 -0.065154
internal_weight=0 4449 128 76 4362 243 4119 3383 736 218 3302 131 3171 1108 685 429 256 234 89 423 274 55 62 2063 238 212 178 181 159 81
internal_count=4577 4449 128 76 4362 243 4119 3383 736 218 3302 131 3171 1108 685 429 256 234 89 423 274 55 62 2063 238 212 178 181 159 81
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=31
num_cat=0
split_feature=27 19 28 15 15 26 28 13 20 6 28 19 11 6 24 6 24 26 13 28 26 3 24 13 28 3 20 24 6 2
split_gain=12.9862 21.5336 27.6476 38.7549 79.2114 21.2102 28.183 27.9567 18.8258 39.9458 45.1508 40.4679 37.7317 30.4967 29.0509 29.0461 25.9153 25.0614 17.832 25.5851 61.4705 19.6962 23.993 19.0681 31.5557 18.527 22.0786 17.7416 17.7218 17.9859
threshold=6.5000000000000009 0.9145958056593293 22.500000000000004 782.00000000000011 979.50000000000011 1.0000000180025095e-35 4.5000000000000009 71.99910516331849 2.474548737017527 257.80705772816867 8.5000000000000018 1.2158357935475805 142.41661530248248 200.48234600648397 0.54330102017112469 200.48234600648397 0.39449606042109048 3.5000000000000004 104.99979514493496 7.5000000000000009 2.5000000000000004 334.27735851221854 0.006803900425053906 70.569164124483919 18.500000000000004 638.24987362807349 2.0282219877429859 0.71036922442522932 190.85707428498745 1435.415046003576
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -8 18 10 12 14 -10 -14 16 -12 -11 -13 19 20 -7 -21 -23 -24 -25 -22 -27 -9 -20 -30
right_child=-2 5 -4 4 -6 8 7 27 9 11 15 17 13 -15 -16 -17 -18 -19 28 21 25 22 23 24 -26 26 -28 -29 29 -31
leaf_value=-0.020480320636398985 0.0044231751962397524 0.050227579495941227 0.062995838016271594 -0.27245215092386521 -0.025435575160800535 0.020407672256964153 -0.053236763521769571 0.0031864760065218435 -0.040370700709723144 -0.031536115554627035 0.038193464203148474 -0.032774139761924746 -0.25765843888663731 -0.096517411246895793 0.020068251341581345 -0.073740337105383247 -0.14549044761164437 0.084791682468670804 0.092572729417157398 0.095877662176887202 -0.047956028747527552 -0.081263068275792272 -0.036738501969030349 -0.0021713453003122836 0.11078813800381289 -0.22444870342379031 -0.080786865651607517 0.077167375920674741 0.016497507718113164 -0.05296993283554912
leaf_weight=138 2709 156 25 21 34 61 79 192 37 64 49 25 23 24 65 44 29 66 27 21 24 35 59 79 36 23 20 39 331 42
leaf_count=138 2709 156 25 21 34 61 79 192 37 64 49 25 23 24 65 44 29 66 27 21 24 35 59 79 36 23 20 39 331 42
internal_value=0 -0.00641455 -0.0359527 -0.0487699 -0.119751 -0.00251193 0.0155604 -0.00188508 -0.00962485 -0.026445 -0.0627648 -0.000627311 -0.115908 -0.175374 -0.0312221 -0.0147645 -0.0670703 0.0524934 -0.000171826 -0.0163845 -0.0522198 0.00355865 -0.00571743 0.00947853 0.0331899 -0.118343 -0.157629 0.0156768 0.0143385 0.00867544
internal_weight=0 1868 218 193 55 1650 466 310 1184 426 177 249 84 47 158 93 93 91 758 358 128 230 209 174 115 67 43 231 400 373
internal_count=4577 1868 218 193 55 1650 466 310 1184 426 177 249 84 47 158 93 93 91 758 358 128 230 209 174 115 67 43 231 400 373
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=31
num_cat=0
split_feature=4 13 18 16 4 10 10 13 15 13 25 12 21 28 15 25 18 18 18 5 1 4 21 6 9 12 13 6 15 16
split_gain=12.7769 24.9692 33.4541 31.4498 23.823 20.2536 21.6745 23.9609 21.6184 25.0916 23.7973 23.4248 20.4499 19.8772 19.5597 18.8794 17.641 25.8727 28.5932 24.0136 22.2562 23.123 18.908 34.5204 28.0477 22.4752 23.4909 27.2059 40.9171 32.5495
threshold=255.02421345417039 147.06512989228312 1.4587554898901918 253.15000000000003 261.88155275381558 318.08007443453727 48.469615569461396 131.99353874772424 336.50000000000006 125.67821990046279 -0.032566388823639332 3084.5683886982838 0.86411948247136328 4.5000000000000009 383.00000000000006 -0.060552066554232835 1.3756398592463179 1.415916988621996 1.4425536429424406 334.98867657466388 271.52581683169325 268.02588652482274 0.67382632213019422 212.64872993093937 160.31975088278014 2797.8129125674045 284.14966584272014 451.05285101470054 1515.5999999999997 557.05000000000007
decision_type=2 2 2 2 2 2 2 2 2 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 6 14 8 10 11 -8 15 -12 -9 -1 -10 20 -18 19 -19 -6 -22 24 -24 -23 26 27 28 29 -25
right_child=4 2 -4 -5 16 -7 7 13 9 -11 12 -13 -14 -15 -16 -17 17 18 -20 -21 21 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.015846080534968034 0.059360633805595545 -0.047901412970352705 -0.14907150328159333 0.053799238619514002 0.084045246384780989 0.094805996431525624 0.10836447285937852 0.10919971682131291 -0.085721642719363444 -0.12914843291044237 0.063789972427817393 0.079518752209842211 -0.064527073005835212 -0.0032686335627328264 0.12006128417408986 -0.015098399372361865 0.048143775538256058 -0.087765916193867657 0.012809672428703667 0.0061436062397540745 -0.076745771859274364 0.079205404802662693 -0.12988665669970215 -0.018490061645032141 0.00206782625998453 0.014154378000245084 -0.12789841942489147 0.0050702210124853979 -0.17320022086302442 -0.14803244583308697
leaf_weight=83 74 138 25 39 29 21 29 30 40 20 23 25 27 33 23 705 173 56 729 53 43 49 25 254 1240 255 20 274 21 21
leaf_count=83 74 138 25 39 29 21 29 30 40 20 23 25 27 33 23 705 173 56 729 53 43 49 25 254 1240 255 20 274 21 21
internal_value=0 -0.00856785 -0.0407872 -0.0254928 0.00325816 -0.00242214 -0.00438918 -0.00926245 -0.0135797 -0.0185674 0.0362976 -0.0156952 -0.00550123 0.0502877 0.0384588 -0.0188903 0.0019776 0.0129356 0.00566703 -0.0421035 -0.00298811 -0.00413433 -0.00268815 -0.0140792 0.00500013 -0.0106529 -0.0213747 -0.0176371 -0.0386566 -0.0283824
internal_weight=0 1261 202 177 3316 1059 1038 932 869 790 79 770 50 63 106 745 3242 1011 838 109 2231 2202 2159 870 1289 845 590 570 296 275
internal_count=4577 1261 202 177 3316 1059 1038 932 869 790 79 770 50 63 106 745 3242 1011 838 109 2231 2202 2159 870 1289 845 590 570 296 275
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=31
num_cat=0
split_feature=19 7 27 17 15 22 15 25 25 21 26 17 28 11 10 22 4 19 5 29 10 16 4 25 15 1 5 26 21 26
split_gain=10.6945 24.4106 17.8066 17.3307 15.2958 13.1015 28.3493 18.0123 25.7085 21.8101 21.4273 36.0984 23.3843 27.9408 45.0947 24.3437 30.4511 23.3071 31.4322 23.5569 27.7371 18.0144 19.9634 21.4203 20.4115 23.2835 19.7351 20.1832 17.2101 32.7484
threshold=0.85323857663060176 609.66761253975039 9.5000000000000018 1.8760840855524481 600.50000000000011 -0.17916581127425971 1270.0000000000002 0.025327567740084007 0.018137447064423187 0.76194244389282828 6.5000000000000009 1.4250265229388288 7.5000000000000009 337.85433974597146 201.95474372955292 0.28496270763334886 257.46408045977017 0.97149600948812809 433.13832815500433 50.000000000000007 444.60851648351655 684.05000000000007 328.25006479823759 0.11422462295544582 1604.3 556.9235694208744 168.05000000000004 9.5000000000000018 0.59971440697418987 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 8 28 -10 -9 12 13 14 15 -12 -17 -15 -19 -20 -21 22 26 -24 25 -25 -14 -28 29 -7
right_child=3 -3 -4 4 -6 7 -8 10 9 -11 11 -13 21 17 -16 16 -18 18 19 20 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0046451681785777705 -0.0089089772587664495 -0.10275833703843612 -0.098169005342892246 0.12831175010651349 0.015411221404404691 -0.055495073802677201 -0.11710643569867199 0.0047234176698454505 0.15276397931575778 0.016243908486583018 0.0095288070017496857 -0.13885260107724562 0.040123430470980354 0.03351593435458515 0.12791332369265349 -0.16292131495746701 -0.024072053975292617 -0.18191062691419022 0.020624579098676484 -0.030944593639132822 -0.14759044539597299 -0.069813744523204296 -0.038263866198914392 0.047358341858937197 0.027387553109209751 0.18893010927630324 -0.012156483552911703 -0.12864060479970205 0.019307872652428532 0.075433711409568782
leaf_weight=666 353 28 21 20 30 81 26 2027 25 22 112 23 42 23 23 22 56 23 31 47 36 26 28 26 79 21 51 21 563 25
leaf_count=666 353 28 21 20 30 81 26 2027 25 22 112 23 42 23 23 22 56 23 31 47 36 26 28 26 79 21 51 21 563 25
internal_value=0 -0.0112342 -0.00750398 0.00207987 0.0605714 0.00131267 -0.0163315 0.00326057 0.0173709 0.088861 -0.000457862 -0.0156788 -0.0114314 -0.0280548 -0.00433367 -0.0203425 -0.0632347 -0.0596335 -0.0752718 -0.0537569 -0.081538 0.00965874 0.0173688 0.0408512 0.0584323 0.110614 -0.0143531 -0.046131 0.0123484 -0.0246156
internal_weight=0 715 687 3862 50 3812 379 3433 716 47 2717 690 667 373 213 190 78 160 137 114 83 294 268 154 126 47 114 72 669 106
internal_count=4577 715 687 3862 50 3812 379 3433 716 47 2717 690 667 373 213 190 78 160 137 114 83 294 268 154 126 47 114 72 669 106
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=31
num_cat=0
split_feature=12 1 4 18 0 12 2 4 13 13 13 13 12 10 3 3 10 17 10 1 2 0 13 0 8 22 24 12 22 22
split_gain=11.7399 33.1206 13.3552 27.0881 17.5287 23.9625 17.9592 19.0201 17.2603 16.0509 15.8464 14.9046 47.5441 30.4943 25.7564 26.8962 24.4373 23.6412 20.4451 33.9643 24.3654 26.4729 20.2603 39.7177 18.0093 32.6528 23.5661 20.0395 23.0357 25.9184
threshold=357.35687470113425 462.51097912706803 73.634468477491893 1.1132076103591302 98.069098992066856 648.76691766772672 213.5649741535469 174.28083800098088 58.644280306441551 124.62297015445034 75.841363679255167 137.67676184035003 1838.3771720643315 99.734318715809266 616.95975079897687 563.52061447203926 259.31343331097781 1.1693780613620861 295.1805447509625 503.95179235590678 526.79918511324661 320.85780132337356 127.54202365982466 292.90967489408735 2855.5606557377055 0.29751188007654478 0.84557621093437885 928.46365419144433 0.38193066173941215 -0.11806040654421666
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -8 10 -6 22 13 -13 15 18 -17 -16 19 20 21 -14 24 -24 27 26 -26 -10 29 -29
right_child=2 -3 4 -5 6 -7 8 -9 11 -11 -12 12 14 -15 17 16 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.009668929764380059 0.0016493587102741005 -0.14666652742773295 -0.0070925391886545262 -0.14088510105386376 -0.040049857581439224 0.074054511859045408 -0.063905398598872121 -0.12383118237961421 0.018778526884109092 -0.076352337985460109 0.077336192681737581 0.15157789415121081 0.048782081678897769 0.03625834939012889 0.0078751165720204689 -0.1394212268292904 -0.00059236891212917516 0.077402808696829861 -0.088960948111168281 0.060112482625466417 -0.055343049821399509 -0.030410444746319071 0.091314231072153362 -0.056447705524110728 -0.12812173096246499 0.0058284497894017049 -0.020776228797741426 -0.025773411630338763 -0.077451276052743212 0.0046326276180239838
leaf_weight=150 40 20 69 20 23 77 40 22 583 29 23 25 78 277 386 32 21 56 29 71 105 92 21 136 43 113 39 341 40 1576
leaf_count=150 40 20 69 20 23 77 40 22 583 29 23 25 78 277 386 32 21 56 29 71 105 92 21 136 43 113 39 341 40 1576
internal_value=0 -0.0257863 0.000994706 -0.0458621 0.00164145 0.0357042 0.00045765 -0.0420713 0.00146284 -0.0180884 0.0186432 0.00210623 0.0116193 0.0458047 -0.000247387 -0.0177327 -0.0844136 0.0166841 -0.00830843 -0.00154853 -0.0174683 0.00592495 -0.00174898 -0.0366834 0.00025639 -0.0290302 -0.0770672 0.00250477 -0.00234326 -0.000776063
internal_weight=0 170 4407 60 4347 146 4201 97 4104 75 46 4064 1172 302 870 428 53 442 375 346 275 170 2892 157 2735 195 82 2540 1957 1917
internal_count=4577 170 4407 60 4347 146 4201 97 4104 75 46 4064 1172 302 870 428 53 442 375 346 275 170 2892 157 2735 195 82 2540 1957 1917
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=31
num_cat=0
split_feature=25 5 11 5 22 19 20 22 22 18 27 11 7 22 20 11 24 1 18 14 22 18 3 24 16 3 19 1 26 25
split_gain=10.5392 12.391 25.4079 32.0975 30.9382 24.9735 26.1853 26.375 76.354 24.0624 30.5536 30.1406 38.4009 23.4162 22.6978 21.5565 19.3758 19.0734 39.9319 24.0818 22.8174 24.2107 20.8974 19.8342 18.7958 20.3351 26.4695 23.501 22.1966 18.362
threshold=0.8854729507548712 132.0628390463994 172.97408026755855 215.29267068988176 -0.31613969921737778 1.3460347680077815 4.3646664371845736 0.26469655173355494 0.30546173270218735 1.3756398592463179 8.5000000000000018 230.0306621635597 331.49169242415445 0.36419175178795676 3.9486102173194566 335.07650774872997 -0.0016639961083766573 355.68917479368383 1.3121262129285827 0.005607373569505269 0.37219636475160373 1.1699583558348146 457.20229504372901 -0.046498546019011315 596.12500000000011 938.15581652383412 0.99322054890198996 632.17581571976109 12.500000000000002 -0.04017537299367218
decision_type=2 2 2 2 2 2 2 2 2 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 -5 6 7 14 -9 10 -6 -12 -13 -7 16 -11 -4 19 20 22 21 -19 -1 -21 25 26 -14 28 -28 -25
right_child=-2 2 3 4 9 13 -8 8 -10 15 11 12 24 -15 -16 -17 -18 18 -20 23 -22 -23 -24 29 -26 -27 27 -29 -30 -31
leaf_value=-0.12915485851742603 0.040295484702437538 0.018119024288928098 -0.095171593416439881 -0.084593327706906862 0.0022429324763690917 0.044093111625595677 0.058129847824573526 -0.26164174654654099 -0.026168793141841892 0.0040492645488595788 0.053612573679043533 -0.15483393525335426 0.032884168521397646 -0.075551972272140652 -0.1265003412341078 0.040228598500588832 -0.01234640607233777 -0.055719532538205385 -0.15306976388341614 -0.044213526019118203 -0.099403098335972551 0.052765794773586096 -0.0069019971222713077 0.074957195478816366 -0.11287665796279907 0.037781039824088418 -0.0040679898003444957 -0.1558082585749419 -0.12622386487866086 0.0051696675482626056
leaf_weight=27 64 745 33 41 1738 74 25 21 40 392 34 29 36 21 24 284 196 36 28 71 27 48 29 43 25 45 51 23 21 306
leaf_count=27 64 745 33 41 1738 74 25 21 40 392 34 29 36 21 24 284 196 36 28 71 27 48 29 43 25 45 51 23 21 306
internal_value=0 -0.000571441 0.00150987 -0.00241458 0.00161643 -0.0276688 -0.0403674 -0.0482095 -0.107233 0.00293629 -0.00257185 -0.0342691 -0.0472604 0.0176453 -0.0339785 0.0192489 -0.0242819 -0.0137633 -0.0463524 -0.00424668 -0.0194327 0.00627208 -0.0658453 0.00396647 -0.0317398 -0.0202147 -0.0401369 -0.067808 -0.0396968 0.0137681
internal_weight=0 4513 3898 3153 2719 434 339 314 61 2678 2002 264 230 95 253 676 229 615 139 476 111 84 56 420 201 176 131 95 72 349
internal_count=4577 4513 3898 3153 2719 434 339 314 61 2678 2002 264 230 95 253 676 229 615 139 476 111 84 56 420 201 176 131 95 72 349
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=31
num_cat=0
split_feature=23 22 11 18 0 9 17 17 21 4 18 28 23 0 11 2 0 18 18 18 0 4 8 9 21 22 9 21 17 17
split_gain=10.9119 34.0561 48.6799 16.3208 18.406 13.368 11.3334 29.8214 27.0388 15.8779 24.424 15.6455 15.0653 22.8272 18.8524 19.1092 18.3582 23.9915 17.7755 18.5173 26.4711 20.6109 20.0308 20.1754 15.5226 22.5016 23.0716 15.8311 26.8877 15.187
threshold=-0.36294855023412959 -0.30831029693740691 138.27360335764641 1.3779935411681539 442.86450649806824 78.463987115958062 0.92536793743778156 0.91897146162136945 0.61833316431086882 112.71793046156937 1.1216936575981851 23.500000000000004 0.74122821436255992 258.52324986841126 86.916159358246986 333.24990376165385 98.069098992066856 1.8037589088904842 1.2760636279048054 1.1608110587585789 839.23495484400667 298.67765993510585 2378.9250000000006 260.82615051410909 0.25782596439540184 0.14926310867379328 315.4427057562263 0.34977545215698397 0.99595684354090341 0.92901118751824008
decision_type=2 2 2 2 2 2 2 2 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 -1 -5 -2 7 8 11 10 -8 -3 14 -14 15 -11 17 -16 19 22 21 -21 -15 -24 25 -18 -27 28 -26 -29
right_child=1 6 -4 4 -6 -7 9 -9 -10 12 -12 -13 13 18 16 -17 24 -19 -20 20 -22 -23 23 -25 27 26 -28 29 -30 -31
leaf_value=-0.047858023201977767 0.053589107437680167 0.035625011250070095 -0.15413219128336228 0.022802230286308463 0.12344112053868317 -0.050896204322576521 -0.010131477082419831 0.10228191500322686 -0.025029440496625921 0.0044346407447990619 -0.10876056326772361 -0.034177269499648263 -0.12309818714857101 -0.079334316014622652 0.13026539236307144 0.10845090995232265 0.053840294431733049 -0.0045123053182448657 0.066310033168142241 -0.011048654926841268 -0.1349834222633105 -0.11776364317962103 0.052692290138500401 -0.024595570373269968 0.085882426027593939 -0.025644482895207238 -0.13283297967697894 -0.085437341495638808 0.0037060382357967181 -8.5512633032342627e-05
leaf_weight=27 24 243 35 135 21 25 96 36 161 38 34 37 20 24 25 33 23 28 26 131 26 21 79 59 58 71 28 21 127 2865
leaf_count=27 24 243 35 135 21 25 96 36 161 38 34 37 20 24 25 33 23 28 26 131 26 21 79 59 58 71 28 21 127 2865
internal_value=0 -0.000996449 -0.0640583 0.0239257 0.0363498 0.000280275 0.000232597 0.0147688 0.0076249 -0.00157637 -0.0359268 0.0264011 -0.000370443 -0.0190683 0.00180543 0.0527802 0.000690451 0.0590621 -0.0133836 -0.0194778 -0.0417415 -0.0257922 0.00498474 0.0196489 -0.000278448 -0.0352603 -0.0559604 0.00111126 0.0294694 -0.000706576
internal_weight=0 4394 84 183 156 49 4310 477 441 3833 130 280 3703 386 3317 71 3246 53 366 340 178 152 162 138 3193 122 99 3071 185 2886
internal_count=4577 4394 84 183 156 49 4310 477 441 3833 130 280 3703 386 3317 71 3246 53 366 340 178 152 162 138 3193 122 99 3071 185 2886
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=31
num_cat=0
split_feature=13 2 26 26 21 0 22 14 21 19 9 22 22 24 0 1 21 0 13 17 21 13 21 1 22 13 9 1 1 16
split_gain=9.09123 17.2215 7.86745 34.06 25.2489 28.6196 30.9491 25.13 41.6862 27.7442 29.4424 33.4563 68.3508 36.5287 24.4345 23.6832 18.9046 17.6617 22.7245 17.0186 23.8435 16.8556 15.3931 15.3809 40.8273 29.7629 29.9006 25.8518 26.5818 24.8614
threshold=58.644280306441551 466.19163719625493 7.5000000000000009 9.5000000000000018 1.144771004483341 308.64366091522885 -0.075829460976161209 0.05330734389766726 0.76194244389282828 1.1425491180760636 158.31918370091449 0.13681958760926838 0.05694762714767871 0.29763372844284791 647.96626984126999 250.04185074413837 0.37251249055330782 978.75714285714298 87.173244641537337 1.0075705502063956 0.52675006088720389 82.044949494949506 0.7083906976730624 1024.6081761505429 0.19791473561997877 82.023071088292411 290.70351328191953 898.82115313772545 804.80510616723097 697.02500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 4 5 15 -7 9 22 10 -5 12 -12 -13 21 -4 -15 23 -19 -8 -21 -10 -9 27 29 26 -26 28 -2 -25
right_child=2 -3 3 7 -6 6 19 8 14 -11 11 13 -14 16 -16 -17 -18 18 -20 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.026577713638544082 0.0034707206505719492 -0.095852143868062373 -0.0230077427936097 0.046616432851399575 -0.11861941798618346 -0.13347790879197419 0.023443482177598136 0.053720253401181917 -0.074352280152114966 0.013255450164433569 -0.024445614043404076 0.088462969563577493 -0.24226085269451142 -0.12465232266829565 -0.08639883031619007 0.10738907081003374 -0.025867556226684858 -0.015263970402468527 0.064299879239406429 -0.13804196274798849 -0.024906063996901623 0.016661966638811403 0.14797993160429454 0.063920467601726871 -0.048633667781139089 -0.093055723000986468 0.049053234543572084 0.037351482219417538 -0.037716347083427054 -0.055504195732267003
leaf_weight=20 2540 27 30 34 33 32 49 99 22 192 34 23 25 26 29 26 76 56 100 23 98 271 21 72 94 78 47 210 167 23
leaf_count=20 2540 27 30 34 33 32 49 99 22 192 34 23 25 26 29 26 76 56 100 23 98 271 21 72 94 78 47 210 167 23
internal_value=0 -0.0437543 0.000453963 -0.00671989 -0.0362573 -0.0257226 -0.043259 0.0033686 0.0199094 -0.0144632 -0.038876 -0.0546735 -0.11674 -0.025378 0.00116173 0.0375336 -0.051048 0.0028749 0.0357385 -0.0262766 -0.0464112 0.00982813 0.0702157 0.00128817 -0.0197412 -0.0434905 -0.0160714 0.00355187 0.000929812 0.0350071
internal_weight=0 47 4530 1143 291 258 202 852 442 410 218 184 59 125 322 56 102 3387 156 170 121 293 120 3231 314 219 141 2917 2707 95
internal_count=4577 47 4530 1143 291 258 202 852 442 410 218 184 59 125 322 56 102 3387 156 170 121 293 120 3231 314 219 141 2917 2707 95
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=31
num_cat=0
split_feature=27 21 22 27 18 11 8 25 18 25 18 22 14 8 16 4 25 22 28 24 17 24 28 4 25 15 15 27 16 10
split_gain=10.4775 15.3743 36.5014 26.3734 35.6579 19.9221 34.3658 19.8443 32.8792 35.2127 30.346 27.4234 26.8374 23.2996 19.7922 23.241 18.5811 34.9645 21.7134 23.9562 20.2155 23.3637 16.0199 15.797 14.8016 14.1204 23.8968 15.596 13.8667 32.8223
threshold=6.5000000000000009 0.80496501425448286 0.18399624841769888 8.5000000000000018 1.3829092204342197 112.73207970431692 168.64671819582537 -0.018933316092265676 1.4116980520573035 -0.030457904630918804 1.1252972696700951 0.21025091053964409 0.12246427779916251 913.25903263403268 265.37500000000006 369.16669139496457 0.080424212813177312 0.084727541102015372 8.5000000000000018 0.078366649483404202 1.7021755189629875 -0.024659062116446723 1.0000000180025095e-35 797.94408221559877 -0.079198178618196849 1617.7 1255.95 8.5000000000000018 752.60000000000014 271.17498634278121
decision_type=2 2 2 2 2 2 2 2 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 7 3 16 14 6 -6 8 9 10 12 23 -2 -12 -5 -16 18 -18 20 -20 21 -3 -7 -9 -14 26 -25 -27 -1 -30
right_child=1 2 -4 4 5 22 -8 11 -10 -11 13 -13 24 -15 15 -17 17 -19 19 -21 -22 -23 -24 25 -26 27 -28 -29 29 -31
leaf_value=-0.0041521120762828658 -0.13652079671621323 0.03322517348098613 0.079686747327471136 0.0057273847456925956 0.015969520627424637 0.11271070661023259 -0.11445621869737102 0.025374373512414651 -0.13341425793866318 -0.11315435046149838 0.09178974712267518 -0.0097632615912414192 0.060618973571969118 -0.036677624769508838 -0.1593920832929703 -0.048002517067674388 -0.087497612738456479 0.067960546586824502 -0.007254764008979054 0.10285448448901827 0.002549460695590824 0.099304601131507797 0.017848609232079284 0.01327900767326355 -0.03631284615397453 0.047138260092054102 -0.14130681693553923 -0.058408055419013616 -0.13257843715005688 0.012680070724870478
leaf_weight=1805 20 126 77 39 58 20 31 512 27 31 48 818 23 20 26 67 39 23 194 22 80 93 162 20 50 42 20 21 28 35
leaf_count=1805 20 126 77 39 58 20 31 512 27 31 48 818 23 20 26 67 39 23 194 22 80 93 162 20 50 42 20 21 28 35
internal_value=0 0.00397304 0.0133911 0.00818214 -0.0114472 0.00931283 -0.0294597 -0.00205292 -0.0300888 -0.0155586 0.00323313 0.00223169 -0.0338906 0.0540052 -0.0540681 -0.0791437 0.0218921 -0.0298277 0.0281185 0.00396007 0.0455708 0.0612863 0.028273 0.018186 -0.00577268 -0.0175468 -0.0640139 0.0119562 -0.00576175 -0.0518793
internal_weight=0 2709 1057 980 403 271 89 1652 219 192 161 1433 93 68 132 93 577 62 515 216 299 219 182 615 73 103 40 63 1868 63
internal_count=4577 2709 1057 980 403 271 89 1652 219 192 161 1433 93 68 132 93 577 62 515 216 299 219 182 615 73 103 40 63 1868 63
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=31
num_cat=0
split_feature=12 23 10 14 2 20 12 21 0 16 14 24 12 20 24 23 20 19 8 14 16 23 22 14 14 23 20 24 2 19
split_gain=8.82083 21.7133 34.0619 31.8538 9.49514 16.6614 8.8674 35.5529 28.3466 23.9029 20.3665 29.8733 21.8237 20.17 20.0857 19.103 25.3326 19.1676 16.8977 31.1337 40.581 55.9906 33.3847 25.6537 22.4376 40.7158 31.8419 25.6166 39.7087 23.6662
threshold=357.35687470113425 0.44132154824627573 195.45172639434523 0.079361423179636514 195.5565635400379 2.6797254013088083 1914.0255277838548 0.17157672925183579 281.78102150537637 255.02500000000003 0.049280190362879249 -0.032377578597002729 2665.0452742894918 2.8931088448109947 0.72180450345466352 0.54055389987368208 2.9031246691595682 0.98095596759139914 796.210226502919 0.049280190362879249 118.05000000000003 0.051305793138745864 0.11609881223106452 0.0049091580890513265 0.15941453822796803 -0.19223982688796598 2.1515461518536454 -0.038100863604278938 848.14477973263831 0.97814594514295228
decision_type=2 2 2 2 2 2 2 2 2 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 -2 18 -8 10 14 -9 -12 -13 -11 15 16 17 -10 19 20 -6 -22 -23 -20 25 26 -21 -26 -29 -27
right_child=4 2 -4 -5 6 -7 7 8 9 13 11 12 -14 -15 -16 -17 -18 -19 23 24 21 22 -24 -25 27 29 -28 28 -30 -31
leaf_value=0.103155383009177 -0.0018471248049139119 -0.016923712954229241 -0.16443958509227505 -0.025978665841588131 0.047018357398919769 -0.080506139840835184 -0.12452559842107197 -0.0063878076329623185 -0.035579160730338705 -0.0054460880319883009 0.007302268525947714 0.043150138316882983 0.16437765739180826 0.038745405817670484 0.029419533040720237 -0.13289520431447913 0.037923515128392371 -0.13730355840590266 0.0030289171802420321 0.17078984870064645 -0.0074673663522746118 -0.20527649616653268 -0.063033116845922041 0.031638142675726601 0.031167252585362955 -0.037883251907924811 0.0113081892603077 -0.012339041384861766 -0.15011249697682533 0.029143416066506042
leaf_weight=26 87 49 23 72 40 39 24 73 59 1327 54 27 33 112 33 27 31 27 914 31 74 33 33 477 131 75 21 426 22 177
leaf_count=26 87 49 23 72 40 39 24 73 59 1327 54 27 33 112 33 27 31 27 914 31 74 33 33 477 131 75 21 426 22 177
internal_value=0 -0.0223517 -0.0640468 0.00828139 0.000862218 -0.026194 0.00165855 -0.0036161 -0.00200666 -0.00627199 0.0348531 0.0612617 0.109825 -0.00200658 -0.0409495 -0.0570758 -0.039579 -0.0675159 0.00558552 -0.00390684 -0.0418115 -0.0671914 -0.134155 0.0128396 0.00382005 0.0258194 0.106384 -0.00773056 -0.0191047 0.009195
internal_weight=0 170 72 98 4407 126 4281 1827 1803 1616 187 114 60 1439 177 144 117 86 2454 1063 180 140 66 1391 883 304 52 579 448 252
internal_count=4577 170 72 98 4407 126 4281 1827 1803 1616 187 114 60 1439 177 144 117 86 2454 1063 180 140 66 1391 883 304 52 579 448 252
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=31
num_cat=0
split_feature=25 25 17 16 18 19 14 16 2 12 8 14 22 12 16 29 0 8 24 8 17 8 17 0 0 13 8 14 24 22
split_gain=8.3991 14.7246 12.9262 20.716 8.14153 22.195 21.0901 21.6743 26.864 20.9267 17.5868 16.6198 29.784 45.3077 23.4318 18.5736 37.5354 49.1604 26.0534 27.1672 23.561 22.9017 22.2736 17.9556 25.2413 16.6405 16.5459 18.8871 15.8675 23.6337
threshold=0.85338536278297228 0.83877962544111162 0.962373342389926 346.50000000000006 1.1241105822210389 1.0879381479664072 0.46475837357799826 408.37500000000006 844.83850333334692 3354.1211111806447 270.60885444090547 0.049280190362879249 0.074347034411451865 592.04071319542038 747.10000000000014 170.00000000000003 316.62418831168839 691.42882205513786 0.055770739532640688 627.32849829351551 1.1931428591747393 561.2181305093535 1.3846646432806999 381.34684597834126 464.65543071161056 131.04086226774169 395.82621871929729 0.37118075186486787 0.095637629660099671 -0.050561076806809525
decision_type=2 2 2 2 2 2 2 2 2 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 9 10 -8 -9 -1 -6 12 13 -12 15 -13 25 18 19 21 -19 22 23 -18 -25 -17 27 -24 -15 -30
right_child=2 -3 -4 -5 6 -7 7 8 -10 -11 11 14 -14 28 -16 16 17 20 -20 -21 -22 -23 26 24 -26 -27 -28 -29 29 -31
leaf_value=-0.012937594129617895 -0.02098970769771508 -0.041462204488658019 -0.0045951853287132345 0.10220336967792649 -0.018653211521124032 -0.086215108276034402 0.083017850190489781 -0.017289295395063919 0.10947231941279911 0.036839383272360075 -0.17640468117315322 0.001497002076861723 0.0028750018973504521 0.0037388103707032142 -0.058056407667357812 0.057365624342480159 0.040167833232719989 0.12635926493948843 -0.0797701310477264 -0.098522670518444933 0.025123225102821986 0.10023127631949527 -0.038779146302687501 -0.11134778212167716 0.003171184506171789 0.1484562933444977 0.086331954589340745 0.077648114751685759 -0.12431655788216099 -0.023883817980035409
leaf_weight=575 21 87 68 39 428 36 63 82 21 99 20 448 1720 138 44 122 28 47 42 23 45 28 38 38 39 24 41 22 29 122
leaf_count=575 21 87 68 39 428 36 63 82 21 99 20 448 1720 138 44 122 28 47 42 23 45 28 38 38 39 24 41 22 29 122
internal_value=0 -0.000726607 0.0252553 0.0590858 8.58636e-05 -0.00971234 0.00199077 0.0368152 0.00855531 -0.00562614 0.000332466 0.00298972 -0.0022603 -0.0308451 0.0133418 0.0165311 0.0290736 0.0129181 -0.00675074 0.00518239 0.0768416 0.0153756 0.00384185 -0.028408 -0.0533447 0.0723394 0.0373689 0.00391085 -0.0207718 -0.0431722
internal_weight=0 4449 128 60 4362 710 3652 166 103 674 3486 3058 2029 309 1029 985 537 391 299 257 92 234 206 105 77 146 101 60 289 151
internal_count=4577 4449 128 60 4362 710 3652 166 103 674 3486 3058 2029 309 1029 985 537 391 299 257 92 234 206 105 77 146 101 60 289 151
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=31
num_cat=0
split_feature=23 10 12 13 1 12 8 15 9 17 10 9 8 17 16 23 29 12 21 28 7 13 25 12 21 7 12 9 9 13
split_gain=7.54068 22.857 13.7278 11.9991 14.3616 10.3988 9.87302 22.6228 16.7629 16.5776 15.1401 23.5255 21.9226 16.3224 14.07 12.8788 12.8546 15.9933 16.0354 12.229 11.9641 11.8348 11.4565 11.1356 26.54 27.1328 26.6289 15.4763 13.8619 23.7514
threshold=-0.39940232772414919 61.581620736117564 2256.6612152898783 58.644280306441551 330.20547368029537 1236.9800263596605 270.60885444090547 789.04999999999939 89.563497960187021 1.0038492710294877 65.818851666773128 130.5019904554425 462.40376773254474 1.8760840855524481 201.12500000000003 -0.24919875514137094 65.000000000000014 2616.2426177080902 1.1697857956933888 7.5000000000000009 376.66751871422633 150.20494361179172 0.027881038634384448 1914.0255277838548 0.17157672925183579 213.50324372911996 1942.7206846541555 1014.0200000000001 229.90854380205892 103.85377789321525
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -3 7 9 -8 -5 14 12 20 23 -10 -9 22 18 -18 -20 -12 -19 -11 27 -25 -26 -27 28 -13 -30
right_child=3 2 -4 6 -6 -7 8 15 10 16 11 13 -14 -15 -16 -17 17 21 19 -21 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=-0.03811179324984551 0.0018768928945064546 0.047404511978051497 -0.016599145780007044 -0.076308236487450151 -0.11520756182610058 0.13227291391654447 0.077420099853570096 -0.1092014023980924 -0.11103721941294878 -0.09698207721114159 0.026965565046384223 0.014540272164056746 0.08829570308393031 0.070042387487818353 -0.0046017260187202029 -0.019086733203509759 -0.015427178364331752 0.11884874361567199 0.056935458553871554 -0.0044349447805582297 -0.057423482239246371 0.011363642166058223 0.0032081959503037594 -0.11158918937047323 -0.092523906858904034 -0.10566711115837098 -0.0015280244016866677 0.074231779575347906 -0.012112089908923625 0.016245240487847225
leaf_weight=40 22 42 21 31 20 22 29 35 23 25 105 692 57 33 27 29 275 20 67 63 20 21 21 24 35 25 1377 31 907 438
leaf_count=40 22 42 21 31 20 22 29 35 23 25 105 692 57 33 27 29 275 20 67 63 20 21 21 24 35 25 1377 31 907 438
internal_value=0 0.0242235 0.0535578 -0.00068013 -0.0538776 0.076578 -0.000173488 -0.0122485 0.00168057 -0.00538112 0.00110164 0.00183166 0.0368998 3.98533e-05 -0.0535621 -0.0683682 -0.000912131 0.00427895 -0.00174617 0.0271944 0.0134633 0.0637954 -0.051243 -0.000614747 -0.00729791 -0.00555609 -0.003385 0.00410677 0.00303958 -0.00287751
internal_weight=0 125 85 4452 42 64 4410 587 3823 523 3794 3744 182 3562 50 64 492 446 405 130 125 41 46 3529 1461 1437 1402 2068 2037 1345
internal_count=4577 125 85 4452 42 64 4410 587 3823 523 3794 3744 182 3562 50 64 492 446 405 130 125 41 46 3529 1461 1437 1402 2068 2037 1345
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=31
num_cat=0
split_feature=17 19 21 28 11 0 14 14 13 28 0 8 14 8 18 22 18 8 28 25 13 8 28 15 17 0 9 14 2 0
split_gain=6.86028 33.6827 18.5104 12.3749 12.2043 16.2978 10.0559 16.536 23.677 27.3259 16.3938 38.0548 32.2458 15.717 22.3843 27.7972 28.3575 21.0156 26.7867 20.0808 18.3291 14.6761 48.6517 37.4582 28.2673 30.4892 16.2415 19.6618 17.7086 31.9496
threshold=0.92536793743778156 1.2953478888890564 0.61556737518214455 24.500000000000004 285.72372316802375 532.21259259259273 0.049280190362879249 0.070993776327347421 71.99910516331849 1.5000000000000002 751.10514150943402 932.1595072134869 0.12246427779916251 395.82621871929729 1.3600576041561891 0.15519546976494306 1.3351071446959379 383.94556418973616 1.0000000180025095e-35 0.066625186972248937 178.22255437265031 796.210226502919 1.0000000180025095e-35 1090.1000000000006 1.2747501912391488 314.44384164222879 158.31918370091449 0.041233108244418927 367.72616220293276 251.39716468018358
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 21 8 -8 -10 13 -12 -13 17 15 16 -15 18 19 -9 -16 22 -2 -24 25 -25 -23 28 -28 -30
right_child=6 2 4 -5 5 -7 7 10 9 -11 11 12 -14 14 20 -17 -18 -19 -20 -21 -22 26 23 24 -26 -27 27 -29 29 -31
leaf_value=0.13509123900106976 -0.17258386512597401 0.028101181380729052 -0.036800605058670048 -0.04075626039813305 0.063632435690272937 -0.050768563747406008 -0.057956469996965354 0.089505719495579034 -0.027238179574859269 0.059309196330184139 -0.1332071903598262 -0.09255543779581786 0.050432993779363847 0.016640231752399013 0.033876104476437179 -0.096626614879530226 -0.08102500690147281 -0.093658195837185931 -0.0072452989540458881 -0.019553921803832055 0.13375108880656106 0.035631125297929563 0.0057292500931505801 -0.036316732927742935 0.031828828510783967 -0.16836468243204497 0.082801207332787188 0.086834061793659045 -0.07168030168961835 -0.0043606372304095097
leaf_weight=21 21 261 125 29 33 20 28 52 47 163 30 24 46 419 147 26 32 26 943 25 21 105 233 36 21 34 22 23 74 1490
leaf_count=21 21 261 125 29 33 20 28 52 47 163 30 24 46 419 147 26 32 26 943 25 21 105 233 36 21 34 22 23 74 1490
internal_value=0 0.0111939 0.0056344 0.0212154 -0.0197504 0.0204622 -0.001339 0.00365724 0.0284219 0.0399391 0.000366341 -0.0389763 0.00140839 0.00269293 0.0149701 0.00391439 0.00971055 -0.00487761 -0.00261458 0.0540967 0.0463605 -0.00626244 -0.0250804 -0.01552 -0.0699274 -0.100454 -0.00247469 -0.00496139 -0.0062926 -0.00754584
internal_weight=0 489 468 290 178 53 4088 2029 238 210 1791 100 70 1691 645 477 451 1046 1020 77 168 2059 345 324 91 70 1714 1609 1586 1564
internal_count=4577 489 468 290 178 53 4088 2029 238 210 1791 100 70 1691 645 477 451 1046 1020 77 168 2059 345 324 91 70 1714 1609 1586 1564
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=31
num_cat=0
split_feature=27 27 12 19 19 29 26 12 27 20 14 12 14 3 3 20 16 12 0 19 0 7 8 18 20 25 16 0 25 20
split_gain=7.08002 12.3562 23.8454 66.2131 17.0881 26.5976 18.7174 16.3879 11.4943 37.4831 34.1832 29.3294 28.3668 20.6327 40.0658 27.5574 19.773 20.3675 16.9791 14.3156 14.1602 17.9974 19.3807 15.3541 27.7282 49.1165 20.964 15.6116 14.6886 12.1623
threshold=6.5000000000000009 2.5000000000000004 487.91061652517158 1.3047615573561819 1.3617982100874075 125.00000000000001 1.5000000000000002 1065.8129011103663 8.5000000000000018 1.603371627082782 0.34143921498414614 1618.2031473774155 0.46475837357799826 953.92623830547802 461.9914448226703 2.1245012969152772 83.500000000000014 1112.7285450031338 292.90967489408735 1.1144863232277531 1251.0911319073086 2138.3937925492987 2604.8304195804199 1.0811193270684696 1.494625401910898 0.014681240636740985 269.5750000000001 225.69249249249251 -0.075084312318272492 4.6862551322908574
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -6 -7 -1 11 10 -10 13 16 14 18 -15 17 -11 -2 -16 21 23 -23 24 28 -26 -27 -25 -13 -18
right_child=8 2 4 -5 5 6 -8 -9 9 12 -12 20 -14 15 19 -17 29 -19 -20 -21 -22 22 -24 27 25 26 -28 -29 -30 -31
leaf_value=0.02566920798547058 0.052753331486813049 -0.015375550912900104 -0.0085596889789640446 -0.21257357647021613 -0.002435782979397724 0.14530737879872321 0.030595188497593906 -0.049901415294770046 -0.032044716681083364 -0.10361543190036271 -0.17966295977433522 0.070025440651391241 0.091745202471925469 -0.091261395009664403 0.16362915682521734 0.032634742713758144 -0.0014883670839134994 0.021638270951807499 -0.014638237133622171 0.071823784655758324 0.066835694184357475 -0.11748323535236221 -0.016104440479962664 0.074621186043534959 -0.20482624620199205 -0.074157087904001981 0.059892068207263949 0.006648765073969061 -0.012291006972858062 0.054288229932327098
leaf_weight=220 88 90 1326 21 120 25 33 33 62 37 21 28 33 26 33 58 841 20 65 35 33 24 88 35 20 28 20 977 96 41
leaf_count=220 88 90 1326 21 120 25 33 33 62 37 21 28 33 26 33 58 841 20 65 35 33 24 88 35 20 28 20 977 96 41
internal_value=0 -0.00473634 -0.00795539 -0.0526833 -0.00465433 0.0244384 0.0800401 0.0158122 0.00326596 -0.00489005 -0.0693939 0.00846825 0.000617991 0.0364735 0.0525086 -0.00571406 -0.00258456 -0.0596668 0.0241229 0.116376 0.00213645 0.00051405 -0.0378285 0.0040808 -0.0218453 -0.073163 -0.0183033 0.00899959 0.00629658 0.00110442
internal_weight=0 1868 1615 111 1504 178 58 253 2709 1055 83 1654 972 305 221 84 939 57 153 68 1349 1316 112 1204 192 68 48 1012 124 882
internal_count=4577 1868 1615 111 1504 178 58 253 2709 1055 83 1654 972 305 221 84 939 57 153 68 1349 1316 112 1204 192 68 48 1012 124 882
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=31
num_cat=0
split_feature=26 12 9 4 12 14 12 12 21 10 26 11 23 11 12 10 19 21 22 28 4 4 28 26 3 17 9 28 10 17
split_gain=6.79673 28.6784 40.5929 34.7889 31.3777 23.7186 18.7029 22.6797 16.4815 16.0623 15.7467 19.004 15.7173 19.1736 17.6956 25.5379 73.6431 24.3879 19.468 16.422 16.4095 30.4001 14.5954 14.9531 14.3673 18.8823 13.7582 13.5826 12.0391 16.233
threshold=7.5000000000000009 1088.6408450704228 222.87029395568118 381.30756062767483 1528.1807635821699 0.036787382159476696 1644.093637020969 1787.5470131646928 0.52417445360101234 854.70824454591582 9.5000000000000018 168.14208932652016 -0.095689272713770035 521.15672631065684 2762.8615723560574 113.06238062387665 0.86084701770159688 0.40219466956394756 -0.041592141098699943 8.5000000000000018 347.82627700539422 242.32863562091507 5.5000000000000009 30.500000000000004 297.26733872725833 1.3634037570710442 180.22937529287216 6.5000000000000009 133.85287050600058 1.0701739400469279
decision_type=2 2 2 2 2 2 2 2 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 10 -2 26 -8 -4 -1 -3 -12 13 20 15 -14 -17 -18 -16 22 21 -9 23 -20 -22 -26 -6 -13 -19 -30
right_child=1 4 8 -5 6 -7 7 12 -10 -11 11 27 14 -15 18 16 17 28 19 -21 24 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0013346835689303136 0.012010122725257168 -0.014698440979260045 -0.071787678876093455 0.089429152446488538 -0.1335418127477169 -0.11935049024011408 0.085032080800307025 -0.023143855953479515 -0.19863048292696478 0.054865109877305501 0.14627858237141655 0.0077169625948254883 0.023931648114577254 0.085035977368393259 -0.09000244840669136 -0.2394484617933631 -0.12202637997957377 -0.081462349031459214 0.020982282775987283 0.032060740274998049 -0.093772356677800428 0.11058129392126029 -0.062964759278111168 -0.06217053734830448 -0.036448691321298653 0.03126962944110738 -0.018943159489638428 0.08762298110458587 -0.041735287966287657 0.041395864100195467
leaf_weight=3377 27 37 21 24 20 28 27 34 20 57 21 52 47 31 24 20 26 22 95 120 20 34 48 28 86 79 22 36 46 48
leaf_count=3377 27 37 21 24 20 28 27 34 20 57 21 52 47 31 24 20 26 22 95 120 20 34 48 28 86 79 22 36 46 48
internal_value=0 -0.00667939 -0.0529283 -0.0110284 -0.0012543 -0.0548644 -0.00840007 -0.00512488 -0.133662 0.00222322 0.0416693 0.0608033 -0.00813755 0.0108072 -0.0184053 -0.0409658 -0.0597941 -0.0344907 -0.00343662 0.00370283 0.00171201 0.0437187 -0.0161975 0.00205319 -0.0137283 -0.00402598 -0.0735139 0.0404058 -0.0148706 0.000714662
internal_weight=0 1143 120 79 1023 55 877 835 41 3434 146 109 808 284 524 209 162 142 315 291 253 68 171 123 185 165 42 88 116 94
internal_count=4577 1143 120 79 1023 55 877 835 41 3434 146 109 808 284 524 209 162 142 315 291 253 68 171 123 185 165 42 88 116 94
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=31
num_cat=0
split_feature=6 27 6 25 29 21 14 12 20 20 12 25 8 19 25 22 22 16 16 14 15 25 21 19 19 25 6 25 28 16
split_gain=5.71302 19.7548 22.5767 34.7071 26.9083 23.6049 14.3229 17.2205 17.2196 12.3936 25.6448 14.7514 30.3524 31.3227 19.9237 18.3647 16.6848 19.1863 18.461 20.6023 23.108 21.167 43.5425 17.8723 15.7044 15.3926 14.6089 13.7925 13.4352 13.257
threshold=257.80705772816867 4.5000000000000009 384.57149939759955 0.395533900192579 125.00000000000001 0.78681057077965244 4.7475208353788495e-05 2645.374833617449 2.097507769965127 3.0547125680223703 487.91061652517158 0.029306564525676225 526.45825887871354 0.95919697022603845 0.014681240636740985 0.01211187667249718 -0.31613969921737778 479.60000000000008 457.50000000000006 0.10748116161122152 516.00000000000011 -0.0071017195506324479 0.91845895094103036 0.9561983884659776 1.0278974933043197 -0.0028424745772502673 273.9386370644466 -0.0088173839418698736 3.5000000000000004 238.50000000000003
decision_type=2 2 2 2 2 2 2 2 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 4 -4 -2 -6 7 8 -1 10 -3 14 13 -13 16 24 -12 18 19 20 -18 22 23 -22 -16 27 -11 -19 -27 -14
right_child=1 9 3 -5 5 -7 -8 -9 -10 26 11 12 29 -15 15 -17 17 25 -20 -21 21 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.011407358888536693 0.026938329587633515 0.10501968968998304 0.030223735646706901 -0.088369343805072068 0.18793536013302703 0.040837367549538615 -0.0058737886788147505 -0.040861021975676225 0.1022355785453692 -0.054943248132021054 -0.073073712042693445 -0.18101545060940444 -0.043505008118033102 -0.0082986120178940755 -0.033839157223701476 0.12994636303704718 0.047083644925252251 0.021461346224186592 -0.080185409369213256 0.0092094704350930146 -0.22528890527784828 0.016030551460774048 0.016705097926949915 -0.091601589247584353 0.079409468825906521 0.016734678546587625 0.028644138050630041 0.10312587855891749 -0.091454613378102137 -0.0045875078107494643
leaf_weight=20 98 22 90 34 24 20 1873 21 40 23 29 21 96 21 25 23 23 345 35 295 20 23 22 20 24 24 230 22 22 992
leaf_count=20 98 22 90 34 24 20 1873 21 40 23 29 21 96 21 25 23 23 345 35 295 20 23 22 20 24 24 230 22 22 992
internal_value=0 0.00304934 0.0288824 -0.00229372 0.0561067 0.121073 -0.00409335 0.0370765 0.0643546 0.000133933 -0.0023806 -0.00351547 -0.0112415 -0.094657 0.00565512 0.0562308 0.00151711 0.00405899 -0.0105214 -0.00447116 -0.0418395 -0.0659011 -0.0962951 -0.158445 0.0216296 0.0195219 0.0210453 0.0263568 -0.035008 -0.0080214
internal_weight=0 2623 266 124 142 44 1954 81 60 2357 2104 2082 1130 42 952 72 880 851 438 403 108 85 62 40 49 413 253 367 46 1088
internal_count=4577 2623 266 124 142 44 1954 81 60 2357 2104 2082 1130 42 952 72 880 851 438 403 108 85 62 40 49 413 253 367 46 1088
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=31
num_cat=0
split_feature=7 7 7 15 12 10 15 24 13 1 16 8 12 29 7 8 8 22 8 15 13 24 1 21 22 13 10 16 15 13
split_gain=7.26212 32.702 27.1146 32.3074 28.4153 21.7466 20.8897 47.2257 20.7136 16.2932 15.9675 15.2546 34.613 26.1171 24.8865 22.0739 20.5609 14.9372 20.1871 36.4914 23.6616 13.5738 20.4336 17.1451 13.8568 15.968 13.5043 21.7082 12.6241 13.3064
threshold=1530.3462159855096 1907.8925041828854 1379.5091398169263 2074.4500000000003 1463.7833945719763 204.3062395502082 1515.5999999999997 0.76636180866020032 93.000298210735608 858.61190177220635 272.50000000000006 1460.7214700193426 1472.9157072025939 170.00000000000003 1200.3036701222106 1008.9883327566987 691.42882205513786 0.20433057305635663 2581.7492668621703 2490.5000000000009 174.97334200260079 0.48246636400355764 955.29488344333333 0.69364358366284051 0.35984991329738064 64.176128934454553 131.77023897252346 642.30000000000007 1692.8999999999999 88.436136111396408
decision_type=2 2 2 2 2 2 2 2 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 21 3 6 5 -4 -1 11 -6 -3 -11 13 -13 28 -14 16 -15 -12 19 -19 26 23 24 -2 25 -23 -20 -28 29 -8
right_child=1 9 4 -5 8 -7 7 -9 -10 10 17 12 14 15 -16 -17 -18 18 20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00058807077689132525 -0.020163917628181455 -0.072278314383907458 -0.0378540345585682 0.050646760429566111 -0.027266247831285003 0.062534872424458307 -0.066088389339191575 -0.16420616653302444 -0.1371885660220869 0.054311072934005 0.019284948202185216 -0.16819218922406437 -0.084738495844331657 -0.014698234023082825 0.06567454945973375 0.025711260549724103 -0.14371181521564722 -0.009548178363230922 -0.03475023868551573 -0.13504014608223697 0.076598146210017148 0.10486599402502179 0.10058757662773132 0.057898426392617136 0.083763288362668109 0.011449338489666928 0.032795140737329018 -0.039748550560607609 0.0450267787091434 0.018094393557035609
leaf_weight=2792 101 36 71 120 30 31 28 23 40 45 157 20 22 21 22 24 30 62 157 37 32 20 46 39 39 215 110 66 84 57
leaf_count=2792 101 36 71 120 30 31 28 23 40 45 157 20 22 21 22 24 30 62 157 37 32 20 46 39 39 215 110 66 84 57
internal_value=0 0.00682863 -0.00232353 -0.00027144 -0.041015 -0.00734368 -0.00222795 -0.0259812 -0.090079 -0.0067512 -0.00320919 -0.0156592 -0.0591133 -0.00426144 -0.00953197 -0.0533726 -0.0905886 -0.00737733 -0.0163988 -0.0564492 -0.00553585 0.0275526 0.0389148 0.00158202 0.0285609 0.0193997 -0.0134286 0.00559126 0.0175335 -0.00963641
internal_weight=0 1162 3415 3243 172 102 3123 331 70 702 666 308 64 244 44 75 51 621 464 99 365 460 320 140 274 235 333 176 169 85
internal_count=4577 1162 3415 3243 172 102 3123 331 70 702 666 308 64 244 44 75 51 621 464 99 365 460 320 140 274 235 333 176 169 85
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=31
num_cat=0
split_feature=23 22 15 8 18 0 1 21 17 4 18 5 0 25 16 24 23 2 13 5 17 1 22 1 2 0 15 18 17 18
split_gain=6.54491 19.7386 37.3989 12.2777 11.1608 11.8459 17.1281 10.2917 8.69065 6.93667 16.3946 10.7085 7.66995 17.9463 12.6576 10.0813 15.4434 12.1859 9.72246 25.5639 37.7304 27.0964 38.3175 24.9997 21.5082 20.76 37.4849 15.8612 16.0245 15.756
threshold=-0.36294855023412959 -0.30831029693740691 736.50000000000011 155.78768138388162 1.3779935411681539 442.86450649806824 406.98861632990366 1.3256910472018115 1.756925744446215 73.634468477491893 1.2114227997455316 62.679588068306693 110.56650086505191 0.030817318058712666 170.50000000000003 0.29763372844284791 0.46184800439715051 333.24990376165385 75.841363679255167 675.60336538461547 1.0754370894351672 498.20109010627647 0.0031372484314003634 443.16446025371096 588.56716033624548 335.78049940999585 881.92500000000007 1.4116980520573035 0.92133779166013319 1.3447742902218689
decision_type=2 2 2 2 2 2 2 2 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 -1 6 7 -6 -9 10 -3 -11 13 -13 15 -15 -17 -18 19 21 -21 23 -23 24 29 -25 -27 28 -24 -14
right_child=1 9 -4 -5 5 -7 -8 8 -10 11 -12 12 18 14 -16 16 17 -19 -20 20 -22 22 27 25 -26 26 -28 -29 -30 -31
leaf_value=-0.04083152275394511 0.054263898621623723 -0.0037587599112437324 -0.13830240972340108 -0.041696038134396075 0.076904328368805563 0.098671784172100693 -0.062791260467334228 -0.013232417482261859 0.056870062303330221 0.053578842279354215 -0.10729413609020413 0.10783158394596762 0.0070858227039619697 -0.020932679139077665 -0.051447792776993344 0.10312546874795642 0.061750521262486785 -0.037064167327032639 0.0023785443485967082 -0.022520273026722343 -0.18252892166376114 0.13397286781668663 0.080010445136576902 0.010210607200860977 0.080980919146289437 -0.013794153719209135 -0.18964031756752067 -0.059994258522761593 0.0062006120123212216 -0.030847648129441796
leaf_weight=27 24 65 30 30 37 21 22 48 28 38 20 21 179 35 28 28 24 26 2941 56 20 25 32 20 24 22 27 33 364 282
leaf_count=27 24 65 30 30 37 21 22 48 28 38 20 21 179 35 28 28 24 26 2941 56 20 25 32 20 24 22 27 33 364 282
internal_value=0 -0.000771715 -0.0487812 0.000952823 0.0185296 0.0288036 0.0179352 0.0336519 0.0125948 0.000163969 -0.02812 0.000732996 0.000253382 0.0215873 0.00874238 0.0236568 0.0436648 0.0103669 -0.000605274 -0.00870067 -0.0646278 -0.00448394 0.0136275 -0.0193261 -0.0113137 -0.0756456 -0.110689 0.00661433 0.012165 -0.0161186
internal_weight=0 4394 84 54 183 156 135 113 76 4310 85 4225 4187 162 141 113 78 50 4025 1084 76 1008 454 554 485 69 49 429 396 461
internal_count=4577 4394 84 54 183 156 135 113 76 4310 85 4225 4187 162 141 113 78 50 4025 1084 76 1008 454 554 485 69 49 429 396 461
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=31
num_cat=0
split_feature=27 21 22 6 28 11 11 13 19 13 25 24 2 2 2 6 2 27 19 1 1 1 19 20 17 25 6 28 13 17
split_gain=5.92211 10.3461 24.4125 17.9624 30.1874 21.9225 26.7424 21.0265 19.0793 18.408 18.0563 28.8305 26.2206 17.0589 22.3252 22.8998 16.5435 15.2997 25.9057 21.5925 16.4883 22.5233 20.1243 22.7281 17.0012 15.3403 27.7677 15.6224 15.2838 15.2892
threshold=6.5000000000000009 0.80496501425448286 0.18399624841769888 693.27974987161667 10.500000000000002 291.52834749487261 175.10722558802567 59.064516129032263 1.0407269802258168 64.176128934454553 0.77882543398881621 0.77432662214191739 919.78389393609666 1036.6809616128287 1309.0345860566451 1051.4752948951884 1181.3591610126903 8.5000000000000018 0.80740681379529855 344.82788645359534 382.95082350547261 473.57443449044052 0.92962564577208184 1.8154438273843541 1.465430055637605 0.080424212813177312 302.13720676486639 9.5000000000000018 65.808625530241372 1.4337101977303124
decision_type=2 2 2 2 2 2 2 2 2 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 17 5 8 6 7 -2 -5 -9 11 12 -8 -10 15 -15 -7 25 19 -19 22 -22 23 -20 -23 27 -27 -3 -24 -30
right_child=1 2 -4 4 -6 16 10 9 13 -11 -12 -13 -14 14 -16 -17 -18 18 20 -21 21 24 28 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0043317540557716019 -0.072957669074336692 0.035483509030298989 0.06493003596733142 -0.11863196877424012 0.029837108751615656 0.016229973230792123 -0.033528278966964524 0.082145141023728593 0.021893240554401509 0.0082220928146297702 0.034753586082227603 -0.1477940322458744 0.053055147781299473 -0.15903133482982715 0.01970295630119465 -0.039226634485217245 0.090260444660529959 -0.14764248710935532 0.0082679141002396754 -0.010616570743529695 -0.081307944137603061 -0.03400164193784197 0.048214847039288057 0.15072128613080299 0.085026373453438289 0.017797023837068462 -0.12360768069823583 -0.00090658184232526135 0.0030617605543649586 -0.069579152322962495
leaf_weight=1868 30 332 77 33 65 354 339 36 39 524 47 20 39 27 27 39 33 23 24 23 50 30 52 21 20 41 21 183 122 38
leaf_count=1868 30 332 77 33 65 354 339 36 39 524 47 20 39 27 27 39 33 23 24 23 50 30 52 21 20 41 21 183 122 38
internal_value=0 0.00298698 0.0107129 -0.00195632 -0.027884 0.00223733 -0.0053551 0.00860487 -0.0506226 0.0129743 -0.0238638 -0.030786 -0.0245951 -0.0336202 -0.0569001 -0.0882376 0.0225426 0.006453 -0.00849777 -0.0791295 0.000603241 -0.0338492 0.0140089 0.0747462 0.0136096 0.0168952 -0.0300981 0.0225527 0.0011165 -0.0141905
internal_weight=0 2709 1057 1652 230 1422 1035 590 165 560 445 398 378 132 93 66 387 980 403 46 357 100 257 45 50 577 62 515 212 160
internal_count=4577 2709 1057 1652 230 1422 1035 590 165 560 445 398 378 132 93 66 387 980 403 46 357 100 257 45 50 577 62 515 212 160
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=31
num_cat=0
split_feature=13 16 9 22 7 9 13 22 17 13 1 24 3 9 22 22 17 24 12 13 22 19 20 16 12 7 17 9 17 9
split_gain=6.04185 16.8835 17.1857 15.9583 22.3542 31.6594 15.1659 13.4605 14.7509 12.4768 12.4528 11.378 10.6236 10.2437 9.59078 8.52323 21.9251 23.2077 26.4771 15.7899 14.2191 16.8773 15.9013 13.9208 13.1188 25.0841 22.4945 13.8339 13.5735 13.4104
threshold=197.98514350247288 638.32500000000016 395.44983787411496 0.14270899831978959 1038.1759655339395 224.34254439192645 261.73002743567298 1.0000000180025095e-35 1.3592456723753292 196.39223710539503 421.41441480807083 0.73502214219851225 702.39170652666905 196.89363662131521 0.28496270763334886 -0.054609562550765975 1.0836509961363248 -0.034081878364405328 905.44704419268464 176.20264530152193 -0.032263327848308106 1.0574838110593654 2.8686734638358433 283.07500000000005 815.48165828599542 113.73667443289187 1.4337101977303124 69.164865147698819 1.2536152857157694 80.346445448681393
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 6 5 -5 7 8 12 15 -10 14 -2 -9 -6 16 17 -1 -19 20 21 -17 -23 -21 25 27 28 -18 -27 -26
right_child=1 2 -4 4 11 -7 -8 13 10 -11 -12 -13 -14 -15 -16 19 24 18 -20 23 -22 22 -24 -25 29 26 -28 -29 -30 -31
leaf_value=0.02041019559837878 -0.073770334536360727 -0.00091301422033991133 0.11528955716639758 -0.028345827862620354 -0.0099773205299344345 -0.19714591283351185 0.045953831817954781 -0.0088838677118635839 -0.027766356053096908 0.07166011625528336 0.068245807831937622 0.03198844148559616 0.00053725030380659389 0.068154146016708439 -0.091587745926032471 0.0053207380613416767 0.015487262663534946 -0.038336138607997255 -0.15946054808580534 -0.016707632576043793 0.00023337168215963803 0.11825717648162562 0.0091483916409990998 0.052506352302601991 0.023508042670271505 0.073298087331556502 0.12791424848139285 -0.079203770681353369 -0.015867758208983822 -0.012321995465625159
leaf_weight=36 74 35 20 25 36 20 50 45 35 25 22 31 26 28 24 89 36 59 26 39 2684 34 22 114 123 31 30 27 38 693
leaf_count=36 74 35 20 25 36 20 50 45 35 25 22 31 26 28 24 89 36 59 26 39 2684 34 22 114 123 31 30 27 38 693
internal_value=0 -0.0107274 0.0413425 -0.0176116 -0.0457148 -0.103368 -0.00396149 -0.0148126 -0.0313086 0.00123054 0.00929097 -0.0172049 -0.0544504 0.020665 -0.0426215 0.000799091 -0.00672881 -0.0468846 -0.075386 0.00357346 0.0018812 0.0323831 0.075393 0.0348636 -0.00176066 0.0242329 0.0556232 -0.0250946 0.0241923 -0.00692114
internal_weight=0 471 55 416 136 45 280 230 157 4106 57 91 100 73 60 4081 1099 121 85 2982 2829 145 56 153 978 162 99 63 69 816
internal_count=4577 471 55 416 136 45 280 230 157 4106 57 91 100 73 60 4081 1099 121 85 2982 2829 145 56 153 978 162 99 63 69 816
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=31
num_cat=0
split_feature=14 7 16 7 12 15 13 15 12 8 18 7 8 29 14 21 14 19 0 9 12 21 20 10 26 9 20 0 8 7
split_gain=5.40778 13.4684 19.3707 17.6527 29.0895 24.8778 18.2305 16.3155 18.1003 49.2886 19.4368 17.9238 16.6171 16.8364 16.3275 20.178 15.4541 14.5078 13.7514 13.6342 13.3914 13.2431 13.1007 17.1528 16.2885 19.1318 15.4326 20.2163 13.3726 13.3703
threshold=0.00031009786424980465 1530.3462159855096 240.15000000000003 1379.5091398169263 1463.7833945719763 2056.8499999999999 117.00128038194445 1515.5999999999997 1100.4023640954349 1251.4247347480107 1.4897249185788233 1231.5707050191679 957.61305796388149 170.00000000000003 0.0035064418109830987 0.55330207367209139 0.013172268890488342 0.95919697022603845 337.57320038910512 350.90587405840665 2250.8571140728322 0.37251249055330782 2.5157963828108731 163.54999905557366 1.5000000000000002 310.50000000000006 2.0882420710483331 532.21259259259273 2819.8023809523816 1760.9736366317709
decision_type=2 2 2 2 2 2 2 2 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 3 -3 5 21 7 -6 11 9 10 19 14 13 -10 15 -2 -7 -14 -19 -9 -18 -5 24 -24 26 28 -1 -28 -26 -25
right_child=1 2 -4 4 6 16 -8 8 12 -11 -12 -13 17 -15 -16 -17 20 18 -20 -21 -22 -23 23 29 25 -27 27 -29 -30 -31
leaf_value=-0.012731270902398704 -0.13389671087265015 0.055069360640365633 0.0071618512274986626 0.078243978284299381 -0.03737109066452831 0.012371878970914813 -0.14049450973669689 -0.11488762900233269 -0.0039020583456890151 -0.19124094201251865 0.064232720565050846 0.051049963020320457 0.086749591268599047 -0.10741077872614067 0.00096872105925091968 -0.010353693671715566 0.13235567712358065 0.07196990667531887 -0.014768636658959462 0.0018778265686705709 0.033651969540450313 -0.017767689278458849 -0.047608847953132444 -0.020921878056491122 0.030488256464845372 -0.081759529389642385 0.12873622756451369 0.02544201014770402 -0.029188520801656043 0.054445236313363746
leaf_weight=69 20 100 541 20 40 67 30 20 33 22 20 70 20 30 2591 39 28 21 141 20 27 51 151 68 70 37 24 90 81 36
leaf_count=69 20 100 541 20 40 67 30 20 33 22 20 70 20 30 2591 39 28 21 141 20 27 51 151 68 70 37 24 90 81 36
internal_value=0 0.00136821 0.0146357 -0.00120112 -0.0358224 0.000339303 -0.0815668 -0.00143362 -0.0225381 -0.0632054 -0.016259 0.00110358 -0.00892698 -0.0531919 -0.000215763 -0.0522327 0.0446187 0.00639551 -0.00352475 -0.0565049 0.0839011 0.00927785 -0.00863546 -0.0260847 0.00335795 -0.0173149 0.0245956 0.0471882 -0.00152379 0.00516674
internal_weight=0 3951 641 3310 141 3169 70 3047 327 82 60 2720 245 63 2650 59 122 182 162 40 55 71 626 255 371 188 183 114 151 104
internal_count=4577 3951 641 3310 141 3169 70 3047 327 82 60 2720 245 63 2650 59 122 182 162 40 55 71 626 255 371 188 183 114 151 104
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=31
num_cat=0
split_feature=21 19 13 24 13 1 9 22 24 13 23 17 26 27 16 16 22 16 27 16 24 14 1 11 29 15 14 14 23 11
split_gain=5.00067 17.2268 17.9288 11.7635 9.72163 11.8095 5.77363 5.23793 16.0066 14.4692 12.619 21.2263 12.8149 17.2823 15.0799 25.4512 16.8462 21.9114 17.6863 20.9715 17.5988 20.375 18.8329 19.8542 15.267 14.4708 14.3655 12.296 11.9248 15.2315
threshold=1.3879157643785927 1.3460347680077815 73.997027290643715 0.067553278817077136 58.644280306441551 330.20547368029537 81.833475977705277 -0.054609562550765975 0.2472260779330395 261.73002743567298 -0.098607229230751783 1.287244004128463 6.5000000000000009 9.5000000000000018 536.07500000000016 465.77500000000003 0.38193066173941215 274.05000000000007 4.5000000000000009 307.05000000000007 0.60855776234581127 0.069180974857279656 473.57443449044052 637.00638926290605 125.00000000000001 501.50000000000006 0.033304731117978881 0.11305301563136951 -0.15235845082350366 416.40651201042874
decision_type=2 2 2 2 2 2 2 2 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 -3 6 5 -1 -2 8 9 28 11 -9 -12 14 15 16 17 25 -19 -20 21 22 -21 -24 -17 -14 -16 -28 29 -6
right_child=1 2 -4 -5 7 -7 -8 10 -10 -11 12 -13 13 -15 26 24 -18 18 19 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0032233624231247679 0.062027259531896563 0.02245018713448833 -0.076574278374513 0.10411060299805326 -0.0039499861664842343 -0.10414655006490647 0.0075833524490008138 0.082019748998915454 -0.080944823314036643 0.06411397316803534 0.0043995335742283452 0.0062169102937983936 -0.04712849335262069 -0.064562083518615476 -0.014635935581908255 0.01929899730852672 -0.086722139239311213 -0.10416579278914824 -0.070561445898448052 -0.1241667410824448 0.065030903917338165 0.021928649089838329 0.0082009422400641067 -0.10214441889388995 0.10504637142699776 0.03103373430601751 -0.12942853981588523 -0.031519888033126962 -0.023093887772913369 0.046863887630976167
leaf_weight=21 28 41 33 23 638 20 64 51 28 30 2183 134 27 54 167 56 25 23 52 22 35 95 63 22 33 193 23 29 299 65
leaf_count=21 28 41 33 23 638 20 64 51 28 30 2183 134 27 54 167 56 25 23 52 22 35 95 63 22 33 193 23 29 299 65
internal_value=0 0.0159267 -0.0217094 0.0401447 -0.000685996 -0.0491522 0.0241532 -0.000228872 -0.00634155 -0.00431743 0.00174236 0.0271139 0.000229228 -0.00967695 -0.00625059 0.00143711 -0.00649713 -0.00272716 -0.0197689 -0.0130522 -0.000434105 -0.0117771 -0.0417027 -0.020359 0.051093 0.0214411 -0.0289276 -0.0748256 -0.00636628 0.000748309
internal_weight=0 189 74 115 4388 41 92 4347 1060 1032 3287 185 3102 919 865 646 557 532 312 289 237 202 107 85 89 220 219 52 1002 703
internal_count=4577 189 74 115 4388 41 92 4347 1060 1032 3287 185 3102 919 865 646 557 532 312 289 237 202 107 85 89 220 219 52 1002 703
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=31
num_cat=0
split_feature=4 11 20 11 0 3 19 13 18 23 27 29 16 18 0 0 11 13 15 9 3 10 10 25 18 12 12 12 13 27
split_gain=5.00097 18.6168 20.1891 19.9512 20.2603 24.7945 17.4562 16.4225 25.5164 15.3652 14.6631 19.8653 29.8536 22.1523 14.6043 18.6566 15.6684 14.5328 13.4924 22.0497 15.7903 14.6893 13.2065 13.1071 12.4071 11.8995 11.8017 14.8162 18.9755 11.4243
threshold=255.02421345417039 173.40370370370374 1.5957818674597311 191.04013427801902 326.93532803490734 315.74555311282222 1.4790182410989476 144.00591957542358 1.4587554898901918 0.75659141765818372 4.5000000000000009 105.00000000000001 296.50000000000006 1.2745070658849664 314.44384164222879 237.06677056594552 89.224715650743619 138.11854349291977 336.50000000000006 71.092595997349051 169.62783333908706 318.08007443453727 73.336442656550489 -0.077109111727269947 1.1202049446266529 2163.2739546420985 2927.6432899284396 2120.0543478832546 93.000298210735608 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 25 4 5 -3 9 17 14 -4 11 -5 -13 -14 15 22 -16 18 23 -20 -21 26 -9 -1 -18 -2 27 -22 -29 -12
right_child=1 3 6 10 -6 -7 -8 8 -10 -11 29 12 13 -15 16 -17 24 -19 19 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.10098193485289814 -0.096320063519206911 -0.020887932601366559 0.046732353356102825 0.0056831166262143393 0.0021508007684009679 -0.12680877324862358 -0.010143509396941079 0.014551896960078243 -0.12571402275562288 -0.014440481062047185 -0.010684584343724872 0.15683515425771477 -0.061208805292844774 0.065719241411848511 0.0025873081246390942 0.072083510076627139 -0.041485138107901033 0.075072524935007101 0.072112473431180296 -0.072167104368026438 -0.007167454219542381 0.077616830244660373 -0.066584914768380785 0.014023535678593014 -0.14917889226227998 0.0089190190569275914 0.051295457011268988 -0.0048789932702978456 -0.10905195788055769 0.0037320848637016311
leaf_weight=20 22 51 284 225 81 39 98 47 25 48 872 24 20 44 30 30 23 25 34 39 682 20 35 130 20 21 31 36 34 1487
leaf_count=20 22 51 284 225 81 39 98 47 25 48 872 24 20 44 30 30 23 25 34 39 682 20 35 130 20 21 31 36 34 1487
internal_value=0 0.00203839 0.0204081 -0.00101785 -0.0341322 -0.066787 0.0269414 -0.00536027 -0.0308905 0.0378881 0.00110137 0.0214384 0.0617218 0.0260542 -0.0180765 0.0046069 -0.0528783 -0.000259086 -0.00209465 -0.00683997 -0.0100281 -0.00701011 -0.0200797 0.025618 -0.0915753 -0.0449242 -0.00917172 -0.0116644 -0.0554773 -0.00159701
internal_weight=0 3316 473 2843 171 90 430 1261 210 332 2672 313 88 64 185 112 73 1051 1026 876 842 803 82 150 43 43 783 752 70 2359
internal_count=4577 3316 473 2843 171 90 430 1261 210 332 2672 313 88 64 185 112 73 1051 1026 876 842 803 82 150 43 43 783 752 70 2359
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=31
num_cat=0
split_feature=20 6 20 8 12 19 20 10 17 11 10 19 12 10 20 20 23 11 18 11 26 28 22 26 19 8 21 17 20 20
split_gain=5.06333 14.8333 12.04 14.0756 19.2835 43.9195 18.2814 9.88269 9.26104 8.35189 11.3689 7.70868 10.5896 30.6601 11.1142 17.622 14.6378 11.1474 14.3721 10.4604 10.8787 11.5424 14.0297 13.7496 9.44899 18.4816 14.8192 9.29081 19.6483 14.7332
threshold=4.6862551322908574 136.9148694857889 3.907599281725584 834.76296227032594 1088.6408450704228 1.326418158531502 4.1169100049229455 84.451367149077768 1.0388255753868585 151.74858052575448 221.91408714066867 2.2243398023378238 357.35687470113425 187.9995566431185 3.0700994159780555 3.0947063371613859 0.6588699896138005 170.1899081034563 1.3316182523288507 186.12167826029716 7.5000000000000009 8.5000000000000018 0.10284190855774004 1.0000000180025095e-35 1.3694962276473364 2009.3494029190626 0.51853088413871362 0.92536793743778156 2.2540476322611975 2.802790171942894
decision_type=2 2 2 2 2 2 2 2 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 5 -4 8 -6 -5 -3 -11 12 13 -1 27 -16 17 18 -17 -19 21 22 -21 -24 25 -18 -26 28 -14 -29
right_child=1 9 3 6 7 -7 -8 -9 -10 10 -12 -13 14 -15 15 16 24 19 -20 20 -22 -23 23 -25 26 -27 -28 29 -30 -31
leaf_value=-0.002359816398567114 0.084028302056581849 -0.049859617417678241 -0.19972385029223833 -0.10092537462711336 -0.062152622458303268 -0.018392905899707011 0.030341970783888134 0.023737076750478231 -0.0069036771627989692 0.062438853103066655 -0.023204342929285863 0.061123996671466597 -0.025224418770999481 -0.13602799773216248 0.088274178726057861 0.12563514624323166 -0.098827034189845578 -0.038059190982902377 0.023024332241561168 -0.021223164287706219 -0.022335984371602537 0.00032486237076565969 0.0243249272617201 0.097261729836463931 0.073636774122715007 0.017946249246597292 -0.048097538314759734 -0.00017275542084869809 0.03429337034419102 -0.024057728764667104
leaf_weight=78 28 24 22 20 21 34 77 37 22 31 31 21 78 22 31 21 33 37 39 24 52 86 48 56 20 23 20 3067 192 282
leaf_count=78 28 24 22 20 21 34 77 37 22 31 31 21 78 22 31 21 33 37 39 24 52 86 48 56 20 23 20 3067 192 282
internal_value=0 0.0208108 -0.000531578 -0.0226621 -0.0477738 -0.0896301 0.00139448 -0.00736092 -0.0516759 0.00022836 0.0196173 0.000687433 0.000385896 -0.0317668 0.00116839 0.0153025 0.0103741 0.0195577 0.0589381 0.0117597 0.0186893 0.0286581 0.0476945 0.0635986 -0.0243515 -0.0508666 0.0127696 -0.000745316 0.0170993 -0.00218397
internal_weight=0 114 4463 233 114 56 119 58 42 86 62 4230 4209 100 4109 490 459 363 60 303 266 214 128 104 96 56 40 3619 270 3349
internal_count=4577 114 4463 233 114 56 119 58 42 86 62 4230 4209 100 4109 490 459 363 60 303 266 214 128 104 96 56 40 3619 270 3349
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=31
num_cat=0
split_feature=6 11 9 10 11 27 9 9 15 18 10 26 26 9 22 28 18 26 19 6 5 11 19 10 9 9 22 25 1 21
split_gain=4.19007 23.1403 31.3776 20.4252 13.3615 12.573 12.2995 63.236 15.8899 16.4992 14.7046 12.0249 23.4872 24.1562 19.3749 13.8878 13.0056 10.9048 10.2851 10.2718 15.2459 11.1645 9.76906 9.58575 41.9704 16.8042 16.5054 16.2603 16.7463 16.1028
threshold=220.93878067290669 178.041380482829 189.35695609052388 113.06238062387665 181.50530869612638 4.5000000000000009 288.11419057116387 313.34176394293132 1788.3500000000001 1.2760636279048054 192.80916331732186 2.5000000000000004 6.5000000000000009 245.78175179484523 0.21544807086524995 8.5000000000000018 1.3734748605486444 1.0000000180025095e-35 1.0771969722056018 181.23118575624085 165.0503533568905 129.53357579839397 0.61985999497432032 70.091462729724213 98.936617660635861 135.27011506000733 -0.31613969921737778 -0.055451202249023147 338.03018352574242 1.0030565247193393
decision_type=2 2 2 2 2 2 2 2 2 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 -3 11 10 -8 9 -9 19 15 14 -14 -13 -2 -16 -17 -4 -1 21 -21 -7 24 -24 27 -27 28 -25 -28
right_child=5 2 18 -5 -6 22 7 8 -10 -11 -12 12 13 -15 16 17 -18 -19 -20 20 -22 -23 23 25 -26 26 29 -29 -30 -31
leaf_value=-0.0026642581904889086 0.035452400365611536 -0.098693457484245295 0.044803320916910333 -0.15075740254130857 0.0027623269034342634 0.067712904255659817 -0.19168327681720257 -0.081973939697290291 0.063657367428143818 0.012165874099502198 0.063906813721405345 0.16686864741146568 0.048779072612524038 -0.091317046228796245 0.10398839031872542 0.011555897358339281 -0.00020781922340393067 -0.043824357434641574 -0.019595489161269321 0.0092469591647386558 0.0067313151144747733 0.10393307152571102 0.0083587156482419732 0.061033365661623311 -0.15626073210012348 -0.077850382449105388 -0.0040804829460104469 0.073614151931057373 -0.042544551999182313 0.018435599653857448
leaf_weight=880 100 25 31 29 27 21 20 29 30 52 40 20 32 20 23 80 25 64 124 20 169 33 59 27 21 28 2076 60 37 375
leaf_count=880 100 25 31 29 27 21 20 29 30 52 40 20 32 20 23 80 25 64 124 20 169 33 59 27 21 28 2076 60 37 375
internal_value=0 -0.00431423 -0.0330748 -0.083515 -0.0460145 0.00212196 0.00101766 -0.0280043 0.00148741 -0.0215385 0.0043468 0.0195699 0.0454875 -0.00510405 0.0841752 0.00682358 0.0497195 -0.0130575 -0.00671573 0.00218491 0.0214069 0.0682025 -0.000226805 -0.000758574 -0.0348539 0.000289304 -0.00150768 0.0362145 0.00115238 -0.00063555
internal_weight=0 1509 236 81 52 3068 1273 131 111 81 1142 364 120 52 68 244 48 144 155 1102 222 53 2704 2683 80 2603 2479 124 64 2451
internal_count=4577 1509 236 81 52 3068 1273 131 111 81 1142 364 120 52 68 244 48 144 155 1102 222 53 2704 2683 80 2603 2479 124 64 2451
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=31
num_cat=0
split_feature=8 9 8 16 2 5 10 9 17 11 2 13 2 27 22 29 13 16 11 19 9 6 6 27 27 17 9 20 17 19
split_gain=4.60027 16.6023 13.6269 11.4146 15.8162 12.9459 10.7894 14.4783 14.7519 9.36528 10.6118 15.0389 11.645 9.32319 12.6127 27.6328 10.8174 9.28422 8.45941 8.41109 15.992 8.85651 29.9084 75.7089 14.6507 15.6993 14.3049 13.9768 12.7487 11.3084
threshold=260.3049942799683 89.563497960187021 247.11999916048245 551.05000000000007 619.74250744997892 258.83398357130341 65.818851666773128 137.8824633999985 1.0364004826257616 291.52834749487261 320.64549047503891 72.253100336986449 256.02522857916938 2.5000000000000004 0.38193066173941215 125.00000000000001 58.644280306441551 257.02500000000003 275.11723355453137 0.78050359552405124 245.78175179484523 158.53762187367531 125.5438132440393 6.5000000000000009 8.5000000000000018 0.93312261576613975 285.59528559323735 3.5857404454428274 1.6555704426948035 1.8613121465277014
decision_type=2 2 2 2 2 2 2 2 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 -5 17 8 -8 10 12 -12 -10 14 15 -9 -15 -3 -13 20 -18 22 26 -24 -25 29 27 -21 -23 -26
right_child=1 6 -4 5 -6 -7 7 13 9 -11 11 18 -14 16 -16 -17 19 -19 -20 21 -22 28 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0048252724416778178 0.071927203225310557 -0.077952940901741388 -0.066701787720258185 -0.015044460461164514 -0.08618481916189194 0.083492011452714607 0.086730027198791512 0.016247154736399202 0.011710040361753533 0.075752141099909076 -0.06272701690493919 0.020360719597115103 0.10590339622327261 -0.068582817027345297 -0.0066015939364272554 0.13876863084733487 -0.0088231792544374368 0.0088999948138371119 -0.049535441454499965 0.082392741787398971 -0.098154960535466684 0.00020657347458042462 -0.22440390787309125 0.037365586485932856 0.049194765847087624 -0.097887153774499899 -0.036305631493250355 -0.010483956895768642 0.042239884669716295 -0.050345564246177678
leaf_weight=540 33 32 37 24 25 30 32 79 35 23 34 129 21 24 89 24 101 20 20 43 25 2897 21 34 21 30 29 26 74 25
leaf_count=540 33 32 37 24 25 30 32 79 35 23 34 129 21 24 89 24 101 20 20 43 25 2897 21 34 21 30 29 26 74 25
internal_value=0 0.00129675 -0.00775082 -0.0042271 -0.00842525 0.039698 0.000697259 0.00131059 0.0226347 0.0148062 0.00894112 -0.00271527 0.0470325 -0.000459388 0.020971 0.0447958 -0.00168764 -0.044548 0.0109787 -0.00120493 -0.0265477 -0.000207056 -0.0191562 -0.0504139 -0.0171976 -0.0416074 0.022627 0.0473957 0.00125352 -0.00490324
internal_weight=0 3921 656 619 565 54 3888 3836 294 262 239 183 56 3542 192 103 3350 52 149 3326 126 3200 229 131 110 76 98 69 2971 46
internal_count=4577 3921 656 619 565 54 3888 3836 294 262 239 183 56 3542 192 103 3350 52 149 3326 126 3200 229 131 110 76 98 69 2971 46
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=31
num_cat=0
split_feature=3 15 3 9 19 17 20 3 13 8 13 20 18 13 13 18 6 16 12 19 2 16 9 18 4 20 12 13 9 12
split_gain=4.45057 13.2047 19.4057 10.601 18.0359 13.1501 12.7323 9.83609 9.49357 13.2361 9.44757 8.93518 13.62 8.95544 20.4227 23.503 25.0956 22.6381 18.4069 19.5794 22.4869 20.4369 18.7369 21.1793 35.0144 15.7251 15.4004 14.2224 10.0316 9.93165
threshold=162.23769154490552 336.50000000000006 133.51755163128905 71.092595997349051 1.0475333567792584 2.1236512751834176 2.1245012969152772 175.76030703284451 150.20494361179172 327.71427567336906 107.77600457223249 1.366647235232392 1.1655142610577449 137.67676184035003 127.54202365982466 1.1685436358911321 423.28786534195046 323.30000000000007 3418.5530849767115 0.97814594514295228 915.72195115374359 362.62500000000006 179.00868682310474 1.4587554898901918 328.25006479823759 1.4842865923470276 1267.0255359258576 133.03837926010286 162.2248627214382 3375.3695250197325
decision_type=2 2 2 2 2 2 2 2 2 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 -2 7 -6 -5 9 -1 -7 12 -9 14 29 27 17 -17 22 21 28 -20 26 25 -25 -24 -15 -16 -21 -13
right_child=3 2 -4 5 6 10 -8 11 -10 -11 -12 13 -14 18 15 16 -18 -19 19 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010557800171558153 0.090789815927190445 0.011776881227674693 -0.11031264513731004 0.054989302316398342 -0.064668186306953437 0.00046298321336507803 0.036447516512690174 -0.010828235920495061 -0.028520139949460045 0.089413161930583782 -0.089525429937722431 -0.0010310282562560724 -0.091679960039133826 0.11658106413152483 -0.15878440905362368 0.026202756882860112 0.068516120211831455 -0.096983970643154227 -0.011569760241545738 -0.023020353447645903 -0.00076936356887659612 0.085059023716233001 0.083541247497002286 -0.12612535074867051 0.0060138860617119537 0.012337696632492635 0.03335770357100825 -0.050622309816460459 -0.10167236267402768 0.028979839695536577
leaf_weight=88 35 23 30 33 20 20 33 158 73 21 28 2682 24 27 20 26 29 35 65 24 85 33 33 29 65 516 126 31 50 115
leaf_count=88 35 23 30 33 20 20 33 158 73 21 28 2682 24 27 20 26 29 35 65 24 85 33 33 29 65 516 126 31 50 115
internal_value=0 -0.0134038 -0.0573304 0.000725448 0.0350801 1.4774e-05 -0.00170935 0.000608726 -0.000612006 0.0180788 -0.0520303 0.000178685 -0.02149 0.00116683 -0.00166907 -0.0388027 -0.00806889 -0.0444782 0.00907934 -0.0141891 -0.0358585 0.0209685 0.0165919 0.0091079 -0.0347525 0.0166177 0.0480442 -0.0930388 -0.0761636 0.000202883
internal_weight=0 235 53 4342 88 4254 53 4206 182 109 48 4173 182 3991 2938 141 90 61 1053 257 159 98 796 643 94 549 153 51 74 2797
internal_count=4577 235 53 4342 88 4254 53 4206 182 109 48 4173 182 3991 2938 141 90 61 1053 257 159 98 796 643 94 549 153 51 74 2797
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=31
num_cat=0
split_feature=20 5 27 15 20 12 22 20 6 12 16 26 0 14 0 26 5 22 12 14 14 14 28 23 21 20 22 9 21 2
split_gain=4.66584 19.213 9.67672 11.0787 8.36618 11.3903 23.3909 10.8506 7.09096 6.17871 23.8089 16.3881 15.851 14.5205 12.9964 12.9342 11.4822 11.0725 14.1557 11.1859 10.1283 17.9865 34.8116 15.8717 26.7407 21.0002 19.8892 17.2348 13.5827 32.4288
threshold=4.6862551322908574 122.92247500101404 7.5000000000000009 1044.2000000000003 3.907599281725584 1000.3167819139982 0.096851976315003974 4.1169100049229455 273.9386370644466 1914.0255277838548 139.05000000000004 3.5000000000000004 281.78102150537637 0.036787382159476696 288.99825927622544 2.5000000000000004 173.04980628624241 -0.2886119087746139 1942.7206846541555 0.28522867847773176 0.15941453822796803 0.19720208084750274 7.5000000000000009 -0.092210866486145029 1.1092953256006675 1.9317529616445723 -0.090124371844227599 163.6628056467639 0.86411948247136328 506.62751693006697
decision_type=2 2 2 2 2 2 2 2 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 -4 9 6 -6 -8 -7 20 11 -11 13 -12 -14 16 -15 19 -19 -16 23 22 -22 25 27 -1 -27 -25 -29 -30
right_child=1 2 3 -5 5 8 7 -9 -10 10 12 -13 14 15 17 -17 -18 18 -20 -21 21 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=0.081105655555923792 0.087151645608396555 0.051744306984950195 0.025522488173097376 -0.061131433325095311 -0.12060762402335448 -0.010981023022471819 -0.061585305484406876 0.01046806024224089 0.046200180451931631 -0.022590693778225354 -0.021396574809245686 -0.13945275495449702 -0.073974517111976945 0.044506826153134602 -0.095740651482572936 0.070972227033328367 -0.046977353962543218 -0.070425004238883662 -0.0010362037169455187 -0.0029798569856211545 -0.15878115066073159 -0.0014709468996239323 6.4699049737002411e-05 0.044826027207555026 -0.095767897424789583 -0.02874781889683109 0.061927785811854943 0.0061967314224040037 -0.12109889147867417 0.0054809009049907884
leaf_weight=66 31 22 25 36 28 86 33 57 29 28 47 21 27 34 26 74 23 30 1471 26 22 642 37 109 26 59 41 1325 29 67
leaf_count=66 31 22 25 36 28 86 33 57 29 28 47 21 27 34 26 74 23 30 1471 26 22 642 37 109 26 59 41 1325 29 67
internal_value=0 0.0199772 -0.00511198 -0.0256175 -0.000510286 -0.018958 -0.0407852 -0.0159515 0.00343858 0.000505864 -0.00391978 -0.0726744 -0.00200341 0.0262868 -0.00519054 0.0433946 0.00759216 -0.00399468 -0.00242306 -0.0493603 0.00380637 -0.00632687 -0.059166 0.00793147 0.00479569 0.0373246 0.00842918 0.00650461 0.00356511 -0.0327567
internal_weight=0 114 83 61 4463 233 118 90 115 4230 1807 49 1758 178 1580 131 57 1553 1501 52 2423 701 59 1722 1556 166 100 1530 1421 96
internal_count=4577 114 83 61 4463 233 118 90 115 4230 1807 49 1758 178 1580 131 57 1553 1501 52 2423 701 59 1722 1556 166 100 1530 1421 96
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=31
num_cat=0
split_feature=7 7 7 12 8 2 8 29 12 12 8 18 10 29 22 18 22 18 10 18 16 22 0 7 26 11 10 22 2 22
split_gain=4.65182 22.3718 16.1075 18.8866 14.1021 13.4121 13.3249 23.5823 21.0229 16.9239 15.8347 25.651 13.2346 12.8905 10.6434 18.6087 10.4674 20.4016 9.81954 9.13746 14.4797 13.3844 9.07591 9.29631 9.04944 9.03207 9.60856 16.3477 18.2083 11.979
threshold=1907.8925041828854 1530.3462159855096 1379.5091398169263 1463.7833945719763 1802.5793478260873 1087.0834581969279 2581.7492668621703 145.00000000000003 2264.1664494590591 2842.3673680918437 2741.3166666666671 1.1496727034561098 204.3062395502082 85.000000000000014 0.35984991329738064 1.3734748605486444 0.18998566331508585 1.2542598268773835 163.54999905557366 1.0931122852813224 730.5250000000002 0.26936064168017271 803.61254318363024 2009.0643038695528 5.5000000000000009 616.85089573268931 133.85287050600058 0.21025091053964409 1343.8563130520254 0.34725504182822459
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -1 -5 8 10 13 -10 11 -8 -4 22 16 -16 17 -3 -15 -12 25 -22 23 -2 -13 26 27 -21 -29 -28
right_child=6 14 3 5 -6 -7 7 -9 9 -11 19 24 -14 18 15 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=-0.00082955948013339453 -0.054840385811403394 0.10814486598486411 -0.027603584360068951 -0.10187403849781829 0.04454694588003414 -0.0086809319322523875 0.11343644797819219 0.092039119810969738 -0.13984773236398515 -0.031969715609694971 0.018642003318596192 0.024167368660268727 0.050711401401748582 -0.01156855825490008 0.0049403018894649689 0.1397201620042324 0.010222949489652924 0.00012841936873479024 0.078891109605319809 0.054574971949859032 -0.0254550077021122 -0.13520901173353195 -0.088071081729694495 0.019203113114986667 -0.043685507658740574 -0.072266718486081002 0.035911066327002139 -0.016527516037633975 -0.11264253766448409 -0.041499314871099258
leaf_weight=3173 30 34 71 47 70 23 27 27 26 33 68 61 31 24 21 20 349 36 24 21 25 20 21 39 29 23 77 73 27 27
leaf_count=3173 30 34 71 47 70 23 27 27 26 33 68 61 31 24 21 20 349 36 24 21 25 20 21 39 29 23 77 73 27 27
internal_value=0 0.00135692 -0.00143176 -0.0312532 0.00014989 -0.0712534 -0.00749011 0.0011149 -0.0295486 -0.0795092 -0.00402099 0.0279497 -0.00380197 -0.00818871 0.0220598 0.0706866 0.0173016 0.0525936 0.0336613 -0.0143827 -0.0220471 -0.0742346 -0.0305087 -0.0129897 0.00230366 -0.0125776 -0.00647605 -0.0256346 -0.0424786 0.0158141
internal_weight=0 3875 3415 172 3243 70 702 505 197 59 478 117 102 138 460 41 419 70 48 361 293 45 90 69 90 248 225 121 100 104
internal_count=4577 3875 3415 172 3243 70 702 505 197 59 478 117 102 138 460 41 419 70 48 361 293 45 90 69 90 248 225 121 100 104
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=31
num_cat=0
split_feature=4 11 4 21 4 1 4 2 27 11 21 21 10 10 4 5 10 10 24 25 21 19 10 2 23 16 16 16 24 16
split_gain=4.50309 6.10274 28.6443 35.88 14.8774 13.9449 12.7137 12.9448 14.5375 12.6639 15.5988 20.3172 16.6169 16.5278 12.9342 17.8768 12.2866 14.7319 15.1539 12.489 10.742 10.0266 9.88827 9.3192 8.70777 7.87322 8.9968 10.7358 8.56623 7.71701
threshold=1521.8274410774413 571.08949369197455 646.19505395138685 0.67382632213019422 715.88995272350746 1039.9218240959678 755.41318601981891 824.24119560307042 8.5000000000000018 416.40651201042874 0.58708044393864067 0.42910588661168542 287.28815187277104 297.58403273185064 797.94408221559877 507.32919113377756 117.45479579787096 324.91673435009426 0.16293929668324994 -0.062096423293418482 0.75343584426848709 1.3927910683779954 377.2114695340502 812.87490530461821 0.16683816026649825 758.30000000000007 659.95000000000016 603.4000000000002 0.019332712603001307 553.02500000000009
decision_type=2 2 2 2 2 2 2 2 2 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 5 23 -3 -6 -8 25 14 11 12 -11 -13 22 -16 -12 18 19 -18 -19 -10 -1 -4 -20 26 27 29 -27 -9
right_child=-2 2 4 -5 6 -7 7 8 21 10 16 13 -14 -15 15 -17 17 20 24 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.00065403142049120665 0.032208548533881824 -0.0031938054484494946 0.012596420263466629 -0.1787339785974473 -0.066265044920146468 -0.10024503089487553 0.05405378629190799 0.004618592402764729 -0.10982265146005721 0.09083197001487979 -0.033362390928798252 -0.068361671852568792 -0.0084220481633737292 0.0078967453929147235 -0.10470719965440888 0.012907428418596587 0.031993265091799776 0.043293246066933799 -0.030148650528419585 0.11660941411073339 -0.01446362742945663 -0.017691715261726467 0.060107703479351828 0.10593145538121462 0.051303727328777318 -0.001388500953714053 -0.04206318835463857 0.04980583640979603 0.077034162128200911 -0.036196777257063086
leaf_weight=3333 43 57 23 20 32 20 39 175 21 31 27 60 37 54 28 24 26 62 21 53 67 27 27 20 35 30 56 40 26 63
leaf_count=3333 43 57 23 20 32 20 39 175 21 31 27 60 37 54 28 24 26 62 21 53 67 27 27 20 35 30 56 40 26 63
internal_value=0 -0.000305463 -0.00928171 -0.0593982 -0.000475008 -0.0284019 -0.00524666 -0.00115319 -0.00606887 0.00119404 0.0165283 -0.00643462 0.0368261 -0.0322393 -0.000931712 -0.0504235 0.0308899 0.0374612 0.0605528 0.0887611 0.0132955 -0.057999 -0.000165767 0.0560081 0.0207591 0.000322525 -0.00549535 0.00187083 0.035022 -0.00618548
internal_weight=0 4534 649 97 552 77 509 477 438 3885 473 182 68 114 3412 52 291 264 135 79 129 48 3360 43 56 390 334 278 56 238
internal_count=4577 4534 649 97 552 77 509 477 438 3885 473 182 68 114 3412 52 291 264 135 79 129 48 3360 43 56 390 334 278 56 238
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=31
num_cat=0
split_feature=13 17 13 3 17 15 4 28 19 22 8 13 18 22 18 22 19 22 4 14 13 18 20 20 9 22 4 5 4 5
split_gain=4.03673 10.2383 12.967 25.076 11.911 18.9345 10.2266 10.2159 11.809 9.07343 10.7516 9.05963 18.3442 24.6974 29.9021 24.1177 18.4878 17.2292 15.4117 12.4782 12.76 22.2975 15.8787 38.9263 12.4033 11.9693 15.8051 11.2526 24.5403 15.7793
threshold=197.98514350247288 1.4416997575548467 203.98637595772433 480.1721775172519 1.2137095784437266 1515.5999999999997 408.1741937212044 10.500000000000002 1.1324077295653445 0.14926310867379328 604.96137852245738 137.67676184035003 1.4325566782809294 0.17619455888596822 1.597198579331774 -0.11081513856236294 1.1144863232277531 -0.23793544557229321 184.11047895579546 0.45201851439320812 126.01152551935361 1.464216791974543 2.5256115851523608 3.0947063371613859 643.21399667980916 -0.17916581127425971 163.93686791503731 399.36698435285467 559.92133050776897 460.17416179930967
decision_type=2 2 2 2 2 2 2 2 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 2 3 -2 5 -4 -3 8 -7 10 -6 19 17 14 15 -14 -16 -13 -19 20 25 22 24 -24 -22 26 -1 -20 -29 -30
right_child=1 6 4 -5 9 7 -8 -9 -10 -11 -12 12 13 -15 16 -17 -18 18 27 -21 21 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.095027892348858028 -0.015801654912531379 -0.0044588501794799546 0.046842052153477524 -0.14391626603901386 -0.046513749856729902 -0.092473813203664934 0.058969216063045539 0.027901936545968054 -0.01178852378934001 -0.094744061589950621 0.036364457318964212 0.074694047936675501 -0.14646204646731562 0.054030113185153286 0.080212627464662428 -0.023447070171435675 -0.038954348961512252 -0.039008096018089702 0.033526196924641934 0.02347942217014223 0.003710676722645682 0.061149596686785428 -0.17483971118927003 -0.011232034613688787 -0.076869689157375923 0.00084983824357740326 -0.013255310228022819 -0.047965555769555711 -0.044130680686970611 0.030326543998081185
leaf_weight=26 50 73 73 22 49 26 39 35 60 21 23 49 34 34 23 30 30 52 253 191 72 24 26 33 26 2635 260 68 33 207
leaf_count=26 50 73 73 22 49 26 39 35 60 21 23 49 34 34 23 30 30 52 253 191 72 24 26 33 26 2635 260 68 33 207
internal_value=0 -0.00876846 -0.0170035 -0.0549478 -0.00748435 0.00662065 0.0176277 -0.0176451 -0.0361818 -0.0369077 -0.0200388 0.00100583 0.0104594 -0.0209923 -0.0427937 -0.0887988 0.0127596 0.0176334 0.0130723 -0.00132814 -0.00285562 -0.0286207 -0.0423435 -0.0833303 -0.0176678 -0.00125908 -0.0206892 0.0178997 0.00506372 0.0200887
internal_weight=0 471 359 72 287 194 112 121 86 93 72 4106 813 151 117 64 53 662 613 3293 3102 181 157 59 98 2921 286 561 308 240
internal_count=4577 471 359 72 287 194 112 121 86 93 72 4106 813 151 117 64 53 662 613 3293 3102 181 157 59 98 2921 286 561 308 240
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=31
num_cat=0
split_feature=26 12 10 4 12 12 12 12 29 12 29 26 10 18 7 17 29 23 24 14 17 10 29 12 4 16 26 29 12 6
split_gain=4.33162 17.6339 21.1417 25.2784 19.524 16.0238 12.6767 14.11 11.4511 10.4726 10.449 23.9341 23.4975 10.3638 23.8172 18.0787 26.9204 16.6248 16.4177 15.0807 10.8652 9.56196 10.6422 9.29884 16.8229 9.06005 8.16304 9.58271 9.51688 7.27137
threshold=7.5000000000000009 1088.6408450704228 214.67479603486393 381.30756062767483 1528.1807635821699 928.46365419144433 1644.093637020969 1787.5470131646928 95.000000000000014 4092.843320805614 125.00000000000001 11.500000000000002 159.17113417408555 1.354869605602105 252.68033317025558 1.7428730895025604 125.00000000000001 -0.19973776423164583 -0.04274134555752649 0.21795688071208857 1.6042910898474021 854.70824454591582 185.00000000000003 3534.7564728871525 255.02421345417039 194.12500000000003 14.500000000000002 200.00000000000003 2954.264524870277 440.37678904008459
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 3 5 10 -2 8 -8 -6 13 -3 -12 -13 14 23 16 -15 -18 -16 -17 25 -1 -23 24 -9 -20 29 28 -28 -27
right_child=1 4 -4 -5 6 -7 7 9 -10 -11 11 12 -14 15 18 19 17 -19 20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0010892742274559071 -0.012509038576330895 0.0067514486902703844 -0.10571439907782608 0.070153733968734741 -0.0081064547811235711 -0.12260254174470903 0.06709371374713051 0.0077600528119188376 -0.11253735912697656 0.029460642739778033 -0.023599730496821198 0.017680941559374334 0.15959894101002389 0.12162453854649231 -0.087106416764129946 0.013174073879740067 0.042984426504856836 -0.070177249014377593 -0.079298690271874278 -0.089745160394037765 -0.082927506662905215 -0.012109413040293889 0.0766487703844905 -0.02232868355654535 0.11531555125346551 -0.0078914735693323586 0.0045815572815222872 -0.033768380507826809 0.072430432067605952 -0.040215836572231822
leaf_weight=3377 39 75 36 25 21 20 27 33 21 74 23 20 28 29 38 35 37 20 21 24 25 22 35 21 26 162 72 40 29 122
leaf_count=3377 39 75 36 25 21 20 27 33 21 74 23 20 28 29 38 35 37 20 21 24 25 22 35 21 26 162 72 40 29 122
internal_value=0 -0.00533227 -0.0415982 -0.0141198 -0.0010782 -0.0498289 -0.00671489 -0.00401848 -0.0603219 -0.00639476 0.0327805 0.060276 0.100466 -0.0100096 -0.0159054 0.0139393 0.0431859 0.00327858 -0.0238775 -0.0286914 -0.0187762 0.00177483 0.0423912 0.0348173 0.0551574 -0.0151803 -0.0120121 0.00765688 0.0240629 -0.0217773
internal_weight=0 1143 120 84 1023 59 877 835 42 808 146 71 48 734 589 145 86 57 509 59 471 3434 57 80 59 446 425 141 101 284
internal_count=4577 1143 120 84 1023 59 877 835 42 808 146 71 48 734 589 145 86 57 509 59 471 3434 57 80 59 446 425 141 101 284
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=31
num_cat=0
split_feature=0 13 11 12 3 0 11 13 22 13 28 13 21 17 17 21 28 11 12 9 12 0 21 13 4 12 14 11 28 28
split_gain=3.82907 8.4781 18.9435 14.7057 12.3213 9.57367 7.42142 5.96411 39.3345 19.3469 12.2347 18.1777 19.1723 26.1558 23.2275 12.2159 12.768 10.2787 11.7563 18.1464 9.73545 23.1369 9.31507 28.6391 19.2946 14.5751 13.2175 16.2376 18.384 13.0482
threshold=110.56650086505191 91.462516631947167 144.58120023151483 815.48165828599542 418.81273532897791 74.620535714285737 20.088367454825072 99.98113558461786 0.39555220148192882 98.79255204830153 1.5000000000000002 74.771512681159436 1.0774555552129559 0.96362668739371027 1.178225420357341 0.17157672925183579 9.5000000000000018 706.9050632911393 2460.2902374670189 797.40181953343483 1562.69872397071 356.65394524959748 0.56910233507211438 83.147184744755705 773.18628641549128 2665.0452742894918 0.00044882508868448101 166.59542499398029 25.500000000000004 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -3 9 15 10 11 12 13 -2 -15 16 -9 22 19 -19 -13 -22 26 24 25 -24 -12 29 -29 -28
right_child=7 3 -4 -5 -6 -7 -8 8 -10 -11 17 20 -14 14 -16 -17 -18 18 -20 -21 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.001291191458909048 -0.025296319502851241 -0.027103774358984086 0.086282468214631092 -0.08485463992375035 -0.060340079005159766 0.060749633571034994 0.058012142569004069 0.0085454493083737103 0.11480149888703901 -0.081633934150886489 -0.0065664537274278713 0.018999472627059578 0.021273729921533511 -0.21206594366580248 -0.059660175552126021 0.0024929806593582495 -0.094082693224427874 -0.034806920994176635 -0.076928836277553023 0.064081467241048823 0.042076216762264571 -0.086163235576275532 -0.021229518762025109 0.023566074940259127 0.064839787924148393 0.058106095995754004 0.027461516659420274 0.01633378891995357 -0.08258548066020012 0.099502622620089021
leaf_weight=72 46 20 38 22 23 38 21 22 31 32 280 94 26 20 20 2144 27 72 35 25 24 34 659 263 29 24 65 310 20 41
leaf_count=72 46 20 38 22 23 38 21 22 31 32 280 94 26 20 20 2144 27 72 35 25 24 34 659 263 29 24 65 310 20 41
internal_value=0 0.0124607 0.0240142 -0.0188988 0.0062233 0.0201411 0.0164922 -0.000671382 0.00294585 -0.00446785 -0.00328466 -0.0234046 -0.0539735 -0.0767227 -0.135863 0.00136467 -0.0480048 -0.000370972 -0.0272467 -0.00932022 -0.000880068 -0.0330986 0.00172696 -0.00463331 -0.0150497 -0.0184417 0.0103879 0.0212761 0.0103387 0.0553265
internal_weight=0 234 171 63 133 110 41 4343 2224 2119 2087 264 112 86 40 2193 49 1823 132 97 152 58 1691 975 712 683 716 436 330 106
internal_count=4577 234 171 63 133 110 41 4343 2224 2119 2087 264 112 86 40 2193 49 1823 132 97 152 58 1691 975 712 683 716 436 330 106
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=31
num_cat=0
split_feature=26 26 18 9 11 14 11 27 28 25 19 9 23 18 21 10 24 15 2 12 27 11 5 19 9 13 9 15 11 5
split_gain=3.86006 14.809 15.7969 13.7668 9.63924 20.2797 16.0239 13.7167 16.6763 10.311 8.90095 34.4227 15.1116 10.5649 13.0995 10.1152 15.2933 15.3468 16.2237 15.2748 10.1218 9.43407 12.3885 9.33936 8.51548 8.14655 11.8469 14.1929 13.475 22.1755
threshold=7.5000000000000009 8.5000000000000018 1.415916988621996 165.13917120387177 616.85089573268931 0.0030558194091857122 669.96879998222869 7.5000000000000009 10.500000000000002 -0.0088173839418698736 0.79636826013948325 193.65789427533596 -0.25259753615015335 1.0678220244091181 0.94900449441910617 131.77023897252346 0.72180450345466352 1422.3999999999999 799.44526958858535 2256.6612152898783 8.5000000000000018 440.97870605112183 410.34119597369255 0.97429667385017071 331.53627075903762 82.924818034558442 155.43861452753865 881.92500000000007 335.07650774872997 274.05913611084935
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -6 -7 8 9 -8 11 12 -3 -14 -15 25 17 19 -19 20 23 22 -21 -17 -25 -12 27 -27 29 -28
right_child=1 4 -4 -5 5 6 7 -9 -10 -11 15 -13 13 14 -16 16 -18 18 -20 21 -22 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=0.0016754428035879035 0.031784269195050001 -0.067994369631228235 -0.097856882077952234 -0.037156358098699931 -0.09052368772133966 -0.085993788172934391 -0.087250053215151044 0.073103381664707118 0.056093357593334961 -0.0075100332498550422 -0.05086684927809984 -0.14013756360393018 0.086919890455901636 -0.048479294445779586 0.046100023105827864 0.13312749387861178 0.081468994041757767 -0.071965295448899277 0.013783462809627518 0.013441153473563887 -0.001902045256325177 0.041856833939489566 -0.079545210496239041 0.10080464014952834 0.018299815058708192 -0.0013189702125435527 0.0015861071572855932 0.059474470217364954 0.056316137760877606 -0.087664229836728835
leaf_weight=3434 40 23 30 105 34 21 24 26 29 50 32 20 20 27 32 21 38 36 57 38 21 38 23 22 29 110 73 59 20 45
leaf_count=3434 40 23 30 105 34 21 24 26 29 50 32 20 20 27 32 21 38 36 57 38 21 38 23 22 29 110 73 59 20 45
internal_value=0 -0.00503366 -0.0318043 -0.0181383 -0.000193923 -0.0207923 -0.00498651 0.00820072 -0.00818248 -0.0333717 0.00464039 -0.02018 0.00334105 0.0241096 0.00281796 0.00921455 0.0218782 0.0139327 -0.0194096 0.0300829 0.0591842 0.00274529 -0.0216193 0.077001 0.0538901 -0.00285137 0.0021535 0.0199048 -0.0195854 -0.03245
internal_weight=0 1143 175 145 968 184 150 129 103 74 784 122 102 79 59 662 323 285 93 192 93 99 61 72 51 339 307 169 138 118
internal_count=4577 1143 175 145 968 184 150 129 103 74 784 122 102 79 59 662 323 285 93 192 93 99 61 72 51 339 307 169 138 118
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=31
num_cat=0
split_feature=23 23 25 25 24 18 18 11 21 8 8 18 18 16 23 18 10 28 16 18 8 4 2 27 21 4 2 28 21 24
split_gain=3.79722 11.8255 7.89668 12.6585 13.9778 11.1076 10.9895 6.83535 5.15022 5.6313 6.18749 5.66806 5.47613 15.4601 16.2856 10.6917 13.8589 12.0585 10.1062 7.40126 20.6912 7.65278 12.4654 13.6759 11.7873 12.4622 11.1937 10.3747 13.2672 13.6764
threshold=-0.36294855023412959 -0.34728603639688621 -0.092669894003526085 -0.048444928326094185 0.033664519261273333 1.5875721512285186 1.5499009906144723 119.95362760657241 1.3879157643785927 338.84363015793798 135.82026199670369 1.8831088174099839 1.7569273295057244 121.12500000000001 -0.04486193919998218 1.6362107361656737 229.93154527633325 22.500000000000004 315.02500000000003 1.6010051573674799 1202.2111111111114 162.4014336917563 200.28249369956458 11.500000000000002 0.85857652908492677 153.96915372769831 333.24990376165385 5.5000000000000009 0.47005471438572027 0.14410848255241462
decision_type=2 2 2 2 2 2 2 2 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 6 5 -5 -4 -1 12 10 -10 -12 15 -14 18 19 17 -17 -15 21 -21 24 -23 26 25 27 -24 28 -3 -30
right_child=1 8 3 4 -6 -7 -8 -9 9 -11 11 -13 13 14 -16 16 -18 -19 -20 20 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.052616320537137135 -0.057666185870766641 0.0094494668291691623 0.12152158714830877 -0.081474982574582105 0.071281858747825028 0.0097164342234678132 0.030348250417946244 0.023926949724555016 0.048040207780220293 0.053182916114157125 0.023008880577981474 -0.048414203099906447 0.023325426483319867 0.025297039777040481 -0.1207206527500049 0.03051046981022526 0.09361632704161682 -0.051883558119120814 -0.06880392137737501 0.012686382866267002 -0.11251406726342711 -0.066874347020078592 0.02091211264414311 0.063532141532216757 -0.078704039945646564 -0.076919170588254926 -0.00082618186101910849 0.013302030990260744 -0.022525443218182773 -0.12793929856270553
leaf_weight=28 36 49 20 22 20 34 39 20 22 37 20 25 45 25 23 78 26 23 21 33 22 27 255 35 27 25 3333 155 32 20
leaf_count=28 36 49 20 22 20 34 39 20 22 37 20 25 45 25 23 78 26 23 21 33 22 27 255 35 27 25 3333 155 32 20
internal_value=0 -0.000587811 0.0141139 0.0265004 -0.000479654 -0.0261088 0.0612545 -0.0207233 -0.000116305 0.02187 0.00457772 -0.0166706 -0.000653816 -0.0222753 -0.0520149 -5.84413e-05 0.028508 0.0117475 -0.0176621 -0.000962489 -0.0373938 -0.000456242 0.00082108 0.00132557 -0.0155933 -0.00952933 0.000718764 -0.00294829 -0.0278869 -0.0630692
internal_weight=0 4394 183 135 76 56 59 48 4358 104 67 45 4254 114 69 4140 127 101 46 4013 55 3958 3650 3623 308 281 3588 256 101 52
internal_count=4577 4394 183 135 76 56 59 48 4358 104 67 45 4254 114 69 4140 127 101 46 4013 55 3958 3650 3623 308 281 3588 256 101 52
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=31
num_cat=0
split_feature=13 16 10 22 7 24 23 13 13 22 17 0 1 22 1 0 10 13 22 16 1 3 7 12 3 7 24 17 22 10
split_gain=3.58449 8.32682 11.9668 9.77188 30.5663 11.3056 11.204 7.14177 6.51232 7.40408 9.6117 12.1967 9.60927 7.14038 9.23886 7.10577 6.02254 5.3297 17.0595 13.1771 18.2786 11.1718 23.0926 12.0146 13.4178 14.5077 19.0958 11.9488 16.1541 12.0608
threshold=197.98514350247288 638.32500000000016 302.1772096692228 0.18998566331508585 1038.1759655339395 0.73502214219851225 0.40107326505359026 196.39223710539503 261.73002743567298 1.0000000180025095e-35 1.3592456723753292 647.96626984126999 421.41441480807083 0.084727541102015372 456.42531393040616 436.08124446804749 144.45915548539861 110.34126232298257 0.37219636475160373 170.50000000000003 559.84326607964397 268.17391347955032 200.21711273347208 1406.2889932510168 252.73922190771444 200.21711273347208 -0.012858408226778072 1.7158782475898182 -0.04355188082598075 107.02022809154501
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 -3 8 -5 6 -6 17 9 10 11 15 -12 -11 -15 -2 -10 -1 19 20 -19 23 -23 -21 25 26 -25 29 -29 -24
right_child=1 2 -4 4 5 -7 -8 -9 16 13 12 -13 -14 14 -16 -17 -18 18 -20 21 -22 22 27 24 -26 -27 -28 28 -30 -31
leaf_value=-0.002055691072373779 -0.034115719777054902 -0.0083540227045031164 0.087657021429567106 -0.15095668096095324 0.012621862378243046 0.04303316747490317 -0.079045996877054381 0.054233031600713737 0.070642077550292018 0.040201973802918067 -0.024593474111918895 0.020406243852947072 0.059747224478897722 -0.056422106011046302 0.021433355962591515 -0.095000352572080574 0.0014857144259354648 -0.010335196263823981 0.084242163929674374 0.094483672232868576 -0.1130257978104055 -0.077331153292428054 0.039534950337117229 0.00017479929517497098 0.095260516554117214 -0.050437676714500418 0.11374426630325617 -0.086082991032350453 0.029190983548760416 0.0049084489159062347
leaf_weight=2635 41 34 21 20 24 25 30 25 20 44 35 23 22 27 35 36 34 130 27 26 20 34 113 57 20 32 20 31 20 916
leaf_count=2635 41 34 21 20 24 25 30 25 20 44 35 23 22 27 35 36 34 130 27 26 20 34 113 57 20 32 20 31 20 916
internal_value=0 -0.0082627 0.0283047 -0.0130973 -0.0405228 -0.0125649 -0.0383047 0.000947816 -0.00453228 -0.011027 -0.0248137 -0.0434941 0.00795908 0.00939299 -0.0124714 -0.0625813 0.0270992 0.000621393 0.00549976 0.00400149 -0.0240273 0.00731458 0.0038147 0.0324686 0.0199694 0.00615453 0.0296734 0.00636929 -0.0408775 0.00871097
internal_weight=0 471 55 416 99 79 54 4106 317 263 157 100 57 106 62 77 54 4081 1446 1419 150 1269 1114 155 129 109 77 1080 51 1029
internal_count=4577 471 55 416 99 79 54 4106 317 263 157 100 57 106 62 77 54 4081 1446 1419 150 1269 1114 155 129 109 77 1080 51 1029
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=31
num_cat=0
split_feature=4 11 4 10 8 17 13 12 13 8 17 1 4 11 4 20 20 20 0 1 12 10 0 15 0 0 20 10 1 1
split_gain=3.3468 4.48722 20.2393 18.9945 16.5381 14.3898 15.118 15.3172 13.8167 14.2999 13.2529 17.762 11.2907 9.91556 10.7094 14.6498 10.0691 12.3928 11.3421 23.1002 11.7244 11.3833 11.3136 10.6684 8.33158 9.06593 8.01464 7.69421 7.65626 11.2738
threshold=1521.8274410774413 571.08949369197455 646.19505395138685 357.59524762000018 2291.6105442176872 1.0388255753868585 75.841363679255167 2475.5701293507568 137.67676184035003 1105.8066022544288 0.99725728511266987 1067.1714150219334 1303.4177540786625 416.40651201042874 797.94408221559877 2.1586487594347354 1.9058937903141571 1.3956757707873753 489.77966101694921 632.17581571976109 1457.2384360329859 251.1724601331629 507.15130462325493 813.02500000000009 839.23495484400667 613.23142857142864 1.5618373927387295 382.73956551488203 1032.0775089168112 873.26896764974776
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -5 10 -7 28 9 -9 12 -12 24 14 27 -16 17 -15 19 20 -18 -22 -20 -19 25 -4 -25 -1 29 -8
right_child=-2 2 5 4 -6 6 7 8 -10 -11 11 -13 -14 16 15 -17 18 23 22 -21 21 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.00057589324688552175 0.027767145252505017 -0.1369149871915579 0.03320331446271628 0.0036518281501419143 -0.096404548951735114 -0.055915088758424485 0.052983487944728062 -0.10051902960176054 0.025189698727703408 0.0058972406068018507 -0.017780482270007517 -0.10481648572692366 -0.06281250206672627 -0.024892851158424659 0.0013761561492393758 -0.10549352117206739 0.035930769705715092 -0.0052458336318118711 0.089815300228920855 -0.082338226959109306 0.02193167460500263 -0.068470929910739262 0.0128554798251596 0.11593316722040375 0.062660314804977843 -0.025665363801990526 0.048843852828418757 0.055108536422252656 0.098099107768697055 -0.02634812771626141
leaf_weight=3335 43 20 47 53 24 27 81 23 76 28 81 33 23 27 29 23 65 27 22 38 26 30 145 24 27 59 69 25 24 23
leaf_count=3335 43 20 47 53 24 27 81 23 76 28 81 33 23 27 29 23 65 27 22 38 26 30 145 24 27 59 69 25 24 23
internal_value=0 -0.000263341 -0.00796033 -0.0500872 -0.0275346 -0.000557598 0.0152409 0.022775 -0.0018299 -0.0420944 -0.0170582 -0.0429751 0.00188103 0.00102246 -0.000858538 -0.0458931 0.0145911 0.0363189 0.00479363 -0.0143224 0.00703798 -0.0264983 0.0229939 0.0500915 0.0130686 0.000436786 0.0661572 -0.000161575 0.0471878 0.035439
internal_weight=0 4534 649 97 77 552 282 255 127 51 270 114 156 3885 3412 52 473 147 326 159 121 56 167 120 133 106 93 3360 128 104
internal_count=4577 4534 649 97 77 552 282 255 127 51 270 114 156 3885 3412 52 473 147 326 159 121 56 167 120 133 106 93 3360 128 104
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=31
num_cat=0
split_feature=22 28 0 19 24 0 23 23 28 26 1 2 19 23 9 0 23 24 29 0 28 25 24 28 2 3 15 0 19 23
split_gain=3.29468 10.7755 10.3394 23.6049 12.0549 11.9259 9.20611 9.03341 12.4323 9.49685 16.1978 8.92669 8.86199 8.89659 10.708 8.70539 15.2914 20.8256 20.5423 14.956 33.1244 13.7334 12.4396 10.8982 11.2415 21.2752 17.1579 11.1702 10.8362 10.3463
threshold=-0.054609562550765975 27.500000000000004 163.24342105263159 1.1837542514177131 0.22115691447162811 212.20709564350977 -0.24777250368679235 -0.098607229230751783 4.5000000000000009 39.500000000000007 676.49046129507803 247.15686474554909 1.1712854375741226 -0.13009162505937077 181.71085693967055 281.78102150537637 -0.27787719285297102 -0.0034375734123608336 200.00000000000003 302.08495520159289 2.5000000000000004 0.10434920895047876 -0.039879426136645947 5.5000000000000009 874.1848045165267 631.65599965127524 1019.375 647.96626984126999 0.88017956029977107 -0.31528395059875031
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -5 8 -2 -9 -11 -1 13 14 -10 16 -7 28 -19 20 -17 23 -22 -21 25 26 29 -26 -18 -25
right_child=7 -3 4 6 -6 15 -8 9 12 10 -12 -13 -14 -15 -16 19 17 18 -20 21 22 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=0.032067028126092974 0.051237549457479929 0.052876914432272319 -0.044091659105782 0.014010296820913657 -0.084517597442581541 0.050296179741646532 -0.0465018155916435 0.00098389077335897285 -0.072723763899001134 -0.11244883872568608 0.0072543516898384468 0.11416164499062759 0.056771474558374162 0.027658858230071411 0.012528202440947867 -0.16131701301783324 -0.094101836966971553 -0.026296901917085055 0.091732731146802166 0.0070037432453062256 -0.075203988701105118 0.071558692662612264 0.01486700086085045 -0.058219769597053529 -0.11670496618555098 0.067628645499547321 -0.0967563712865942 -0.013445919726509601 -0.0004421775184926533 -0.0038713021285531786
leaf_weight=27 85 32 84 65 21 73 41 3087 34 20 26 26 23 35 26 20 30 30 29 298 23 23 46 42 22 30 27 20 21 211
leaf_count=27 85 32 84 65 21 73 41 3087 34 20 26 26 23 35 26 20 30 30 29 298 23 23 46 42 22 30 27 20 21 211
internal_value=0 -0.00439889 -0.00591488 0.0178497 -0.00951352 -0.00798282 -0.00939533 0.0016364 0.0220794 0.000311812 -0.0447905 0.0723399 0.00107567 -0.0124086 -0.0357812 -0.00477315 0.0148121 -0.00873635 0.0317177 -0.00947671 -0.0480017 -0.00438202 -0.0151567 -0.00706915 -0.0189831 -0.0124053 -0.0209803 -0.067534 -0.0555361 -0.0128936
internal_weight=0 1241 1209 159 1050 1029 106 3336 203 3133 46 53 118 95 60 945 183 110 59 762 89 673 69 650 352 310 280 42 51 253
internal_count=4577 1241 1209 159 1050 1029 106 3336 203 3133 46 53 118 95 60 945 183 110 59 762 89 673 69 650 352 310 280 42 51 253
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=31
num_cat=0
split_feature=14 25 4 4 20 10 10 20 25 11 25 14 7 12 3 24 20 24 12 20 20 20 14 26 12 18 26 20 22 25
split_gain=3.34424 11.2891 18.405 20.1137 13.505 12.19 23.2733 24.6011 10.0091 9.57664 14.7755 11.8827 8.96816 17.9904 16.1243 15.1441 16.9746 14.3837 10.3485 9.87023 8.61162 8.60936 8.31096 11.0256 23.3903 13.0528 12.8456 12.9707 11.893 19.7701
threshold=0.00031009786424980465 0.58185348577215346 397.00624628197505 508.06882617030072 2.5256115851523608 235.59067465831893 211.07813560966147 2.1760210381488085 0.73171629782000946 625.62989770030526 0.5361054872498171 0.00021468313678832632 1711.660214604103 1982.4814073686882 828.13699432715555 0.86025290880076433 2.1245012969152772 0.77066516695858434 1134.9045752034658 2.5648175979829761 2.474548737017527 2.5063208739816951 0.049280190362879249 6.5000000000000009 697.28315598875122 1.4461201277874316 4.5000000000000009 3.7902538492369029 -0.050561076806809525 -0.0016680240863613898
decision_type=2 2 2 2 2 2 2 2 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 22 5 4 -4 6 7 -3 -7 10 -1 12 14 15 -12 17 -17 -14 21 -15 -5 -19 23 26 -25 -26 28 -28 29 -2
right_child=1 2 3 20 -6 8 -8 -9 -10 -11 11 -13 13 19 -16 16 -18 18 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.069260690712298331 -0.00685931400662022 -0.098419372415678066 0.038417601379854928 0.046665056058554914 0.13195527439485447 0.014720659561987435 -0.099139310994549937 0.010401049399050578 0.10079821213677696 -0.073178509409938544 -0.0077869880146213951 -0.038235893324017528 -0.0042416037406240196 -0.0051634221093454329 -0.10769541235640645 -0.079168422892689716 0.019852735933548374 0.089023582115769384 0.11151082159296886 -0.063528332060300993 -0.025109532651092326 0.00099846279621124286 0.0027265337494944029 -0.12469828423290026 -0.02212670497368284 0.0459095822466958 0.010789070118933101 0.091337470371614812 -0.0047600202005121843 -0.12959059916791463
leaf_weight=26 35 22 29 32 33 35 23 373 22 21 84 105 35 122 20 23 70 20 37 38 35 25 2067 21 312 31 219 22 619 21
leaf_count=26 35 22 29 32 33 35 23 373 22 21 84 105 35 122 20 23 70 20 37 38 35 25 2067 21 312 31 219 22 619 21
internal_value=0 0.00107595 0.013659 0.0471557 0.0882038 0.00456199 -0.00135368 0.00434017 0.0479436 -0.00679085 -0.00448649 -0.00779811 -0.00105556 0.00623698 -0.0270001 0.0254843 -0.00463637 0.0494263 0.0723333 -0.0190251 0.00917087 0.0401207 -0.00119479 -0.00752711 -0.02225 -0.0159777 -0.00167653 0.018142 -0.00875249 -0.0528835
internal_weight=0 3951 604 129 62 475 418 395 57 626 605 579 474 370 104 210 93 117 82 160 67 45 3347 1280 364 343 916 241 675 56
internal_count=4577 3951 604 129 62 475 418 395 57 626 605 579 474 370 104 210 93 117 82 160 67 45 3347 1280 364 343 916 241 675 56
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=31
num_cat=0
split_feature=13 26 16 24 12 17 26 29 24 22 8 18 24 20 13 18 13 18 16 18 3 12 20 13 4 4 26 12 13 13
split_gain=3.14851 7.93156 11.3394 11.171 9.60118 12.6415 9.2386 8.4557 8.32014 7.73399 9.94078 7.51484 6.40188 11.6254 6.37597 4.76213 4.30117 14.0424 19.5555 15.8991 11.2996 12.3912 13.344 11.0145 9.8346 10.5723 9.6719 20.4504 35.2261 21.986
threshold=197.98514350247288 3.5000000000000004 638.32500000000016 -0.032377578597002729 3534.7564728871525 1.3592456723753292 8.5000000000000018 85.000000000000014 0.75541852828819478 0.17028505463352442 604.96137852245738 1.2433743888746547 -0.033646629747552656 2.052047673105116 196.39223710539503 1.4897249185788233 137.67676184035003 1.4858397111273338 454.40000000000003 1.5650654026270625 147.78462789643137 1528.1807635821699 2.2275056983659183 163.10378411910673 333.73451594959982 268.02588652482274 6.5000000000000009 1035.9622376311847 98.79255204830153 71.926511870015446
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 3 4 -2 5 6 11 -6 -5 10 -8 -3 -9 -14 16 -7 26 20 24 -20 -18 22 23 -22 25 -19 -1 28 -28 -29
right_child=1 2 -4 8 7 15 9 12 -10 -11 -12 -13 13 -15 -16 -17 17 18 19 -21 21 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.0019832120631837506 -0.082042201354714309 -0.012321659745205016 0.058916900258871821 -0.00075364384527067444 -0.077389616605180955 0.081757202296069378 -0.059844063731598784 0.037253238800913101 -0.063999713624182802 -0.080888086147606383 0.024786311857668417 0.071310482288456781 -0.076378216009054867 0.0080777851434854359 0.051235705867409713 0.017376930117607117 -0.042618086263537414 0.022566750402060839 -0.13759448866952548 -0.017370867712253876 0.12740894979969772 0.0089722484710258819 0.016842928922010791 0.033236888407365134 0.059486368057938915 -0.074141051098704336 -0.011868104440864266 -0.068942381798600169 -0.12834079130307627 0.0013871676675950529
leaf_weight=2524 29 21 31 104 26 27 23 20 26 20 35 22 28 39 25 20 35 26 22 22 27 517 72 23 24 20 82 48 38 601
leaf_count=2524 29 21 31 104 26 27 23 20 26 20 35 22 28 39 25 20 35 26 22 22 27 517 72 23 24 20 82 48 38 601
internal_value=0 -0.00774392 0.00151989 -0.025922 -0.00481216 0.0103476 -0.00674858 -0.0273506 -0.0134029 -0.0272648 -0.00877401 0.0304669 -0.0123965 -0.0272173 0.000888307 0.0543613 0.000579881 0.00721643 -0.0252425 -0.0774827 0.0127065 0.0157368 0.0444031 0.0840898 0.0075941 -0.0194801 -0.00100822 -0.0108266 -0.0487511 -0.0038144
internal_weight=0 471 312 159 281 168 121 113 130 78 58 43 87 67 4106 47 4081 788 114 44 674 639 122 50 70 46 3293 769 120 649
internal_count=4577 471 312 159 281 168 121 113 130 78 58 43 87 67 4106 47 4081 788 114 44 674 639 122 50 70 46 3293 769 120 649
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=31
num_cat=0
split_feature=11 10 20 6 3 9 4 4 20 5 10 20 2 4 9 20 25 9 25 20 27 21 21 7 16 16 21 26 26 3
split_gain=3.41516 14.9703 23.6303 12.2703 16.624 15.1438 17.7963 11.6119 14.0073 11.525 11.2838 11.2473 17.0211 11.5868 11.0269 9.4764 9.46309 10.9763 8.67 8.54406 10.7493 9.34203 8.41508 18.7565 7.99339 15.6679 18.758 9.98551 7.84753 12.7464
threshold=175.10722558802567 70.091462729724213 1.8558436333153401 175.33642690113183 259.05142249130375 285.59528559323735 215.43199635369191 387.69588527293769 2.8252210457129929 215.29267068988176 192.80916331732186 2.0282219877429859 412.0984345446488 227.59800850734729 202.10212165808196 3.0947063371613859 -0.11180836696981866 155.43861452753865 0.85949804152287068 1.6574739403085679 8.5000000000000018 0.45444118120643545 0.80496501425448286 254.97142425998683 342.50000000000006 174.50000000000003 0.66488374392452221 1.5000000000000002 2.5000000000000004 489.63739158575828
decision_type=2 2 2 2 2 2 2 2 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 -5 10 -7 8 18 11 -1 12 13 -3 -10 -16 -11 28 19 -6 21 -21 24 -24 25 -13 27 -27 29 -18
right_child=1 9 -4 4 7 6 -8 -9 14 16 -12 22 -14 -15 15 -17 17 -19 -20 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0012702974127709553 -0.0027790582206632412 -0.078479601566990229 -0.11666891617250855 0.067549062174345767 -0.069514012585083648 -0.0080763787794858218 -0.10549988438685737 0.03959174963573997 0.10056515921923248 -0.053271188058199428 0.062219599069192492 0.002645917665619198 -0.12170165291298991 0.0075591615923783842 0.066768120442117967 -0.021437858173559452 -0.043310961824579115 0.00023728538954745435 0.049001156486570836 -0.060374896330758931 0.035559651436051352 -0.006662343151538689 -0.032718309553262465 0.075765601853730491 0.025214182604104282 -0.0016879882104694844 -0.12923636256406706 -0.078092734974164232 0.033719959571491924 0.046071408880460601
leaf_weight=806 49 24 29 56 24 50 30 104 22 31 29 109 23 45 21 29 39 2368 25 40 48 170 30 34 40 50 24 26 175 27
leaf_count=806 49 24 29 56 24 50 30 104 22 31 29 109 23 45 21 29 39 2368 25 40 48 170 30 34 40 50 24 26 175 27
internal_value=0 -0.00186385 -0.0451227 0.00400331 0.0159724 -0.00304733 -0.0446102 0.00999248 0.00187026 -0.000755743 0.000934741 -0.016463 -0.0472009 -0.0223674 0.0415676 0.0156087 0.00165389 0.00230651 -0.00743986 -0.0124435 -0.00713462 -0.0168933 -0.00742821 0.0249138 -0.015741 -0.0235793 -0.0521648 -0.0278265 0.0226381 -0.00674545
internal_weight=0 3123 78 1454 539 915 80 483 379 3045 835 405 92 69 72 50 2640 2609 307 282 258 210 313 64 249 209 100 76 241 66
internal_count=4577 3123 78 1454 539 915 80 483 379 3045 835 405 92 69 72 50 2640 2609 307 282 258 210 313 64 249 209 100 76 241 66
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=31
num_cat=0
split_feature=29 13 0 16 18 9 8 18 13 0 0 16 16 20 7 0 13 4 9 9 27 0 16 24 16 24 28 8 28 13
split_gain=3.06542 15.4024 9.37878 14.8325 19.3119 8.38226 8.03896 7.67219 8.93256 6.80933 19.7718 14.0605 13.8301 11.535 8.07074 11.5849 9.44927 18.626 9.86464 18.5538 11.3644 8.39762 7.57472 7.52546 6.93703 17.6705 12.0088 21.5514 24.0016 12.6448
threshold=85.000000000000014 58.956406245012595 839.23495484400667 513.17500000000007 1.1720593976786995 616.43601674641161 2581.7492668621703 1.8831088174099839 77.999234393404024 792.70065789473699 751.10514150943402 469.50000000000006 503.90000000000003 2.4166757964771537 2452.2281761627096 716.93734729493906 64.176128934454553 337.85021308905192 199.31969331495523 248.82260751059968 3.5000000000000004 266.63979142647526 362.62500000000006 0.090351047935582254 586.77500000000009 -0.036308424023934756 20.500000000000004 1280.7529459569284 5.5000000000000009 122.14244969478808
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -5 -4 -6 -3 -9 10 14 -12 22 -14 15 16 17 18 23 20 -20 -19 -11 -2 -18 -26 27 28 29 -27
right_child=9 2 3 4 6 -7 -8 8 -10 12 11 -13 13 -15 -16 -17 24 21 19 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.075633587144668502 0.0041694645418061151 0.001277694952770975 -0.03356835806653613 0.044154522177718938 -0.0019698767364025116 -0.12402651962824165 -0.086298935380406117 0.0019604127935093385 -0.088246685718851428 0.015499898425207057 -0.11940030875899221 -0.0130007511763661 -0.0043204919243203339 0.063186739301630143 -0.038223594337701804 0.059480811626251254 0.0015909086630282556 0.022913134349689175 -0.014729566736654801 0.026815727273771153 -0.11637248129329898 0.09666781981328601 0.08194897055093732 0.069494124835935131 0.018788592838880389 -0.085848687728866946 0.028308922648429869 -0.004177404730580747 -0.14217402976937593 0.02660059344023466
leaf_weight=29 45 1487 21 42 20 20 26 23 21 29 23 27 199 29 50 35 1970 26 22 43 22 38 42 29 94 20 25 64 36 20
leaf_count=29 45 1487 21 42 20 20 26 23 21 29 23 27 199 29 50 35 1970 26 22 43 22 38 42 29 94 20 25 64 36 20
internal_value=0 -0.00338406 -0.00212187 -0.0280166 -0.00487136 -0.0776943 -0.0496341 5.99879e-05 -0.041093 0.00197911 0.000328964 -0.0619445 0.0162675 0.00426595 0.0015553 0.0023544 0.00153964 0.0210707 0.00293035 -0.0198985 -0.065551 0.066705 0.0548078 0.0297697 -0.000431871 -0.0158175 -0.0355325 -0.0469327 -0.0829372 -0.029624
internal_weight=0 1689 1660 129 88 41 46 1531 44 2888 2589 50 299 228 2539 2489 2454 225 161 87 44 64 71 74 2229 259 165 140 76 40
internal_count=4577 1689 1660 129 88 41 46 1531 44 2888 2589 50 299 228 2539 2489 2454 225 161 87 44 64 71 74 2229 259 165 140 76 40
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=31
num_cat=0
split_feature=19 19 18 7 5 0 0 19 8 17 23 22 27 10 27 23 10 13 13 23 19 16 22 16 27 10 5 16 11 13
split_gain=3.28173 6.43757 12.5481 6.31429 4.90894 4.43061 7.14864 10.1815 6.31666 13.2575 6.11148 6.97817 5.93865 7.43467 5.37227 15.3625 10.4899 8.00512 6.18925 20.9122 30.6092 9.91802 11.0853 6.09815 5.87419 10.6401 18.5411 9.05696 17.807 7.61506
threshold=2.2243398023378238 1.9198553034328163 1.6362107361656737 786.58012959217615 130.42641184353639 98.069098992066856 113.20285229271406 1.3047615573561819 1531.1966607565016 1.1419034589915118 -0.11077133212312204 -0.17348643656035426 11.500000000000002 123.20486111111113 9.5000000000000018 0.67791285408233992 139.74758157912666 59.993260548266797 63.506371441919015 0.72731492538747988 0.85323857663060176 469.50000000000006 0.11147976897538164 196.80000000000004 6.5000000000000009 685.01207000858233 1117.8180840182652 752.60000000000014 448.52748510071171 64.37648956249825
decision_type=2 2 2 2 2 2 2 2 2 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 8 7 -7 9 -1 11 -11 14 -14 18 17 23 -16 19 20 -8 22 -22 -17 27 29 -27 -20 -29 -26
right_child=4 2 3 -5 -6 6 12 -9 -10 10 -12 -13 13 -15 15 16 -18 -19 24 -21 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.079280245827291818 -0.0010176502434270723 -0.083876230743610197 -0.02873597723664716 0.040858178179372442 0.063848875025287272 -0.086415931922586064 -0.10824902349462112 0.0098912738574047886 -0.032106838917190378 0.00047841814199560574 -0.028261814418488719 0.073454055227339263 -0.0035862889479507105 0.079598530169044224 0.033293122470378876 -0.043156218257817354 0.065838868087647773 -0.025611698855941861 -0.0013180039330841866 -0.10962956984612077 -0.039966049304025045 0.084784526801244778 0.051517459062429577 0.030486553567259208 0.055942768747768094 -0.087986426687601843 0.0082113051275704424 -0.11007104898276537 0.00035509908571839332 0.0059730101280342264
leaf_weight=34 28 27 32 22 20 23 21 21 22 38 33 20 22 21 25 22 38 299 1631 22 27 22 26 23 31 33 51 23 40 1880
leaf_count=34 28 27 32 22 20 23 21 21 22 38 33 20 22 21 25 22 38 299 1631 22 27 22 26 23 31 33 51 23 40 1880
internal_value=0 -0.000275664 -0.0282139 -0.000382803 0.0260101 0.000233104 -0.000350373 -0.0404511 0.0173048 0.0260012 0.00609474 0.0256424 6.41054e-05 0.0370389 -0.000313188 -0.0112333 0.0271522 -0.0210666 0.000854259 -0.0216903 -0.00153749 0.0283417 0.00491265 -0.00551658 0.00157539 0.00525249 -0.0295807 -0.00275507 -0.0399592 0.00678361
internal_weight=0 4529 81 54 48 4448 4301 44 147 125 91 58 4257 43 4214 407 83 324 3807 118 96 75 53 45 3689 1995 84 1694 63 1911
internal_count=4577 4529 81 54 48 4448 4301 44 147 125 91 58 4257 43 4214 407 83 324 3807 118 96 75 53 45 3689 1995 84 1694 63 1911
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=31
num_cat=0
split_feature=9 17 22 19 16 25 21 6 17 29 8 25 25 21 21 8 18 6 3 11 18 18 18 16 21 19 6 18 6 29
split_gain=2.83899 11.0755 8.65832 17.0249 12.1357 7.39934 7.26286 6.41715 5.07104 9.0433 7.01899 5.14566 8.55226 6.44769 5.68561 11.0292 5.50145 5.47146 20.4367 8.89783 12.9012 13.4237 10.8614 12.8002 9.32466 8.88729 7.6322 19.1324 10.1611 14.3746
threshold=71.092595997349051 2.1236512751834176 -0.23793544557229321 1.0098640559747905 233.50000000000003 -0.027496959512456159 1.2591775062344641 51.328627095382814 1.8760840855524481 125.00000000000001 215.38346078852092 0.84951192467637548 0.83877962544111162 0.10762575991580679 0.3763785369058788 3081.4750000000004 1.185994750363232 143.47693869726362 563.52061447203926 161.77891722099042 1.4235656362627112 1.5650654026270625 1.3829092204342197 687.6500000000002 1.0233763427356606 1.3460347680077815 217.14483750212696 1.0966202967469194 202.35148018139273 185.00000000000003
decision_type=2 2 2 2 2 2 2 2 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 -1 -5 -4 -3 -2 11 -10 -11 12 13 -9 -13 16 -16 18 -15 20 22 24 23 -19 -22 -23 27 -21 -29 -30
right_child=1 6 5 4 -6 -7 -8 8 9 10 -12 14 -14 17 15 -17 -18 19 -20 26 21 25 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.088295376075742157 -0.053804118152369157 -0.078767432124707215 -0.028186556847878932 0.048085558863187383 -0.056950127875263046 0.018484214175758618 -0.011522414307627413 0.043160151668331204 0.081069424535546997 -0.0296203323399588 0.03250387598845092 -0.0071894390657544138 -0.035460593349167284 -0.0060708200710653448 0.10309465991502459 -0.0088087084420928451 0.035149100480171357 0.024466431412485338 -0.10680867684158413 -0.1037950666702312 -0.014518182799220087 0.063512966065452647 0.094668586701154717 -0.048581903313214964 -0.090575686761143581 -0.0074381430243903937 0.00014806593042516092 0.0080251257229550666 -0.012352006683849601 -0.088673341298295613
leaf_weight=36 22 29 66 22 22 70 36 34 21 31 44 50 70 238 22 33 26 310 22 23 40 26 20 26 27 55 2841 163 121 31
leaf_count=36 22 29 66 22 22 70 36 34 21 31 44 50 70 238 22 33 26 310 22 23 40 26 20 26 27 55 2841 163 121 31
internal_value=0 -0.000554275 0.0111907 0.0372952 -0.00443228 -0.00416484 -0.041524 6.56115e-05 0.000342901 0.0230666 0.00682587 -0.000179234 -0.000810635 -0.000200754 0.0193267 0.0356947 0.0662908 -0.00057465 -0.0145948 0.000415097 0.0127595 -0.0120543 0.0230754 0.0188139 -0.0451682 0.0153363 -0.001542 -0.0157475 -0.00931864 -0.0279175
internal_weight=0 4361 216 80 44 136 65 4296 4274 96 75 4178 4047 3977 131 81 48 3943 260 3683 504 148 356 336 67 81 3179 338 315 152
internal_count=4577 4361 216 80 44 136 65 4296 4274 96 75 4178 4047 3977 131 81 48 3943 260 3683 504 148 356 336 67 81 3179 338 315 152
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=31
num_cat=0
split_feature=3 0 7 3 28 4 3 21 21 28 17 21 12 22 15 2 13 10 4 7 7 21 17 15 23 7 3 19 2 17
split_gain=2.98988 14.4272 12.3302 13.1071 10.9941 9.7361 18.1013 10.501 9.90419 9.15501 10.9114 9.10412 15.9545 12.2744 29.8968 8.53766 7.82667 7.42908 7.42227 15.3327 12.7413 11.6514 10.6361 10.5328 9.22685 14.4192 11.1564 8.38791 10.8774 9.80042
threshold=285.92871718538873 433.55923692494412 327.38045324590297 294.34041810403079 27.500000000000004 534.07566272277984 400.87637911084056 1.0101422509080942 1.1601791512653923 3.5000000000000004 1.5449627165496123 0.67382632213019422 2215.0523069756796 0.09357008575735952 581.25000000000011 428.35685662608 90.000059171597641 160.15373522843242 287.68825813640188 230.21452954061769 284.53840248235741 0.8539306761124803 1.5897971637247268 585.62500000000011 -0.1042981787771622 254.97142425998683 224.56923947598111 0.79636826013948325 342.79365145833907 1.6042910898474021
decision_type=2 2 2 2 2 2 2 2 2 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 9 -8 -9 10 15 12 13 14 -1 -5 -7 -15 20 23 21 -13 -21 -20 27 26 -26 28 -23 -29
right_child=2 -3 -4 5 -6 16 7 8 -10 -11 -12 18 -14 17 -16 -17 -18 -19 19 22 -22 24 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.0022572321372041314 -0.071677858370523415 0.085085279697721658 0.00099798393037769158 -0.020414253781464969 0.060695421803393407 -0.012442544733898508 -0.018903707239676167 -0.14120272715975132 -0.048868637073498505 0.0055001598405058257 0.0057015741052917944 0.03471581913564388 -0.083151308012505379 0.055369468260465605 -0.10227596538348332 -0.10582980835437775 0.051828298519831152 -0.0041256091390942159 0.03037319633425499 0.11306586739208019 -0.054404605612964244 -0.084007279539392118 0.021289014686708865 -0.044106468173765373 -0.026077290545325989 0.035635449655819683 -0.11499901552285469 0.0041210839094049266 0.011200531864804882 0.057009853309263364
leaf_weight=114 39 22 3161 22 32 36 37 21 26 204 39 111 30 41 36 25 40 43 49 28 37 21 23 31 43 24 21 147 28 46
leaf_count=114 39 22 3161 22 32 36 37 21 26 204 39 111 30 41 36 25 40 43 49 28 37 21 23 31 43 24 21 147 28 46
internal_value=0 0.00507158 -0.00128804 -0.0160654 0.00312649 -0.0112457 -0.0178763 -0.0587533 -0.0901243 -0.00603609 -0.0334011 0.00101629 -0.0144939 -0.00569172 -0.0228307 -0.0658481 0.0213842 0.0249137 0.00773994 0.0288281 0.00196056 0.00668961 0.0716763 0.00151233 -0.00273739 -0.0304665 -0.0552547 0.00734593 -0.0296028 0.0167267
internal_weight=0 927 3650 489 905 450 374 84 47 290 86 873 264 234 150 47 76 84 609 131 478 441 51 80 330 88 64 242 49 193
internal_count=4577 927 3650 489 905 450 374 84 47 290 86 873 264 234 150 47 76 84 609 131 478 441 51 80 330 88 64 242 49 193
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=31
num_cat=0
split_feature=7 7 15 19 5 4 10 23 3 16 15 10 15 6 23 15 3 19 20 16 19 3 8 16 16 28 10 20 15 5
split_gain=2.94778 14.3102 11.1881 16.2034 9.57896 19.7863 10.884 11.7846 8.81134 19.8158 15.9392 12.5454 17.1996 19.3151 11.4239 10.8228 10.6426 10.0351 9.97898 8.35913 8.3302 11.2275 9.19897 7.88189 11.2322 10.5889 8.65642 8.81051 7.54227 7.30597
threshold=1907.8925041828854 1586.9705776819244 2023.3499999999997 1.2340026368329382 633.61080805234565 885.41694499715766 158.22506919883133 0.74122821436255992 849.07184822215766 177.10000000000002 2148.9500000000003 275.96551203290011 1378.1000000000006 361.67587909973764 0.65583131255366889 2519.9499999999998 1050.9599069369144 1.0554645765952768 2.6757879858224549 668.92500000000007 1.1144863232277531 1029.2367383360622 1105.8066022544288 276.22500000000008 398.07500000000005 25.500000000000004 113.06238062387665 2.4331419953444953 1966.3999999999999 844.06114831257844
decision_type=2 2 2 2 2 2 2 2 2 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 28 6 -6 23 -8 10 -10 29 12 -11 -14 15 -12 18 19 -15 -13 21 -19 -22 -4 -25 26 -26 -28 -2 -1
right_child=2 -3 4 -5 5 -7 7 -9 9 11 14 17 13 16 -16 -17 -18 20 -20 -21 22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.00084833693407365706 0.037512780455025763 0.020127402506274428 0.050037658369789517 -0.099264614904920265 -0.11346487104670988 -0.008794622695030169 0.064457257254557185 0.0068282497758045792 -0.10135828131437302 -0.10641886189293404 0.10503422047066338 0.0024439693894237283 0.055590198375284672 -0.12285958166633333 -0.0025705089440216889 0.018360913395881653 0.0030552305775927383 0.013212926279414783 -0.0293529651761055 -0.079927196353673943 -0.057871208446366451 0.10674749715697199 0.015406341788669429 -0.06548744775354863 0.019350733042365925 0.049330133769442057 -0.0063993770748909037 -0.056105239336654823 -0.040730272552796772 0.052388673891814855
leaf_weight=3020 22 358 24 30 21 129 55 100 25 26 34 28 28 21 37 25 32 33 25 22 21 21 93 32 68 34 105 54 28 26
leaf_count=3020 22 358 24 30 21 129 55 100 25 26 34 28 28 21 37 25 32 33 25 22 21 21 93 32 68 34 105 54 28 26
internal_value=0 0.00108016 -0.00596245 -0.0411638 -0.00143494 -0.0234485 0.00556088 0.0272773 -0.000858679 -0.0153471 0.00087053 -0.00920349 -0.0335339 -0.0156564 0.0409904 0.0683082 -0.0412322 0.00552868 -0.0720408 -0.0337993 0.0172334 0.0495875 0.00190785 -0.00505753 -0.00957045 -0.00271472 -0.01051 -0.0232806 -0.00630333 -0.000393917
internal_weight=0 3875 702 80 622 150 472 155 3517 375 3142 350 132 106 96 59 78 218 46 50 168 54 114 317 293 261 227 159 50 3046
internal_count=4577 3875 702 80 622 150 472 155 3517 375 3142 350 132 106 96 59 78 218 46 50 168 54 114 317 293 261 227 159 50 3046
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=31
num_cat=0
split_feature=19 4 19 18 7 17 19 16 20 16 22 11 14 9 20 17 3 9 17 0 3 9 11 16 17 23 10 7 9 0
split_gain=2.8226 5.35052 4.83556 9.90611 5.08296 4.15268 14.0957 9.39431 15.386 14.5792 11.8342 12.135 11.7937 10.226 8.96731 7.18261 5.33916 4.53927 4.39364 9.40255 17.6002 10.3059 9.90088 18.2094 13.3155 20.8267 10.7735 10.8797 10.1916 9.74906
threshold=2.2243398023378238 224.41113761612874 1.9198553034328163 1.6362107361656737 786.58012959217615 0.92536793743778156 1.2953478888890564 213.20000000000002 3.7172463762008703 398.07500000000005 0.19447101503761338 171.69871794871798 0.00031009786424980465 219.30737772637147 2.5441741672964162 0.92901118751824008 1079.8636120813346 279.53359577458792 1.0467782387267464 388.1203624078625 834.99304184655773 221.38958504519312 557.42301935918113 752.60000000000014 0.9895721210020717 0.37105452359324964 162.3159601296986 1530.3462159855096 274.90052601131987 555.22916666666686
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 6 -1 8 12 10 -9 -12 -8 -14 -13 -7 -11 -15 19 20 -17 -22 23 26 -24 -26 28 29 -21 -28
right_child=1 -3 3 4 -6 15 7 9 -10 16 11 14 13 17 -16 18 -18 -19 -20 22 21 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=0.089630717181024111 -0.0065895149914117967 0.060417571731589063 -0.073925994281415594 -0.025179983139969411 0.037260874868793918 -0.045883681965725766 0.0024311038960770862 -0.094525692165674025 -0.029309133459862909 0.063549104120050159 -0.075338888734579099 -0.027101214733478186 0.016489624450712101 0.12809162254755696 0.045811597083605105 -0.0086865345852551283 0.0079859257628190888 0.06358582541346551 0.0017224571458978042 0.0049926198921996963 -0.1257701201497444 -0.038878770413784652 0.012216717998801481 -0.076632489502429957 -0.01403318593390286 -0.097736859474426674 0.024189198193648325 0.04997095939969378 -0.063690796381105558 -0.053343243151903155
leaf_weight=21 26 22 27 32 22 35 41 24 38 21 25 37 23 24 31 238 98 20 2853 356 21 39 101 25 125 39 55 112 23 23
leaf_count=21 26 22 27 32 22 35 41 24 38 21 25 37 23 24 31 238 98 20 2853 356 21 39 101 25 125 39 55 112 23 23
internal_value=0 0.0241221 -0.000255654 -0.0244694 0.000258885 0.000185288 0.00986558 0.00548058 0.0254185 -0.00685391 -0.0319203 -0.0157641 0.0446746 0.070525 0.00613845 -0.000779151 0.0177912 0.0987708 -0.00038547 -0.00558332 -0.0208887 -0.0692907 -0.000273651 0.00689719 -0.0163472 -0.0339383 0.0105672 0.0300014 0.000824497 0.00132707
internal_weight=0 48 4529 81 54 4448 403 382 146 236 117 93 108 67 68 4045 119 44 4010 1157 298 60 859 594 265 164 569 190 379 78
internal_count=4577 48 4529 81 54 4448 403 382 146 236 117 93 108 67 68 4045 119 44 4010 1157 298 60 859 594 265 164 569 190 379 78
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=31
num_cat=0
split_feature=13 17 12 0 9 8 20 19 9 22 9 20 20 26 20 20 13 22 14 13 13 26 18 26 20 8 25 13 5 12
split_gain=2.78862 6.09008 17.2171 10.7007 9.9351 9.09371 12.9802 9.07263 11.9394 10.0521 7.55047 6.51044 12.5326 6.41313 5.51625 5.89662 5.40456 4.30039 3.69913 9.24249 6.58603 7.40556 10.9536 10.6769 5.87301 8.37999 12.8872 12.9411 12.8122 12.4837
threshold=197.98514350247288 1.4416997575548467 815.48165828599542 317.84660194174762 414.10758475308148 1445.2475490196082 1.8154438273843541 1.2072199321815906 341.33589896729239 -0.075829460976161209 759.82249936633559 1.4407460933541725 1.8959775201753775 16.500000000000004 2.052047673105116 2.6337945297486161 196.39223710539503 -0.12397538218282352 0.46475837357799826 69.056721346399669 76.279195437805896 1.5000000000000002 1.2729525343103443 19.500000000000004 1.2791134822581425 270.60885444090547 -0.082750618254147132 150.20494361179172 292.39354380659796 2565.1118615061437
decision_type=2 2 2 2 2 2 2 2 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 -2 -4 7 6 -6 8 9 -5 -7 17 -13 14 -11 -16 18 -3 24 -20 -21 22 -22 -23 -1 26 29 28 -28 -26
right_child=1 11 3 4 5 10 -8 -9 -10 13 -12 12 -14 -15 15 -17 -18 -19 19 20 21 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.040537085022245137 -0.10380004429491237 -0.04502556447722865 0.043223891583167848 -0.091532201059162627 0.10364160723984242 0.016749001760811854 -0.00036247339099645617 0.014789405725896361 -0.10045866641001061 -0.063872769372216587 -0.056877398773884549 0.08994343149662018 -0.0066722779438413427 0.025903649374457272 0.016343269416723739 -0.052469244301319121 0.047189634531736378 0.011092871574348668 0.065273919007901499 -0.033920889699624646 0.010734631043878642 0.058216830803933799 -0.069148154947019758 -0.020893041853560137 -0.025811710326860735 0.0010567827227204796 -0.016430043851513965 0.064964216538161659 0.06258764625950293 -0.11716454341298058
leaf_weight=35 20 22 36 20 20 30 30 40 26 29 26 25 29 29 33 20 25 36 29 36 94 59 21 24 52 3359 305 24 22 21
leaf_count=35 20 22 36 20 20 30 30 40 26 29 26 25 29 29 33 20 25 36 29 36 94 59 21 24 52 3359 305 24 22 21
internal_value=0 -0.00728792 -0.0136392 -0.00832 -0.014444 0.0102417 0.0412392 -0.0277267 -0.0385588 -0.0262733 -0.0174347 0.0130703 0.0380572 -0.014515 -0.0288094 -0.00962372 0.000835998 -0.0101934 0.000552038 0.0120232 0.00542373 0.0125773 -0.00385266 0.0353417 -0.000238142 -0.000615391 -0.0138626 -0.00591195 -0.0111139 -0.0520913
internal_weight=0 471 359 339 303 106 50 197 157 131 56 112 54 111 82 53 4106 58 4081 263 234 198 115 83 3818 3783 424 351 327 73
internal_count=4577 471 359 339 303 106 50 197 157 131 56 112 54 111 82 53 4106 58 4081 263 234 198 115 83 3818 3783 424 351 327 73
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=31
num_cat=0
split_feature=26 26 22 7 14 19 13 19 5 22 22 19 14 19 22 29 13 19 22 2 15 19 2 19 4 4 4 0 15 6
split_gain=2.98261 11.6236 8.53179 12.2239 15.0553 12.0264 13.9398 14.1198 10.878 10.59 12.6374 16.0405 14.5075 12.1416 14.6421 11.7648 8.34862 8.40092 7.31559 8.0176 7.68 20.9509 9.59181 6.81109 6.63002 8.89482 9.55496 7.5486 8.66175 7.11527
threshold=7.5000000000000009 8.5000000000000018 -0.34992879738991184 239.96153460495898 0.10362414442452332 1.0554645765952768 88.436136111396408 1.0418282644101913 1010.0056482670091 0.046078127268628512 0.12562106469568005 0.86084701770159688 0.045308592240813537 0.79636826013948325 -0.10425440634653217 200.00000000000003 195.19007126699927 0.90911974889181335 -0.090124371844227599 464.37257516643081 761.97500000000002 1.1324077295653445 435.94757630527351 0.95919697022603845 976.77453129881167 814.86336190105192 328.25006479823759 849.41428571428582 2083.7000000000003 139.41014367692111
decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 -5 9 24 13 12 -12 -11 -8 -15 23 17 -16 19 -2 22 -22 -20 -13 25 26 29 28 -28 -7
right_child=1 2 3 5 -6 8 7 -9 -10 10 11 15 -14 14 16 -17 -18 -19 20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0014727566236811521 -0.020933041945099831 -0.052632581993627053 0.086783366267170231 -0.076932248360279842 0.0081486243638209995 0.036012873682193462 -0.040230950724446414 -0.077633369660803253 -0.058720782983370801 -0.11831973639006417 -0.056270298251929952 0.032606161776930091 -0.017947216518223286 0.10012051813790333 0.089761718185175032 0.077233757995642152 -0.014887353249027261 0.010572342846441915 -0.023730607610195877 -0.11047408178448677 -0.1024514914304018 0.0011093879268238586 0.065673947451813583 -0.032327564614159719 0.054434826518667656 -0.020612837306780186 0.03129158879300737 -0.019434703808898727 0.10220986959058792 -0.023512910768179827
leaf_weight=3434 20 30 35 33 80 28 33 28 22 24 39 30 36 23 21 26 56 37 28 20 30 56 21 35 36 77 124 24 20 71
leaf_count=3434 20 30 35 33 80 28 33 28 22 24 39 30 36 23 21 26 56 37 28 20 30 56 21 35 36 77 124 24 20 71
internal_value=0 -0.00442471 -0.000136963 0.001542 0.0320809 -0.00272529 -0.0145377 -0.00923098 0.00964546 -0.00391079 -0.0201343 -0.00261341 -0.0580962 0.0142214 0.0273376 0.0203824 0.0126533 0.0392444 -0.0281421 -0.0657036 -0.0170128 -0.0350165 0.0145856 -0.00235815 0.0136035 0.00933046 0.0179658 0.0324876 0.0411414 -0.00667734
internal_weight=0 1143 968 938 115 823 421 388 402 360 190 130 60 170 137 91 114 58 175 40 135 86 49 65 380 344 267 168 144 99
internal_count=4577 1143 968 938 115 823 421 388 402 360 190 130 60 170 137 91 114 58 175 40 135 86 49 65 380 344 267 168 144 99
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=31
num_cat=0
split_feature=4 29 13 17 4 2 4 21 21 17 11 6 6 22 17 11 6 17 10 21 17 10 16 2 9 26 17 26 26 9
split_gain=2.80897 3.25297 11.2376 11.4557 19.7098 17.9929 11.4805 9.36835 9.21653 8.87079 16.4953 17.1997 16.2328 36.3723 15.3082 12.3452 11.6072 11.3651 12.8468 11.5261 9.67286 9.7211 17.0548 15.7167 15.3675 11.4778 13.8722 16.8474 15.3939 9.99876
threshold=1521.8274410774413 85.000000000000014 58.956406245012595 1.2229375159050277 427.73277130952596 553.00796530884656 787.12659033078887 0.70228089751360023 0.83898931360074047 1.2824012098342896 227.946062992126 283.45308906311959 339.93160377358498 0.038805709758668955 1.2396372254711252 262.02730298186401 608.84954258471851 1.3195659530104549 282.94965402136125 0.89061988259535019 1.2329304807923556 141.31898635791754 107.50000000000001 305.05193057982461 208.02870503597126 7.5000000000000009 1.0090031085497215 12.500000000000002 9.5000000000000018 315.4427057562263
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -6 -5 -9 14 11 -11 13 15 20 -12 -16 18 -14 -19 21 25 -23 -24 -25 -3 27 -27 -28 -26
right_child=-2 9 3 4 6 -7 -8 8 -10 10 12 -13 17 -15 16 -17 -18 19 -20 -21 -22 22 23 24 29 26 28 -29 -30 -31
leaf_value=-0.065469358450379864 0.025438412218246349 0.0017194387359852226 -0.0072796275914770274 0.056866251755771896 0.076192914349667268 -0.069659052459015089 -0.0026069509975898725 -0.03977545236703009 0.011365283971901004 0.001727297649033676 0.01820899681546367 0.086307097241282466 -0.080203825857882438 -0.12962026670575141 0.049894953553541371 -0.047161762038102517 -0.032439793908852155 0.03905578317318225 0.017255293116683054 -0.010023688592402073 -0.062384491413831712 0.07979676412308917 -0.068952952325344083 0.096578824333846569 0.022160777975925777 0.056439367545147737 -0.13174703896723011 -0.047103335685802231 -0.030730639512087994 0.00061881083729647252
leaf_weight=29 43 436 1252 35 64 33 26 44 177 628 52 25 38 39 119 65 20 66 21 174 22 34 26 20 328 30 22 33 48 628
leaf_count=29 43 436 1252 35 64 33 26 44 177 628 52 25 38 39 119 65 20 66 21 174 22 34 26 20 328 30 22 33 48 628
internal_value=0 -0.000241255 -0.00376568 -0.00266856 0.0125638 -0.000162265 0.0534285 0.00879631 0.00118342 0.00179443 -0.00521953 0.00496542 -0.0198366 -0.0459861 0.00619503 -0.0181081 0.0380482 -0.00619339 -0.045515 0.00347317 0.00347371 0.00437644 0.0101441 0.00778059 0.00982472 -0.00612488 -0.0318401 0.00220271 -0.0624787 0.00800978
internal_weight=0 4534 1660 1631 379 289 90 256 221 2874 1108 653 455 156 1766 117 139 299 59 240 1627 1605 1036 1002 976 569 133 63 70 956
internal_count=4577 4534 1660 1631 379 289 90 256 221 2874 1108 653 455 156 1766 117 139 299 59 240 1627 1605 1036 1002 976 569 133 63 70 956
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=31
num_cat=0
split_feature=12 0 15 0 15 21 2 9 13 25 21 0 15 0 12 7 19 0 10 17 3 13 12 17 12 15 6 13 12 19
split_gain=2.78328 10.8102 14.1937 10.036 9.72615 12.4877 11.2134 9.36575 8.65283 9.87216 9.85545 6.2267 5.93406 5.80417 5.63459 10.2587 17.5067 6.0028 5.14555 4.7208 6.16465 4.6986 4.5943 10.2044 4.14175 23.2623 11.4304 6.95106 7.62365 10.8957
threshold=592.04071319542038 371.86108676429717 1641.6000000000001 343.75932017543863 1345.95 0.36336810066401498 568.07081795774855 357.38419332086693 59.993260548266797 0.45504711283263449 0.63748486863823683 98.069098992066856 757.22500000000048 113.20285229271406 370.23055470095989 249.05826435755873 1.1402858214720517 227.77037037037039 56.194643218264694 1.0297204337234553 448.96435093548001 64.929423309711026 633.08230769230784 0.96699599840704742 697.28315598875122 1713.0000000000002 246.28125769641247 58.644280306441551 928.46365419144433 1.2531806841171416
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 6 -6 8 -3 9 -1 -11 12 18 -13 21 16 -16 19 -2 20 -17 -10 23 -15 25 26 -24 -26 29 -29
right_child=11 2 -4 -5 5 -7 -8 -9 14 10 -12 13 -14 22 15 17 -18 -19 -20 -21 -22 -23 24 -25 27 -27 -28 28 -30 -31
leaf_value=0.070050543116835451 0.0039013841267054282 0.031625443310118642 0.076327741958255715 -0.081749999858438976 0.0028296645198549546 -0.10276244481404623 0.056574465021757149 -0.058163714816882497 0.043677196381613617 0.026369976270489578 -0.05541477256287497 -0.045892026913524786 -0.017357296338709801 -0.022337460398141828 -0.0083842766005545865 -0.041930688971964024 -0.10437416589181675 -0.041957378026210905 0.061237545576360491 0.050833113353874075 0.033241954520344737 -0.0095552396688270685 -0.044280478321015837 0.06919394094368507 -0.048952313026945506 -0.11191777420185862 0.053987930509550822 -0.0015571832151926425 -0.00030040041090257313 0.035826905117984739
leaf_weight=26 24 26 34 20 21 24 28 21 20 41 23 27 23 21 38 24 38 33 45 20 20 97 20 29 28 21 29 166 3443 147
leaf_count=26 24 26 34 20 21 24 28 21 20 41 23 27 23 21 38 24 38 33 45 20 20 97 20 29 28 21 29 166 3443 147
internal_value=0 -0.00664521 0.0271107 -0.0124258 -0.00936515 -0.0534861 -0.00449886 -0.00849312 -0.008999 0.0180883 -0.00302142 0.000915099 0.0266316 0.000313238 -0.0174054 -0.0288685 -0.0563792 -0.0073137 0.0412945 0.0105495 -0.00776131 -0.000455678 0.000632793 0.0307508 0.000242057 -0.0238605 0.0138784 0.000687928 0.00105798 0.0160002
internal_weight=0 554 81 473 453 45 408 47 380 90 64 4023 92 3931 290 173 76 97 69 64 44 117 3904 50 3854 70 49 3784 3756 313
internal_count=4577 554 81 473 453 45 408 47 380 90 64 4023 92 3931 290 173 76 97 69 64 44 117 3904 50 3854 70 49 3784 3756 313
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=31
num_cat=0
split_feature=23 23 26 6 17 28 10 15 17 23 6 28 17 29 14 17 20 9 10 17 16 9 10 29 23 17 4 20 29 4
split_gain=2.62272 8.55003 6.1842 8.19452 7.10419 7.53907 3.44517 13.6649 7.01972 11.1998 8.02419 6.29292 4.802 6.90465 7.7747 4.7128 16.0345 6.18346 5.74367 9.73503 10.8005 7.18633 8.73516 23.2338 26.4265 13.3062 10.3272 12.5708 20.0284 11.6621
threshold=-0.36294855023412959 -0.34728603639688621 1.0000000180025095e-35 217.14483750212696 1.5200191906680292 7.5000000000000009 48.469615569461396 417.50000000000006 2.1236512751834176 -0.036848372383437571 51.328627095382814 9.5000000000000018 1.8760840855524481 145.00000000000003 0.15941453822796803 1.756925744446215 1.8767203444084386 150.46447252313291 63.434433149322892 1.3353111401133013 201.12500000000003 158.31918370091449 121.28868354791203 145.00000000000003 -0.021236204832268121 1.6948188730228291 526.71692828081575 2.474548737017527 70.500000000000014 342.76555121729535
decision_type=2 2 2 2 2 2 2 2 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 -4 -6 7 -3 10 11 -8 -10 15 -14 -15 18 -17 -18 19 20 -12 -20 23 26 -25 -24 29 28 -28 -23
right_child=1 6 4 -5 5 -7 8 -9 9 -11 12 -13 13 14 -16 16 17 -19 21 -21 -22 22 25 24 -26 -27 27 -29 -30 -31
leaf_value=-0.066123449128298525 -0.049022517446428542 0.00078348539082244743 9.8692567712844233e-05 0.022218520371686847 0.074604967961970123 0.0075453912342588114 -0.057735386149336904 0.085887350231085138 -0.1051618188340217 0.023332076145082037 -0.091966831808288907 -0.025833920801524076 0.075352428536862137 0.055178751830350273 -0.019168185815215111 0.031568026691675188 -0.023186224663541432 -0.09748929395185163 0.011633454078376584 0.0088233256467025387 -0.0077992624332827902 -0.0064167105216456927 0.0018354474220904464 -0.012808565325879803 -0.142341301191066 -0.076235343143343931 0.050944666256164686 -0.090180858171411929 -0.063795137125998741 0.039865278016243663
leaf_weight=21 36 105 73 21 38 30 24 23 20 22 30 20 20 22 39 30 21 24 537 55 31 245 2845 36 28 22 29 28 32 70
leaf_count=21 36 105 73 21 38 30 24 23 20 22 30 20 20 22 39 30 21 24 537 55 31 245 2845 36 28 22 29 28 32 70
internal_value=0 -0.000488519 0.0117298 -0.0219525 0.0217628 0.0450199 -8.75954e-05 0.0160756 -0.000576694 -0.0339776 -7.98481e-05 -0.0654979 0.000254064 0.0243632 0.00764546 -0.000226576 -0.0250615 -0.0628145 0.00024048 -0.0216853 -0.0491931 0.000897348 -0.000831374 -0.0134985 -0.0694791 0.00123637 -0.00463029 -0.0347091 -0.00924671 0.00386818
internal_weight=0 4394 183 42 141 68 4358 128 4230 62 4168 40 4144 81 61 4063 75 45 3988 116 61 3872 3335 468 64 2867 404 89 61 315
internal_count=4577 4394 183 42 141 68 4358 128 4230 62 4168 40 4144 81 61 4063 75 45 3988 116 61 3872 3335 468 64 2867 404 89 61 315
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=31
num_cat=0
split_feature=29 13 4 13 6 20 22 14 17 14 16 14 14 16 26 8 16 13 22 20 26 20 26 20 7 4 20 29 0 11
split_gain=2.54498 19.7355 13.9667 11.5854 12.0935 11.9552 9.36588 25.2996 14.2124 10.7682 11.9616 18.1619 9.32605 8.81684 6.17473 6.17412 7.33075 7.88021 7.7099 6.02893 6.52942 11.4959 8.62182 8.21166 10.0049 7.86697 7.69867 7.40601 7.07658 6.42193
threshold=65.000000000000014 63.506371441919015 227.59800850734729 64.37648956249825 134.47799736561589 2.6797254013088083 0.071438515737482153 0.023378134204598899 1.2209108499905896 0.03909135344843228 461.07500000000005 0.20346126255380204 0.015064508662640853 230.07500000000002 9.5000000000000018 876.6033658443298 225.25000000000003 114.0101945628998 -0.035809861212994128 1.9058937903141571 6.5000000000000009 2.6412633408657658 2.5000000000000004 2.2734909504326084 1985.124580222038 1113.5672661870506 2.9517307056767907 20.500000000000004 570.18580609621756 220.52258329374106
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 19 -9 14 -12 -10 -14 15 16 18 -18 -11 -8 22 28 23 -21 27 -24 -23 29 -22 -25
right_child=-2 3 -4 4 6 -7 8 9 12 10 11 -13 13 -15 -16 -17 17 -19 -20 20 21 26 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.011405108557548374 0.0014445779067028316 0.074216134920716284 -0.11608788113181408 0.0066723275686735696 -0.092991340585757754 -0.087847018637694424 -0.04224859951063991 0.054013604590935377 -0.014715860677339758 -0.070431789144387719 -0.12007705808981606 -0.003577744055655785 0.0087652360447324253 0.079861258286631334 0.04426101913143482 -0.057174246066382953 1.2249678373336794e-05 0.071831163797866221 0.0083568589554892641 0.034042828754773213 0.049191320169717077 -0.097038678886989749 0.043291104479910851 0.024208848331123592 -0.036433366462588317 -0.025776949971914292 -0.016941507921243708 0.025349251775290162 -0.016907233129376951 -0.016587986800951898
leaf_weight=25 3328 20 26 23 37 32 32 28 24 23 23 32 26 53 28 21 50 22 27 63 25 24 94 50 80 20 24 102 46 169
leaf_count=25 3328 20 26 23 37 32 32 28 24 23 23 32 26 53 28 21 50 22 27 63 25 24 94 50 80 20 24 102 46 169
internal_value=0 -0.00384912 -0.0647728 -0.00125554 -0.0025369 -0.0483207 -0.00029459 -0.0157365 0.00510635 -0.00448279 -0.0117301 -0.0522956 0.0398773 0.0564626 0.00131726 -0.00709131 0.00152953 0.0219569 -0.0278859 0.000193581 0.00214215 -0.0191889 0.00653382 0.000480011 -0.00479295 0.0311739 -0.0569901 0.00309251 0.00636691 -0.00727364
internal_weight=0 1249 51 1198 1178 55 1123 291 832 254 226 55 103 79 171 143 122 72 50 729 697 119 578 464 401 114 48 321 71 219
internal_count=4577 1249 51 1198 1178 55 1123 291 832 254 226 55 103 79 171 143 122 72 50 729 697 119 578 464 401 114 48 321 71 219
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=31
num_cat=0
split_feature=15 7 8 15 8 5 15 14 21 15 14 5 8 0 15 18 18 26 15 5 14 16 15 15 8 18 11 11 28 18
split_gain=2.37263 12.4812 36.4238 8.29688 11.5566 12.3261 7.50824 9.51168 7.7232 7.36003 17.0033 10.9027 10.6916 9.18173 8.62009 16.9043 13.2609 8.38994 7.89529 7.27702 7.05775 6.64506 6.43189 14.9147 13.9017 29.2924 8.71544 18.3614 12.6397 15.7601
threshold=2617.9000000000001 2305.8195722061309 2959.6250000000005 2519.9499999999998 1815.5288697788701 168.55256012412727 2888.9000000000001 0.0076473173609353032 0.57392395710114275 2083.7000000000003 0.0086651657989775359 240.28722024916854 1802.5793478260873 521.78284985908988 1966.3999999999999 1.219542252590103 1.3351071446959379 6.5000000000000009 2140.2000000000003 499.2618745841749 0.0072637068781296393 747.10000000000014 1692.8999999999999 1515.5999999999997 957.61305796388149 1.3798270027136328 552.08299699441829 380.52802641004081 6.5000000000000009 1.1826545323225461
decision_type=2 2 2 2 2 2 2 2 2 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 9 -5 -6 20 8 21 14 12 -12 13 -11 22 17 -17 -16 -14 -13 -2 -8 23 -1 25 -25 27 28 29 -24
right_child=6 2 -4 4 5 -7 7 -9 -10 10 11 19 18 -15 15 16 -18 -19 -20 -21 -22 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00087962922139333318 0.028275760174621883 -0.15675933733582498 -0.00060100517535613754 0.022417741815249127 0.0011657061198583017 -0.087278195898979907 -0.0099986487589866085 0.062582514435052874 -0.067126889243012383 0.0027260646709929342 -0.0018248235976154156 0.12103038862347604 0.05972700011916459 -0.087637458233670751 0.03432028958120862 -0.13450288550839537 -0.020725939199328424 -0.03751725821659483 0.0044845875114836592 0.046157172388673111 -0.034449790827929976 0.041892665092434202 0.11781682074069977 -0.13220334383508853 -0.012562209216351206 0.023023527432233098 0.04045718960160536 -0.061917662338560657 -0.0078063830049062257 0.018645698946537611
leaf_weight=2941 174 20 59 30 26 40 208 20 21 23 22 25 30 22 37 21 20 29 188 27 20 28 22 31 191 20 89 36 98 59
leaf_count=2941 174 20 59 30 26 40 208 20 21 23 22 25 30 22 37 21 20 29 188 27 20 28 22 31 191 20 89 36 98 59
internal_value=0 -0.000771127 -0.0401348 1.09213e-06 -0.0290447 -0.0524367 0.00672239 -0.00384382 -0.00901319 0.000710426 0.0148411 0.0571873 0.00292619 -0.0414517 -0.000614569 -0.0285722 -0.0790019 0.00275531 0.0120868 0.0821539 0.0218092 -0.00384205 0.000243324 -0.00108395 -0.0249472 -0.0713301 0.0141404 0.00324653 0.0163522 0.0455811
internal_weight=0 4106 79 4027 96 66 471 277 257 3931 337 74 263 45 3594 107 41 66 218 52 194 236 3487 3183 242 51 304 215 179 81
internal_count=4577 4106 79 4027 96 66 471 277 257 3931 337 74 263 45 3594 107 41 66 218 52 194 236 3487 3183 242 51 304 215 179 81
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=31
num_cat=0
split_feature=19 14 19 18 20 5 11 20 18 18 8 21 19 20 25 14 20 18 14 11 18 0 25 29 28 21 21 5 20 8
split_gain=2.61746 4.43873 2.89053 7.73854 3.38629 13.2553 10.0054 3.69857 9.47127 11.0943 13.6745 7.06413 6.00234 4.75569 13.9945 18.7325 9.54503 8.30055 8.26619 9.0776 5.54607 9.33636 4.78868 4.77576 8.35379 5.07759 7.77958 4.58728 4.29512 3.97158
threshold=2.2243398023378238 0.078106978085351789 1.9198553034328163 1.6362107361656737 4.8311391796651 122.92247500101404 182.41736245602817 3.907599281725584 1.1892777002002617 1.3567182866312812 844.19736842105283 0.75343584426848709 1.3396652808671528 3.0700994159780555 0.68850564559150607 0.0092813454774377264 3.0947063371613859 1.1999153466914236 0.13424852699700571 175.10722558802567 1.1773340260404945 445.76692139737997 0.79792789508103923 95.000000000000014 16.500000000000004 0.65302812918268482 0.56073259386078944 139.41883116883119 4.207158597547985 763.31530692845865
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 7 -6 -7 13 -9 10 -10 12 -11 -1 16 17 -15 -16 19 27 21 -21 -19 24 25 26 -22 -18 -14 -25
right_child=1 -3 3 -5 5 6 -8 8 9 11 -12 -13 28 14 15 -17 18 22 -20 20 23 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.00084087663317230956 0.050047601097159916 -0.011252098947408654 -0.062679263066362456 0.0028889400056666802 0.084232520955898199 -0.057851098613305535 0.03299844327072303 0.030960480396170172 -0.11105774313349415 -0.055406637140549719 -0.0094504837806408237 0.034790348628115274 -0.034877444027612607 0.086839002389460809 -0.059071006005009023 -0.10746629394590855 0.032815576414577663 -0.012516086407833631 -0.039597954688593749 -0.052443861564000452 0.028740480349495497 0.032240309339502581 0.033366023133630344 0.0092839156389236451 -0.04138433366763191 0.051411636127159002 -0.034693894381153174 0.097661627084016808 0.019440871162491071 0.058615913004317177
leaf_weight=3662 27 21 27 54 23 22 27 40 27 32 26 31 24 20 21 20 24 45 25 30 58 23 46 25 26 38 29 20 37 47
leaf_count=3662 27 21 27 54 23 22 27 40 27 32 26 31 24 20 21 20 24 45 25 30 58 23 46 25 26 38 29 20 37 47
internal_value=0 0.023229 -0.000246189 -0.0189671 9.47271e-05 0.0216053 -0.00779115 -0.000259195 -0.0129867 -0.0229182 -0.0612127 -0.00655047 -0.0203307 0.000404875 0.00958383 -0.0183197 0.019675 -0.0024007 0.0157814 0.0201079 0.0133831 -0.0156941 0.0106771 0.0202938 0.0101886 0.0209157 0.00759569 0.0622911 -0.00193027 0.0414867
internal_weight=0 48 4529 81 4448 72 49 4376 217 177 53 124 93 4159 497 132 365 112 345 320 276 53 91 223 151 125 87 44 61 72
internal_count=4577 48 4529 81 4448 72 49 4376 217 177 53 124 93 4159 497 132 365 112 345 320 276 53 91 223 151 125 87 44 61 72
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=31
num_cat=0
split_feature=14 14 24 24 29 18 14 28 3 13 16 4 24 10 29 24 24 14 3 3 1 18 21 4 29 19 13 19 24 16
split_gain=2.4144 8.64204 8.0232 13.2328 10.2002 24.4904 15.2265 13.3798 17.2815 12.9049 25.7635 11.0088 9.32153 19.5621 8.65545 13.8047 11.2788 10.2191 11.884 24.1114 24.0607 17.2163 11.905 9.75013 8.70726 7.45997 12.669 16.3798 17.8907 24.1332
threshold=0.055750743433461848 0.061694677871148469 0.48246636400355764 0.48917101135320035 185.00000000000003 1.2457901609527775 0.0012135922330097088 16.500000000000004 622.66423266758659 91.073203196507862 315.02500000000003 526.71692828081575 0.46600075985579131 243.08150398663915 50.000000000000007 0.800892031491926 0.75541852828819478 0.029725448968144299 552.49349095693867 828.13699432715555 834.74977485357522 1.2301195863563466 0.40757250751412871 686.84124859392193 85.000000000000014 1.061821203596782 83.995953482146646 0.82886398150994456 0.058362271807209126 301.10000000000008
decision_type=2 2 2 2 2 2 2 2 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 12 -4 6 9 -5 14 -9 -6 -11 -10 -1 -14 16 17 -8 18 24 21 22 -20 -21 -22 -16 26 27 -3 -29 -30
right_child=1 25 3 4 5 -7 7 8 11 10 -12 -13 13 -15 15 -17 -18 -19 19 20 23 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0065553939687958696 0.033994113426611183 0.010015640888701785 0.062610821964012256 -0.0043981713274277535 0.065360479056835175 -0.12770607533864678 0.018181323698938708 -0.06950599974071657 0.066068489878223488 -0.097710540907767915 0.01950947304069996 -0.024296589744543393 0.00029978487019737563 -0.12737863320857287 -0.064119821185102829 0.086347434985949545 -0.063499657403339044 0.09044427756558765 0.032857859587030754 -0.083944647170362929 0.070711733499655913 0.14586372971534731 0.011010296124479046 -0.00025825635530054571 0.018535207118839027 0.0093701511409468152 0.0024442758213070056 -0.021911315558508282 -0.025032728848357996 -0.17182337024382183
leaf_weight=1027 84 110 36 844 20 20 73 37 26 30 50 28 30 20 26 43 22 22 28 31 49 26 23 32 25 710 905 155 24 21
leaf_count=1027 84 110 36 844 20 20 73 37 26 30 50 28 30 20 26 43 22 22 28 31 49 26 23 32 25 710 905 155 24 21
internal_value=0 0.0025967 -0.00203145 0.00271911 0.00123726 -0.0266896 0.00374754 0.0177495 -0.0168598 -0.00648633 -0.024448 0.0192125 -0.00860814 -0.0507716 0.0256232 0.0338328 -0.000734272 0.025214 0.0192346 0.0307939 0.00820417 0.0872681 -0.0435009 0.0426742 -0.0236027 0.00122663 -0.00353213 -0.0209794 -0.0380267 -0.093535
internal_weight=0 2009 2568 1491 1455 120 1335 491 91 100 80 54 1077 50 400 305 95 262 240 189 135 54 54 81 51 1925 1215 310 200 45
internal_count=4577 2009 2568 1491 1455 120 1335 491 91 100 80 54 1077 50 400 305 95 262 240 189 135 54 54 81 51 1925 1215 310 200 45
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=31
num_cat=0
split_feature=26 12 9 4 14 12 13 13 18 28 11 0 0 4 13 4 12 10 13 26 28 26 10 28 4 28 0 10 26 12
split_gain=2.22166 8.67113 14.5716 12.7164 11.5074 10.5601 15.1739 8.93716 7.31448 7.18721 6.82917 14.5362 6.12731 11.9971 20.858 6.00801 5.99741 5.87567 6.44442 5.74275 10.7055 7.17682 8.59945 6.4298 9.1427 13.7503 6.30798 8.9477 8.36168 9.57094
threshold=7.5000000000000009 1088.6408450704228 222.87029395568118 381.30756062767483 0.036787382159476696 1528.1807635821699 82.023071088292411 126.91001447609493 1.250510131400199 4.5000000000000009 435.849005799503 249.80249986759179 312.07171588210775 201.63438968072953 150.20494361179172 508.06882617030072 4092.843320805614 854.70824454591582 113.99519947890741 9.5000000000000018 1.5000000000000002 11.500000000000002 229.93154527633325 5.5000000000000009 526.71692828081575 16.500000000000004 350.89834663328645 109.04621030118365 12.500000000000002 2485.9569060773488
decision_type=2 2 2 2 2 2 2 2 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 -2 7 9 10 -9 -7 11 -3 13 -8 -15 -4 19 -1 -19 20 -14 22 -21 -22 -25 -26 27 -23 29 -28
right_child=1 5 15 -5 -6 6 12 8 -10 -11 -12 -13 16 14 -16 -17 -18 18 -20 21 23 26 -24 24 25 -27 28 -29 -30 -31
leaf_value=0.00073367231683173174 0.015931867421777161 -0.03506936375051737 -0.038395247128210033 0.056589941276858249 -0.0755654738949878 -0.10754005281720312 -0.040240023012917778 0.10016443306072192 0.026580382566899066 -0.02276261105784215 -0.033624404572671455 0.066577671714784473 -0.086354701112334939 0.081517745864888039 -0.016257073958404363 -0.11497831621340343 0.023474933848931241 -0.0011096941365394742 0.066149457094484373 0.068270778450472608 0.029774230125325696 0.0021772868221714386 -0.014639805612916296 -0.0022466765878641089 -0.11864104748127008 -0.0042054037430456709 -0.084781076479703191 -0.090135307796299469 0.0040807477367343385 -0.0098805757713014801
leaf_weight=3377 27 24 20 24 28 20 26 22 35 20 31 34 24 48 40 21 65 28 29 29 27 21 22 69 21 21 24 21 320 59
leaf_count=3377 27 24 20 24 28 20 26 22 35 20 31 34 24 48 40 21 65 28 29 29 27 21 22 69 21 21 24 21 320 59
internal_value=0 -0.00381879 -0.0292497 -0.00414575 -0.0306486 -0.00083569 -0.00498114 0.0240654 0.0549812 -0.0651513 0.00426539 0.0245168 -0.00210562 0.0194415 0.0370746 -0.0776207 -0.00550309 0.00127108 0.0331099 -0.00836566 -0.0247124 -0.00302662 0.0325054 -0.013992 -0.0246378 -0.0614232 -0.00709883 -0.043979 -0.00325524 -0.0315386
internal_weight=0 1143 120 79 55 1023 877 146 57 40 89 58 837 114 88 41 723 3434 57 658 162 496 51 138 111 42 445 42 403 83
internal_count=4577 1143 120 79 55 1023 877 146 57 40 89 58 837 114 88 41 723 3434 57 658 162 496 51 138 111 42 445 42 403 83
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=31
num_cat=0
split_feature=4 13 12 18 13 21 21 13 3 13 21 18 12 25 25 8 25 13 18 12 18 11 7 1 29 2 6 13 19 19
split_gain=2.24478 2.73582 5.23081 4.46116 6.11022 4.36794 5.09956 12.154 4.95581 4.65763 9.68266 27.8163 10.2525 16.8924 25.6135 17.2227 14.2837 13.2585 12.1153 11.8591 15.5329 14.7729 19.7916 20.8772 11.2141 10.8758 10.2238 26.9656 13.661 13.5141
threshold=1521.8274410774413 197.98514350247288 357.35687470113425 1.4461201277874316 312.86587995241922 0.10762575991580679 0.17157672925183579 83.995953482146646 631.65599965127524 110.89521018963954 1.2348320620430766 1.5650654026270625 1832.076302804802 0.51537304622799551 0.25051857078331902 691.42882205513786 0.43603813954026965 114.65242292995946 1.1291865381003314 2797.8129125674045 1.3779935411681539 241.13838306625203 196.9207202527675 391.8631297479842 85.000000000000014 656.06125847571309 285.83051441059462 122.89442813572838 1.0037348269340745 0.90911974889181335
decision_type=2 2 2 2 2 2 2 2 2 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 8 7 -7 -1 -8 12 -12 13 14 18 -16 -17 24 -11 20 26 22 -21 -24 -14 -22 -19 -28 29 -29
right_child=-2 2 3 -5 -6 6 9 -9 -10 10 11 -13 17 -15 15 16 -18 19 -20 21 25 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-5.6149034274064686e-05 0.022740643419498621 -0.057517530992627144 -0.0052940658597244745 0.022284241249928109 -0.052257135380059487 0.013930385074380672 -0.0018155759732620203 -0.074014924516280486 0.068722781362012028 -0.016452359213777211 -0.099617885685328283 0.014352503920844223 -0.020709641751917928 0.057543002682367485 -0.09427680157158258 0.010815274770268135 -0.080775386319007908 -0.00074150806377557194 0.04060066568868187 0.046288758228932109 0.074025829329059045 0.023231589265313806 -0.11422752357487168 -0.011629735286731054 0.063342299305817543 -0.0072903219886173154 -0.13813218468179306 -0.023015852093410033 -0.0081683655454071417 -0.13087222937139728
leaf_weight=22 43 20 362 52 30 33 2557 30 20 46 33 61 22 93 28 90 21 110 195 35 29 255 28 68 57 38 24 26 128 21
leaf_count=22 43 20 362 52 30 33 2557 30 20 46 33 61 22 93 28 90 21 110 195 35 29 255 28 68 57 38 24 26 128 21
internal_value=0 -0.00021567 -0.00749081 -0.00523735 -0.00888818 0.000613732 0.000279213 -0.0279483 0.0326957 0.000727721 0.00534648 -0.0256584 0.00756448 0.0193428 0.00999385 -0.0241918 -0.00651269 0.000940032 0.0297109 -0.0031028 -0.0157428 0.00920976 -0.0180846 -0.0415541 0.0399354 0.0279062 -0.0252072 -0.0387309 -0.0250987 -0.071207
internal_weight=0 4534 464 444 392 4070 4028 63 42 3965 1408 94 1314 473 380 139 111 841 241 762 376 386 131 96 79 67 309 199 175 47
internal_count=4577 4534 464 444 392 4070 4028 63 42 3965 1408 94 1314 473 380 139 111 841 241 762 376 386 131 96 79 67 309 199 175 47
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=31
num_cat=0
split_feature=24 2 9 24 28 28 4 2 20 24 28 19 23 25 20 24 2 20 20 4 4 23 21 2 9 25 24 24 7 10
split_gain=2.81792 11.1945 10.8065 9.6775 9.29602 8.49677 8.18637 11.6181 8.39232 15.7199 6.97469 7.80515 7.05832 6.80424 8.79573 5.63816 4.9395 8.39391 13.4764 7.73418 8.13159 14.1653 10.8229 10.4039 8.65866 7.6102 8.84633 10.9308 9.09038 13.1659
threshold=-0.047435604556090409 789.90637483490707 341.33589896729239 -0.044600215857621528 25.500000000000004 3.5000000000000004 424.34001686732904 564.43708924573787 1.8558436333153401 -0.066264370072252124 6.5000000000000009 1.0698188135587956 -0.27276140359962869 -0.074528311088515514 1.2074500901038558 -0.072909621514174891 347.03701682294201 1.3585551406789913 1.3312721734886557 190.94687009766716 153.96915372769831 -0.15235845082350366 0.62601147751949404 295.83925276752774 171.1599739474473 -0.059279305832047664 -0.0034375734123608336 0.028024649584566127 192.25240114733586 157.03622151111369
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 6 -3 8 -8 13 -10 12 -12 -9 14 -1 -16 19 18 -18 20 21 -5 -22 -24 -23 -21 -27 -28 -29 -30
right_child=3 5 -4 16 -6 -7 7 10 9 -11 11 -13 -14 -15 15 -17 17 -19 -20 25 22 24 23 -25 -26 26 27 28 29 -31
leaf_value=0.051136059407144788 0.052439558464619854 0.084121200442314151 -0.08344218390328545 0.086138016375757409 -0.07599689463153482 0.0048616879650293611 0.075448385775089277 0.065857800748199233 -0.0063181649533010295 -0.11684575720097533 -0.067244914919137963 0.0077040079529538301 -0.013527804253888982 -0.042043565786102924 -0.032949966843714755 0.015332609641811122 -0.0066750597922497837 -0.00037568474816629377 -0.093851852148771286 0.072077567751208937 -0.068749726955827914 -0.011532992817581434 0.023024662578364417 -0.059753914627204231 0.052649735845625406 -0.042261509654613644 0.062987211299069382 -0.020962517390794615 0.043461426280407334 -0.006128956079102901
leaf_weight=31 36 21 21 21 20 38 25 24 31 22 24 33 21 41 51 46 61 3338 25 24 38 132 49 22 25 26 47 68 118 98
leaf_count=31 36 21 21 21 20 38 25 24 31 22 24 33 21 41 51 46 61 3338 25 24 38 132 49 22 25 26 47 68 118 98
internal_value=0 -0.0075235 -0.013665 0.000818327 -0.00969392 0.0330727 -0.00589432 0.0143549 -0.0174783 -0.0521975 -0.000619043 -0.0238534 0.0288112 -0.00659004 0.00476617 -0.0100531 0.000364181 -0.00117042 -0.0320172 0.00823015 -0.00416753 0.00900442 -0.0256777 -0.00262504 -0.00131281 0.0175691 0.0139046 0.0183165 0.0109238 0.0209621
internal_weight=0 449 390 4128 369 59 349 127 222 53 102 57 45 169 128 97 4092 3424 86 668 287 178 109 71 157 381 357 331 284 216
internal_count=4577 449 390 4128 369 59 349 127 222 53 102 57 45 169 128 97 4092 3424 86 668 287 178 109 71 157 381 357 331 284 216
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=31
num_cat=0
split_feature=3 7 24 8 11 8 8 27 4 3 29 1 24 24 11 8 8 5 26 8 8 10 6 5 6 26 26 10 26 21
split_gain=2.28254 8.97214 10.6519 21.3654 8.969 12.3205 7.80546 7.73574 7.34379 7.54643 6.22489 6.41965 5.8204 18.8711 11.6327 9.33509 16.5507 12.411 9.33498 8.16758 7.56022 7.17345 6.63618 6.51349 6.8931 6.55263 11.0065 6.07443 5.77299 5.71554
threshold=285.92871718538873 327.38045324590297 0.12875070824861576 421.14045751031352 267.36032486460346 315.90106069417317 533.88371848739507 6.5000000000000009 588.25961882072681 418.81273532897791 185.00000000000003 315.07086583340771 -0.046498546019011315 -0.058849792596195334 112.73207970431692 526.45825887871354 561.2181305093535 179.41527093596062 7.5000000000000009 407.30098213803905 376.49118410862576 68.332226709878768 141.4329986577803 210.66666666666671 207.95119841677055 7.5000000000000009 3.5000000000000004 129.00795367166478 5.5000000000000009 0.9602367286444512
decision_type=2 2 2 2 2 2 2 2 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 8 7 -6 9 10 11 -2 13 14 -1 19 -17 22 27 20 23 -16 -18 24 25 26 -14 -19 -25 -12
right_child=1 -3 3 -5 6 -7 -8 -9 -10 -11 29 -13 15 -15 21 16 17 18 -20 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.024200165249181518 -0.080307669937610626 0.0008246269140872825 0.0072993227078214946 -0.13054434302135964 -0.066920801134815869 0.031054043824250779 -0.088456873205446068 -0.0023808911500068815 0.03573674828346287 -0.057896003732457763 0.046291598685085776 -0.012029642097186297 0.0085463615190117213 -0.073331461216394722 0.081699209998954428 -0.093764258243820897 -0.0076307555815825871 -0.087378465716281661 0.031717771664261818 0.03990857380230238 -0.046048359510799247 0.012272212682696789 0.059886924378775269 0.015811768049995106 -0.03635961205670328 -0.030684912697795559 0.061481130561894838 -0.020837855722536061 0.085720164080460876 -0.0078232194474908753
leaf_weight=66 21 3161 23 22 26 89 21 65 28 40 25 40 309 39 22 22 24 23 20 101 24 46 37 27 33 34 45 34 21 89
leaf_count=66 21 3161 23 22 26 89 21 65 28 40 25 40 309 39 22 22 24 23 20 101 24 46 37 27 33 34 45 34 21 89
internal_value=0 -0.00112541 -0.0137309 -0.0600909 -0.00903225 -0.000777183 -0.0335026 -0.0208209 -0.0124355 -0.0187091 -0.00975213 -0.0355352 0.00443124 -0.0121112 0.00570667 0.00822679 -0.0132123 -0.000370712 -0.0270628 0.0140016 0.00869412 0.0347339 0.0333226 0.0114954 0.00751621 0.0112479 0.0152754 -0.0476876 0.0463967 0.00404407
internal_weight=0 3650 489 45 444 332 112 91 243 215 175 61 927 173 134 754 160 138 77 594 493 68 61 469 421 388 354 57 48 114
internal_count=4577 3650 489 45 444 332 112 91 243 215 175 61 927 173 134 754 160 138 77 594 493 68 61 469 421 388 354 57 48 114
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=31
num_cat=0
split_feature=14 15 24 25 24 15 6 17 29 6 25 14 29 24 7 28 23 15 1 21 7 24 14 14 17 20 20 28 21 20
split_gain=2.56217 6.67293 7.37762 21.0104 11.9786 10.964 9.49056 9.93318 8.73437 18.8412 19.3832 12.5215 11.9314 12.4226 12.2074 14.2643 13.1562 9.45144 9.94064 11.4279 10.1854 9.46517 9.12121 8.54626 7.43953 14.1375 21.1333 10.6627 6.80921 8.41187
threshold=0.055750743433461848 336.50000000000006 0.47736986062777026 0.45504711283263449 0.46600075985579131 675.3749999999992 158.53762187367531 1.6042910898474021 185.00000000000003 217.14483750212696 0.50744065433174923 0.0012135922330097088 65.000000000000014 0.80663031248016237 1566.2556739451747 4.5000000000000009 0.57216659926446189 1270.0000000000002 834.74977485357522 0.25148288415751335 2034.8828409885016 0.58853047344494336 0.0076473173609353032 0.0028773967362134144 1.4179755666960661 2.1934441202912991 2.6584345176613806 5.5000000000000009 0.94900449441910617 1.9657215837748148
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -5 -3 24 11 -10 -11 -7 14 17 15 -13 -17 22 19 -19 -20 -21 -14 -23 28 27 -27 -26 29 -8
right_child=-2 2 3 5 -6 8 7 -9 9 10 -12 12 13 -15 -16 16 -18 18 20 21 -22 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.050389687546218434 0.0026749853112053631 -0.058283438645303255 0.075299572503488316 -0.073549014050513506 -0.068353154657013498 -0.0041823652811644315 -0.030767820084425197 0.038593128091199518 -0.089188052386497019 -0.081277676874941043 0.027530169842066243 0.026896490531249179 0.1100726659853189 0.084675453911934595 0.033376221882645045 -0.017818597203760007 -0.10050038291072404 -0.072091877443546601 0.063287171762097957 -0.045610043346881873 -0.0091492649912834172 -0.0025013999928804962 0.025256329036346871 0.066716243686775367 0.050616526223408675 -0.15146602600812914 -0.013553174745291472 -0.040217889672411342 0.019655573457324257 -0.0028465756528156727
leaf_weight=24 2009 35 38 20 33 831 132 49 33 22 64 45 21 35 64 67 27 22 55 25 30 44 32 30 24 20 25 28 102 591
leaf_count=24 2009 35 38 20 33 831 132 49 33 22 64 45 21 35 64 67 27 22 55 25 30 44 32 30 24 20 25 28 102 591
internal_value=0 -0.0020927 -0.00258781 0.00188663 -0.00906908 -1.5001e-05 -0.00712437 -0.00528033 0.00100136 -0.0249528 -0.000304396 0.00332708 0.0158831 0.028758 -0.00276323 -0.019403 -0.0415676 0.0212015 0.011512 -0.00689956 0.0377214 0.00758762 0.0588628 0.0255598 -0.007612 -0.0338088 -0.0748478 0.00170569 -0.00453189 -0.00794423
internal_weight=0 2568 2544 1505 1039 1467 1006 971 1447 119 86 1328 497 294 203 139 94 259 206 121 85 99 53 74 922 97 45 52 825 723
internal_count=4577 2568 2544 1505 1039 1467 1006 971 1447 119 86 1328 497 294 203 139 94 259 206 121 85 99 53 74 922 97 45 52 825 723
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=31
num_cat=0
split_feature=17 17 6 13 12 0 5 6 20 6 28 9 13 9 21 13 18 20 18 0 21 13 28 18 12 28 21 9 13 28
split_gain=2.35969 6.75995 5.7808 10.1656 5.54668 7.08901 5.09833 5.58066 26.2209 11.0138 5.14584 4.8818 10.3018 5.37635 6.69219 4.8417 10.0425 18.0279 12.4475 11.9048 11.8296 11.0366 8.33163 7.73774 11.3933 11.5425 11.1986 20.1043 10.7666 9.75734
threshold=1.0467782387267464 1.0541933260195016 1192.0653928229785 139.66547833550985 1100.4023640954349 563.5809741758568 1010.0056482670091 797.49310854048747 1.4543672438541939 766.60902390153149 1.5000000000000002 571.60326139090432 110.89521018963954 506.60431637471231 0.59686101367219757 152.09000633847458 1.4587554898901918 3.4919480022599014 1.3798270027136328 248.69001048162167 1.0101422509080942 183.68750000000003 26.500000000000004 1.4744315334268308 2501.7059594611005 27.500000000000004 1.1601791512653923 141.19383637778273 85.15738258585354 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 6 -4 -2 -6 7 9 -9 11 -10 13 -13 15 -15 23 18 19 22 -18 -20 -21 -17 24 25 26 29 -28 -26 -3
right_child=1 2 3 -5 5 -7 -8 8 10 -11 -12 12 -14 14 -16 16 17 -19 20 21 -22 -23 -24 -25 28 -27 27 -29 -30 -31
leaf_value=-0.0029510500136571069 -0.011251866533642725 -0.025804008137002506 -0.0079868952541247672 0.089494352797046317 0.096229175329208383 0.019866330008352959 -0.037520499314580652 -0.066378920044749976 0.0079134019003027963 -0.064786046170271366 0.065306620483027142 -0.014589034117244441 0.06770089929923416 0.0057311616676009218 -0.069011893261224033 -0.0034062540626355721 0.040594206722798176 -0.12002109173685312 -0.016615487970411777 -0.083130538848539201 0.080307657260666881 -0.0015112772476985246 -0.067843650467693806 0.013886784442578152 0.06540949200996414 0.057667828522556065 -0.12265572748754337 -0.00086395852267742159 0.0091063782817528312 -3.5550477999475962e-05
leaf_weight=1702 21 181 23 20 20 31 35 25 21 26 61 29 32 23 25 451 27 20 20 30 34 37 21 495 39 28 23 33 263 781
leaf_count=1702 21 181 23 20 20 31 35 25 21 26 61 29 32 23 25 451 27 20 20 30 34 37 21 495 39 28 23 33 263 781
internal_value=0 0.00174702 0.000969867 0.0373532 0.0320021 0.0498125 0.000403025 0.000890116 0.0232749 -2.47696e-05 0.0506084 0.000624842 0.0285795 -4.88963e-05 -0.0331975 0.000591915 -0.00690156 -0.0338089 -0.00106994 -0.0154658 0.0444102 -0.0380572 -0.00627317 0.0031941 -0.000732371 -0.00567226 -0.00741442 -0.0508856 0.0163773 -0.00488388
internal_weight=0 2875 2803 43 72 51 2760 2725 107 2618 82 2592 61 2531 48 2483 640 114 526 94 54 67 472 1843 1348 1046 1018 56 302 962
internal_count=4577 2875 2803 43 72 51 2760 2725 107 2618 82 2592 61 2531 48 2483 640 114 526 94 54 67 472 1843 1348 1046 1018 56 302 962
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=31
num_cat=0
split_feature=12 23 8 12 3 4 4 23 22 9 19 3 26 21 7 7 19 14 22 23 12 8 12 13 6 7 9 23 7 28
split_gain=2.22512 5.31734 9.27144 4.71842 8.91465 3.59264 6.55188 8.10811 9.80684 6.97459 15.006 11.1309 11.2234 6.54778 5.05513 9.11605 8.53162 10.1414 5.83151 11.8012 7.75898 4.19451 3.84305 4.23056 10.251 10.0455 19.9824 29.0867 18.9872 12.1667
threshold=299.22804212860314 0.44132154824627573 147.89305407229773 357.35687470113425 567.39607541581233 162.4014336917563 153.96915372769831 -0.18299469130686416 -0.15908819944773725 114.56821265427998 0.77074135845358849 250.82564767050494 2.5000000000000004 0.10762575991580679 143.96963052994428 118.24579104880283 1.1837542514177131 0.29643867635466264 -0.30831029693740691 -0.39940232772414919 1545.5716216216217 368.38390960992166 401.10993491588687 75.841363679255167 717.10914949382186 531.82236424617474 241.75015286204788 -0.047359656037094917 666.78341872859494 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 6 7 -5 -9 10 -10 21 -13 -7 15 -15 17 -17 19 -16 -21 -11 -20 24 25 26 29 -28 -27 -24
right_child=3 -3 -4 5 -6 13 -8 8 9 11 -12 12 -14 14 18 16 -18 -19 22 20 -22 -23 23 -25 -26 28 27 -29 -30 -31
leaf_value=-0.0077802747674286373 -0.005613269289298093 -0.021776308314431281 0.088508052807301285 0.039065924607631232 -0.074629351382221418 0.053107508725952358 -0.052317525912076238 -0.066341561451554301 0.0010287864679549734 0.0067497252087507925 -0.09569599019444508 0.010036909352151716 -0.075940200650471856 -0.0023179092403631985 0.019007808795651875 0.031425936925224961 -0.008393744327127934 0.11724330907066663 0.027016281891890148 -0.024939326266758145 -0.10182626018123259 0.062705404386931174 -0.016508106675057525 0.0020914288418511081 -0.041930097910679053 0.069138006051612452 -0.021490938479705207 -0.16693485030904412 -2.5629698363847513e-05 0.036759850118375785
leaf_weight=20 85 21 20 36 24 24 33 29 53 21 23 49 22 114 37 40 25 21 54 35 21 37 183 2799 72 43 44 20 516 56
leaf_count=20 85 21 20 36 24 24 33 29 53 21 23 49 22 114 37 40 25 21 54 35 21 37 183 2799 72 43 44 20 516 56
internal_value=0 0.0189714 0.0403639 -0.000256256 -0.0208095 0.000252094 -0.0102559 -0.00511498 -0.011912 -0.00421226 -0.0282432 0.00994549 -0.0166039 0.0010279 0.00072155 0.0162253 0.0408059 0.0609696 -7.7613e-05 -0.0248165 -0.0537719 0.0424456 0.000529918 0.000146778 -0.00568093 -0.00265316 -0.0173159 -0.0669422 0.00529465 -0.00402691
internal_weight=0 61 40 4516 109 4407 303 270 234 205 76 129 71 4104 4080 200 86 61 3880 93 56 58 3787 3733 934 862 303 64 559 239
internal_count=4577 61 40 4516 109 4407 303 270 234 205 76 129 71 4104 4080 200 86 61 3880 93 56 58 3787 3733 934 862 303 64 559 239
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=31
num_cat=0
split_feature=26 26 18 9 22 7 8 0 18 18 15 8 22 22 8 25 25 25 25 8 8 7 15 11 18 10 9 2 1 4
split_gain=2.26882 7.54633 7.02457 8.01905 6.0496 7.47186 6.68456 6.57131 7.82263 13.4274 5.99025 5.74779 18.5301 13.5794 9.63899 8.05574 10.794 6.04453 7.68543 11.9159 8.27843 14.1199 7.94347 7.68067 10.0082 7.99085 5.92188 5.44503 10.7603 6.36036
threshold=7.5000000000000009 8.5000000000000018 1.415916988621996 165.13917120387177 -0.33347830351456659 213.50324372911996 331.91813522010744 177.64950226244346 1.4524737152962961 1.5115817206821811 957.5999999999998 467.25597718253977 -0.11806040654421666 -0.015624822161274062 519.85186295075425 -0.064696804082251369 -0.037765238567120531 -0.023985031601483051 0.029306564525676225 844.19736842105283 886.42915263748603 541.26236213780419 1290.6000000000001 679.82033213333023 1.1149053364318144 432.99901472230425 539.87217176702632 704.85073426829717 479.75705079122008 238.10014551804426
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 6 -6 -7 11 -10 -11 13 -13 -9 -14 -16 -17 -18 19 -19 21 -20 -21 26 -25 -26 27 28 -22 -29
right_child=1 4 -4 -5 5 7 -8 8 9 10 -12 12 14 -15 15 16 17 18 20 22 23 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=0.0012844939837569631 0.024245401239022614 -0.042484141795924218 -0.067016029047469297 -0.028370952924832684 0.012270250400020319 -0.056603057327724637 0.081994707360863686 -0.00042521688717834908 0.078641731737915319 -0.02469932258276171 0.041850522515319649 -0.10221075646579265 -0.059581959148248036 0.077166221696617354 -0.062182640891876965 0.058238333223327513 -0.052629486204165479 0.075454611727036547 0.0022171224130594983 -0.03904190019324974 0.019448950421065092 -0.081008157278928503 0.044107137601822617 0.023309252440929414 -0.015392506130350134 -0.098829477428543311 0.060432329259458045 0.065927313398569817 -0.076442333784970382 0.0062718682678505073
leaf_weight=3434 40 33 30 105 44 21 20 116 33 38 21 20 30 28 21 31 23 32 47 27 25 36 20 25 24 22 21 20 22 168
leaf_count=3434 40 33 30 105 44 21 20 116 33 38 21 20 30 28 21 31 23 32 47 27 25 36 20 25 24 22 21 20 22 168
internal_value=0 -0.0038591 -0.0229692 -0.0138561 -0.000404275 0.0010809 0.0340591 -0.0013423 2.29623e-05 0.0275594 -0.00101209 -0.00331919 -0.00753628 0.014662 -0.00434859 -0.00141064 0.000939658 -0.0025296 -0.000173161 0.0283868 -0.00567618 -0.0338806 -0.00365933 0.00148273 -0.0276188 -0.0552971 0.00955387 0.00500729 -0.0254363 0.0126182
internal_weight=0 1143 175 145 968 935 64 871 850 92 59 758 614 144 594 564 543 512 489 79 410 83 47 327 71 46 256 235 47 188
internal_count=4577 1143 175 145 968 935 64 871 850 92 59 758 614 144 594 564 543 512 489 79 410 83 47 327 71 46 256 235 47 188
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=31
num_cat=0
split_feature=19 12 19 18 20 5 23 20 8 12 19 17 22 2 12 9 20 21 2 2 21 20 20 19 17 17 20 20 23 17
split_gain=2.07437 5.96955 2.65796 5.9495 3.46025 10.5346 6.09942 3.14918 7.51344 7.3602 9.60629 16.5685 19.3575 7.57933 14.0029 6.88502 6.80471 8.00715 6.66369 6.39953 6.87631 6.33229 8.83963 5.83164 5.81593 11.1051 9.13124 7.49103 8.86329 9.01586
threshold=2.2243398023378238 328.96553085756335 1.9198553034328163 1.686383932129305 4.8311391796651 122.92247500101404 0.29281094875093655 3.563695975266818 1993.7869318181822 370.23055470095989 1.2397090679220584 1.1272576412718793 0.084727541102015372 497.57877239180749 1854.9951818160937 205.51113004287132 3.0700994159780555 0.19107351648235341 549.53142940098439 333.24990376165385 0.45690514147188738 3.0947063371613859 3.1317964465602697 1.3756237206576623 0.92536793743778156 0.92901118751824008 2.5157963828108731 2.0944977636990676 0.69912393414471452 0.8797971114989861
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 7 -6 -7 16 9 -9 11 13 -13 -11 -15 -14 24 -18 19 -12 -21 -19 -23 -22 27 -26 -27 -1 -29 -30
right_child=1 -3 3 -5 5 6 -8 8 -10 10 18 12 15 14 -16 -17 17 21 -20 20 23 22 -24 -25 25 26 -28 28 29 -31
leaf_value=-0.026724385411944242 0.060666516454269494 -0.010422079554862447 -0.044940370975471128 0.0092672952369321129 0.077683102339506149 0.038129982110112905 -0.033654109658352263 -0.056907585808349884 0.044055459335446356 -0.11013258123262362 0.038686120110963076 -0.069677187928131643 -0.00022172179163956063 0.017060082924106847 -0.091057457208633424 0.060163905684437073 -0.040163347363471991 0.061543668902689412 0.045021166015847977 0.027710058474137142 -0.074849379580953848 -0.038354333772741521 0.019994488068316 -0.0088351153070107113 -0.064520138555339404 0.0014071756115030881 -0.011396718791798287 0.0059336598016103952 0.010952349526709633 0.077447879432954572
leaf_weight=40 21 27 41 40 23 20 29 34 25 22 28 28 41 23 25 35 25 31 41 24 23 29 248 32 28 2653 705 154 38 44
leaf_count=40 21 27 41 40 23 20 29 34 25 22 28 28 41 23 25 35 25 31 41 24 23 29 248 32 28 2653 705 154 38 44
internal_value=0 0.0206792 -0.000219165 -0.0181712 0.000107748 0.021852 -0.00435448 -0.000250018 -0.00893674 -0.0126581 -0.00798579 -0.0239154 0.00140082 -0.0615282 -0.0392511 0.0275874 0.000578427 0.0142646 0.0107423 -0.00239259 -0.0169521 0.0186825 0.0138858 -0.0364411 -0.000666114 -0.0018039 -0.00128096 0.0132924 0.0200749 0.0466329
internal_weight=0 48 4529 81 4448 72 49 4376 381 356 322 174 104 70 48 76 3995 333 148 107 79 308 277 55 3662 3386 3358 276 236 82
internal_count=4577 48 4529 81 4448 72 49 4376 381 356 322 174 104 70 48 76 3995 333 148 107 79 308 277 55 3662 3386 3358 276 236 82
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=31
num_cat=0
split_feature=4 8 26 26 18 9 16 24 8 1 1 23 1 1 11 16 1 19 23 13 11 1 13 13 23 23 29 19 19 27
split_gain=1.97035 2.23331 2.06555 6.695 7.17566 6.74247 6.41439 12.035 32.2109 8.15562 11.7286 7.01995 8.25387 11.6078 10.2806 8.56398 7.81943 10.0535 10.9566 8.56119 7.75306 6.09626 7.06666 12.5243 7.26369 9.009 5.34861 5.00983 8.09792 4.29407
threshold=1521.8274410774413 1961.6005847953218 7.5000000000000009 8.5000000000000018 1.415916988621996 165.13917120387177 555.05000000000007 -0.035439804614760199 1059.1942429517871 1110.030498098806 996.95870939019562 0.76347520457887785 649.51613171794327 763.04005491059831 571.08949369197455 421.62500000000006 597.40235643468566 1.3206200633772334 0.32862429950699407 88.436136111396408 196.68692191523078 523.07061051891753 155.2950793882799 140.54905782949413 -0.23254320817798968 -0.021236204832268121 85.000000000000014 1.0637829218406505 1.1897230879966687 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 9 -8 -9 10 11 12 14 -14 16 -15 17 18 19 -5 -20 22 23 24 29 -26 -17 -10 -29 -21
right_child=1 -3 3 6 -6 -7 7 8 27 -11 -12 -13 13 15 -16 26 -18 -19 20 21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0010298811039171694 0.04255685959335255 -0.0031340106483548884 0.022022558883763851 -0.041248872918742047 -0.067390829922053322 -0.026288242222597971 0.024455088921734747 -0.10911465807793996 0.026031876325999438 -0.059426743816584353 0.075578997632407621 -0.049026276171207431 0.05619525959824815 -0.039084578497391761 -0.069530788099481947 -0.0020078743994235994 -0.052702500730752944 0.059750032136517188 -0.0025042162361470135 0.00064281038939952853 -0.084690328842649862 0.048434640881360368 -0.011029158025713904 0.072597832030483658 0.049381580814120495 -0.0068503220212356806 0.062088559094168577 -0.052384501116143338 0.014688929418722789 -0.057945262843912299
leaf_weight=3401 23 20 40 35 29 104 53 39 38 20 23 25 68 33 21 30 25 31 22 29 24 38 140 35 56 58 23 36 36 22
leaf_count=3401 23 20 40 35 29 104 53 39 38 20 23 25 68 33 21 30 25 31 22 29 24 38 140 35 56 58 23 36 36 22
internal_value=0 0.0213053 -0.000202057 -0.00390005 -0.0220081 -0.0128686 -0.000636817 -0.0164712 -0.0310289 0.0035829 0.00529048 0.00302945 0.00491552 0.02532 -0.000946969 0.000907088 0.00184965 0.00463293 0.00091042 0.00606669 -0.0453839 0.0104478 0.00620217 0.0182641 0.00673876 0.0207724 0.0258076 -0.0033439 -0.0188478 -0.0246305
internal_weight=0 43 4534 1133 173 144 960 202 149 758 738 715 690 154 536 86 515 490 459 413 46 378 340 200 165 114 53 110 72 51
internal_count=4577 43 4534 1133 173 144 960 202 149 758 738 715 690 154 536 86 515 490 459 413 46 378 340 200 165 114 53 110 72 51
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=31
num_cat=0
split_feature=24 23 5 24 0 23 25 19 27 26 13 28 19 9 25 24 25 28 5 20 28 21 13 0 23 27 13 20 3 5
split_gain=2.00993 8.60887 7.44519 7.057 5.67621 5.33281 8.67992 5.68784 8.68321 14.1899 8.28669 7.31698 7.53546 5.99956 5.64801 4.61424 3.70356 26.2755 7.60167 3.6253 3.6061 5.19428 7.81286 11.9711 7.77258 7.07564 5.3523 4.59623 4.1737 4.55147
threshold=-0.047435604556090409 -0.10148445384337237 675.60336538461547 -0.044600215857621528 242.35561740890691 -0.39940232772414919 -0.08668356784847718 0.99322054890198996 7.5000000000000009 1.5000000000000002 132.00032981530345 18.500000000000004 1.0603004029253034 118.04971744365571 -0.082750618254147132 -0.066264370072252124 -0.068108603935455939 10.500000000000002 192.93235928440268 1.5151599933557471 25.500000000000004 0.47005471438572027 161.14279007831723 570.18580609621756 0.72731492538747988 3.5000000000000004 89.884941405185074 2.5342735016085811 1651.8993778816275 917.01043242853768
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 15 6 -6 8 9 -7 19 12 -9 -12 -14 -1 17 18 -5 -10 28 24 25 -24 -22 -23 -27 -28 -18 -30
right_child=3 -3 -4 16 5 7 -8 11 10 -11 13 -13 14 -15 -16 -17 20 -19 -20 -21 21 22 23 -25 -26 26 27 -29 29 -31
leaf_value=-0.010876654015321818 0.044772652991943891 -0.058102303718527162 0.045351569702227916 0.10769415619084613 -0.0074356438254148498 -0.018594229458407923 0.079482397240353761 -0.057749640941619877 0.042493300791829829 0.069501984268199743 -0.077561089485883722 -0.071650253870309544 0.047998802143189578 -0.012179986969567836 -0.018358184359485993 -0.072075680008327411 -0.0014135553868880281 -0.070715104653076691 0.030801943311881685 -0.0076820775659547915 -0.040619208015358226 -0.021364658725048818 -0.073525820896029478 0.031228494162981707 0.031710215477505702 0.021320616637097032 0.091710927594324643 0.033808523875016434 0.0085128693133592597 0.062202707808464763
leaf_weight=28 36 30 30 20 27 33 20 23 24 41 25 26 23 32 29 22 3675 22 36 36 39 21 20 24 24 61 29 26 75 20
leaf_count=28 36 30 30 20 27 33 20 23 24 41 25 26 23 32 29 22 3675 22 36 36 39 21 20 24 24 61 29 26 75 20
internal_value=0 -0.00635399 -0.00264886 0.00069112 -0.00635069 -0.00171153 0.0295508 -0.00674347 0.0034056 0.0302158 -0.0135513 -0.0259363 -0.0100888 -0.0408559 0.010992 -0.0378042 0.000303305 0.0218849 0.0582634 0.0123881 -0.000116067 0.0116656 0.0202735 -0.0163871 -0.0130651 0.0320477 0.0417172 0.0643389 -0.000878593 0.019816
internal_weight=0 449 419 4128 389 339 47 292 191 74 117 101 75 57 52 50 4092 78 56 60 4014 244 181 44 63 137 116 55 3770 95
internal_count=4577 449 419 4128 389 339 47 292 191 74 117 101 75 57 52 50 4092 78 56 60 4014 244 181 44 63 137 116 55 3770 95
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=31
num_cat=0
split_feature=8 13 2 21 2 20 12 1 2 20 18 13 0 8 7 18 0 20 21 24 24 13 0 1 12 26 13 20 20 8
split_gain=2.15573 9.57616 7.22015 6.91906 6.0397 6.90897 6.52721 5.28465 5.20681 4.74107 7.7706 10.1324 5.5129 3.86294 11.036 5.80588 9.68347 6.95815 4.95313 4.89804 5.35112 4.65715 9.36368 7.42543 14.233 13.476 10.9278 7.93031 7.4493 6.0849
threshold=2819.8023809523816 64.892280889000517 1684.1995027900548 0.51108274383339414 1769.3928367463493 1.9866830728779215 1480.6660500076703 1105.693033295315 1464.2525031260554 2.1814734710603916 1.0931122852813224 108.00102627257802 773.54419794273019 2581.7492668621703 2305.8195722061309 1.2013526810024637 549.2450028232638 2.5648175979829761 0.54826578081268151 0.86575316930963375 0.85631980861364421 64.37648956249825 379.00237453471965 373.30458792534597 1254.2510297048395 1.0000000180025095e-35 62.999077220033932 2.3022764154653417 3.7557060547776762 1579.9110968979855
decision_type=2 2 2 2 2 2 2 2 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 13 4 5 -3 -7 -8 -9 10 -5 -12 -11 14 19 17 -17 -15 -18 20 21 22 23 24 26 -25 27 -1 29 -29
right_child=1 3 -4 9 -6 6 7 8 -10 12 11 -13 -14 15 -16 16 18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.054424239521225298 -0.054311156960634092 0.060549454117250261 0.05314235506006159 0.0097622483968734745 -0.028855620312194033 0.055047098652500175 0.029825486016592812 -0.059678715192105464 0.0035623685239503781 0.039294874730209511 -0.11290450468659402 -0.021609880063202112 -0.027803595364093783 0.041176599458596863 -0.074479619562625887 0.052239320985972885 -0.0057851604531918253 -0.016631053457105603 -0.067216541813243005 -0.03357969303290511 0.041080601047724485 -0.00099457526867609064 0.054471734240756964 -0.08051470334713276 0.069109936195768815 0.013965069047278829 0.065576213727826668 0.029872926468895358 -0.052461803108453754 -0.025900689967804487
leaf_weight=30 39 33 26 26 30 23 28 23 30 24 20 31 25 91 20 20 35 27 21 43 32 3615 44 26 38 36 23 71 20 27
leaf_count=30 39 33 26 26 30 23 28 23 30 24 20 31 25 91 20 20 35 27 21 43 32 3615 44 26 38 36 23 71 20 27
internal_value=0 -0.00776026 0.000606927 -0.00156406 0.011784 0.0206831 0.00803325 -0.00531637 -0.0238819 -0.0192555 -0.0347296 -0.0574117 0.00506096 0.000283172 -0.00038114 0.0140659 -0.00749002 0.0279494 -0.0288219 -1.11097e-05 0.000353214 2.15912e-05 0.0116833 0.00473611 0.0137518 -0.0256555 0.00144999 -0.00851557 0.00315613 0.0145067
internal_weight=0 332 4245 293 167 137 104 81 53 126 77 51 49 4219 4025 194 76 118 56 4005 3962 3930 315 271 209 62 171 148 118 98
internal_count=4577 332 4245 293 167 137 104 81 53 126 77 51 49 4219 4025 194 76 118 56 4005 3962 3930 315 271 209 62 171 148 118 98
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=31
num_cat=0
split_feature=14 22 12 27 4 8 8 13 13 21 12 12 10 25 8 14 1 7 0 25 29 10 14 12 12 13 13 8 13 12
split_gain=1.91229 8.71868 16.1317 9.24356 10.0916 8.15381 10.364 9.08969 16.4248 16.5341 24.0592 8.21116 11.5077 9.72765 8.16395 11.0327 10.7825 12.3039 9.43962 8.15617 13.6028 8.08253 19.4895 10.5773 8.07267 13.4243 18.1678 9.66323 9.46552 8.74443
threshold=0.055750743433461848 0.074347034411451865 592.04071319542038 8.5000000000000018 210.97775096144088 395.82621871929729 383.94556418973616 75.639147867722926 73.643279876990036 0.80496501425448286 1510.4570426333528 2235.7719564667314 505.47146480659484 -0.082750618254147132 444.2773208932494 0.24234003032250725 330.20547368029537 640.18479186202626 290.33222545353834 -0.032566388823639332 35.000000000000007 204.3062395502082 0.03909135344843228 1510.4570426333528 2797.8129125674045 114.65242292995946 132.00032981530345 615.74458369819047 115.19286179477729 2475.5701293507568
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 8 9 -7 -11 12 14 -13 -9 16 18 19 -16 -18 -21 22 23 -6 25 29 -27 -26 -29 -15
right_child=5 -3 3 -5 21 7 -8 11 -10 10 -12 13 -14 24 15 -17 17 -19 -20 20 -22 -23 -24 -25 27 26 -28 28 -30 -31
leaf_value=-0.098964171011043212 -0.0019026630792223318 0.0006053292746553674 0.03682952619274147 0.035211128025100784 -0.085832715280015362 0.026807318474166099 -0.061505752106507619 0.047708987827236593 -0.095614472741172435 0.021489136843857441 -0.13005481056869031 -0.052706121213348778 0.076632551697863122 0.085834977426566192 0.0098627573997827067 -0.031721885378162069 -0.001479757633060217 -0.01104493754254164 -0.06714385237544776 0.013448781635296265 0.099615651785554205 -0.0073859294490370006 -0.13189175986684859 -0.0078439404537160706 0.054079478319110953 -0.11407802876085044 -0.0091178629785142046 -0.057291583903133873 0.017886468629777722 0.00047090594967206324
leaf_weight=22 1059 2192 32 39 22 80 30 74 21 22 20 29 37 20 78 51 20 38 20 28 53 158 20 83 62 20 94 20 103 30
leaf_count=22 1059 2192 32 39 22 80 30 74 21 22 20 29 37 20 78 51 20 38 20 28 53 158 20 83 62 20 94 20 103 30
internal_value=0 -0.00180792 -0.0158766 -0.010713 -0.0163988 0.00231097 -0.00354462 0.0092422 -0.0139276 0.000133199 -0.0506746 0.0135064 0.0235122 0.00294474 0.0180828 0.0104705 0.0195498 0.0374597 -0.00585288 0.0557089 0.0698296 -0.0224176 -0.0414176 -0.0241844 0.00756902 -0.00858423 -0.0275319 0.0218887 0.0056624 0.0346165
internal_weight=0 2568 376 354 315 2009 1089 920 143 122 42 777 399 378 362 288 237 139 98 101 81 283 125 105 349 164 114 185 123 50
internal_count=4577 2568 376 354 315 2009 1089 920 143 122 42 777 399 378 362 288 237 139 98 101 81 283 125 105 349 164 114 185 123 50
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=31
num_cat=0
split_feature=28 16 4 12 17 17 0 12 15 10 7 28 15 9 21 15 1 10 17 17 13 9 0 17 6 15 4 4 22 21
split_gain=1.99593 5.3259 4.35246 3.52014 2.4391 10.5103 9.30942 7.72465 10.4966 7.76306 9.11741 7.46046 8.22795 6.91904 10.0781 11.2547 9.28066 7.30252 10.9309 11.0702 9.30577 9.10356 12.4862 10.7055 9.1994 8.96972 7.71258 7.56595 9.37891 7.32721
threshold=28.500000000000004 546.05000000000007 523.50345622119823 1961.9478636227786 1.0124387542902025 1.0075705502063956 555.22916666666686 2324.9670210596178 1378.1000000000006 139.37500000000003 1937.0391429411573 5.5000000000000009 2186.2000000000003 187.53606229461354 0.94900449441910617 1587.1499999999999 1067.1714150219334 217.63418430884187 0.93312261576613975 0.95218520213388025 63.998570407433888 266.13533394399434 184.91484607745784 0.86374633949890589 154.98428475222804 1422.3999999999999 207.51953244483289 679.95413797496701 0.13927798097251579 0.44300924022824972
decision_type=2 2 2 2 2 2 2 2 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 7 -7 13 -9 10 -10 -11 -13 14 15 -1 -17 18 21 -20 -21 23 24 -15 -23 -19 -22 28 -27 -25
right_child=1 -3 -4 -5 -6 6 -8 8 9 11 -12 12 -14 17 -16 16 -18 25 19 20 26 22 -24 29 -26 27 -28 -29 -30 -31
leaf_value=0.061625379118234375 -0.0056089300301767168 0.051917966927781146 -0.037254807048223239 0.04741737788454408 0.0012065529135228668 -0.0065229983785404615 -0.091988299340009697 -0.088673107400536536 0.057148417328985839 -0.00060187191185024052 -0.011340824335620002 -0.022738592068736369 -0.10583235997367989 -0.011261682974737744 -0.022065006973950762 -0.02774610840715468 0.042240502069047482 -0.016457697816346727 -0.060132112212930668 -0.076736284289509071 -0.061024546339398335 -0.027560928904197438 -0.053306086561219261 0.073530842129673285 0.063889025854454801 -0.011515527361282899 0.0039046150199334387 0.00065166933615858275 0.051749182525478922 0.018776101663846662
leaf_weight=67 31 27 22 21 3143 26 25 20 26 36 77 26 22 86 46 40 36 97 66 20 21 22 55 35 22 31 142 112 96 81
leaf_count=67 31 27 22 21 3143 26 25 20 26 36 77 26 22 86 46 40 36 97 66 20 21 22 55 35 22 31 142 112 96 81
internal_value=0 0.0139017 3.08426e-05 0.0158055 -0.000313688 -0.00389817 -0.0484178 -0.00212711 -0.0198166 -0.0124522 0.00594772 -0.0350141 -0.0608232 0.00127914 0.0186493 0.0317463 0.00540544 -0.00242624 -0.00952215 -0.0250221 -0.0123595 0.00330007 -0.0215416 0.0154749 0.018164 0.00918908 -0.00446049 0.019598 0.0363066 0.0352969
internal_weight=0 101 74 52 4476 1333 51 1282 207 187 103 84 48 1075 189 143 76 886 550 249 183 301 99 202 44 336 163 239 127 116
internal_count=4577 101 74 52 4476 1333 51 1282 207 187 103 84 48 1075 189 143 76 886 550 249 183 301 99 202 44 336 163 239 127 116
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=31
num_cat=0
split_feature=27 20 14 16 14 18 20 6 18 7 20 11 11 11 6 16 23 9 11 2 23 15 7 15 18 20 9 26 14 20
split_gain=1.91481 16.9281 21.2852 9.09529 8.06969 7.39344 6.16441 14.2081 8.38488 9.09596 5.90017 5.86753 7.05854 8.17047 13.3826 10.6486 8.21356 7.40731 9.55538 10.5724 13.5899 7.7954 7.35242 7.57093 8.82199 7.5071 13.403 6.63268 6.21486 5.96498
threshold=8.5000000000000018 1.603371627082782 0.34143921498414614 83.500000000000014 0.46475837357799826 1.3935587848319979 4.1525518299959154 130.11697819178997 1.0870633899311259 2305.8195722061309 3.907599281725584 76.44623132145567 96.136226572795906 130.50161141804793 190.85707428498745 201.12500000000003 -0.08843659794696232 446.50000000000006 533.14619526300237 952.84082617355887 0.65056890545695611 516.00000000000011 310.02535490408189 870.30000000000007 1.3798270027136328 3.1317964465602697 181.71085693967055 7.5000000000000009 0.0016299821534800716 2.1760210381488085
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 6 -3 8 -8 -5 10 11 -10 -13 16 15 -15 -14 18 19 20 21 -16 29 24 -24 26 27 -25 -21 -23
right_child=1 3 -4 4 -6 -7 7 -9 9 -11 -12 12 13 14 17 -17 -18 -19 -20 28 -22 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.001119447642097192 -0.017613204694803684 -0.08777838830370456 -0.13409893959760666 0.046850160328727783 0.050929435094197596 -0.012313527714561772 0.099214694239199167 0.0053218049051924551 -0.042400046088732782 -0.07118830627761781 -0.039207373905394763 0.048027956341543505 -0.0012230769271735808 0.013830660494850645 0.052374381022084332 0.083952037733979523 -0.070408485981170096 0.024390838708802078 -0.066037455307585854 0.002196836613473438 -0.091538240443915134 -0.012650152742862703 -0.016122933989390732 0.037928194801012678 0.064081208803690975 0.020890902414579283 -0.064670439882605679 -0.03641716906800866 0.078252035243944695 -0.073978509291492661
leaf_weight=3522 62 20 21 33 33 37 20 83 32 20 42 31 37 67 21 32 32 76 28 21 20 35 24 30 32 44 51 20 22 29
leaf_count=3522 62 20 21 33 33 37 20 83 32 20 42 31 37 67 21 32 32 76 28 21 20 35 24 30 32 44 51 20 22 29
internal_value=0 -0.00373715 -0.0470855 -3.55948e-05 0.00237877 -0.0387924 0.000562244 0.0235534 -0.00247767 -0.00465973 -0.00282699 -0.000593106 0.00145877 -0.000865941 0.00318945 0.0364962 -0.0333091 -0.0040895 -0.00983089 -0.00532149 -0.011846 -0.00627312 -0.0109207 -0.0015216 0.029708 -0.0135827 -0.0286009 0.00819005 0.0411088 -0.0404396
internal_weight=0 1055 83 972 915 57 882 103 779 746 726 684 652 621 552 99 69 453 377 349 306 286 265 201 56 145 101 50 43 64
internal_count=4577 1055 83 972 915 57 882 103 779 746 726 684 652 621 552 99 69 453 377 349 306 286 265 201 56 145 101 50 43 64
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=31
num_cat=0
split_feature=5 25 23 22 13 16 23 13 11 23 1 17 17 25 7 21 21 22 22 16 28 7 3 25 23 5 11 17 5 17
split_gain=1.79242 8.18249 7.48138 7.27664 7.3349 10.0909 11.8726 7.7539 6.32254 9.3715 8.54445 7.29097 9.14968 6.37826 6.29434 11.2888 13.8272 9.62705 13.1667 10.1919 11.5073 7.78681 7.29387 6.97714 10.322 7.21096 6.06697 8.37869 9.82542 6.22055
threshold=258.83398357130341 0.759435190397869 -0.39940232772414919 -0.27655576411233229 64.37648956249825 338.82499999999999 -0.047359656037094917 65.004592673647053 178.041380482829 -0.23254320817798968 330.20547368029537 1.2171313973632094 1.1861606625647316 0.80281636464320461 1891.4246865940988 0.30853595225668823 0.41777668747883973 0.23992171154121442 0.26186296737593723 312.70000000000022 4.5000000000000009 2288.181185486394 1283.6882406600794 0.56547636272926238 0.52545582163212456 282.98840129031544 248.72078830304025 1.3133888386685011 215.29267068988176 1.4250265229388288
decision_type=2 2 2 2 2 2 2 2 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 -5 -7 -6 -1 10 -10 12 13 -11 17 -16 21 22 19 -19 -21 -17 -9 24 -20 -25 27 -13 29 -29
right_child=1 -3 3 4 7 6 -8 14 9 11 -12 26 -14 -15 15 16 -18 18 23 20 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.0016739406877585086 0.060692119190380693 0.0566365112654037 -0.039544612059200353 0.081332912675484467 -0.042563844150750013 0.05774299807846546 -0.049913678371480537 -0.00034862636780002789 -0.0070923253607291445 -0.0064910038243475802 -0.085415237918496145 0.043109963211463764 -0.063912050261655279 -0.057731239726910223 -0.077904324746244438 0.0029265860807341105 -0.016148895883515223 0.0056188050125326426 0.0093027107648424104 0.038013503365218637 0.1452854184806347 0.087062892012975443 0.046460564933059847 0.0034850223256008965 -0.062690561947723239 0.07591475451503088 -0.044699467513710262 -0.068471092658794738 0.029491903538268711 -0.0064445965946270311
leaf_weight=1478 21 27 44 27 41 20 21 1591 26 370 30 64 34 26 24 22 232 21 117 20 20 22 34 28 24 27 20 22 63 61
leaf_count=1478 21 27 44 27 41 20 21 1591 26 370 30 64 34 26 24 22 232 21 117 20 20 22 34 28 24 27 20 22 63 61
internal_value=0 0.00189883 0.00127153 0.000737127 0.00151076 0.0338627 0.00260177 0.00052114 -0.0020624 -0.00977514 -0.049051 -0.00644264 -0.0141295 -0.00985526 0.00133071 -0.0121216 -0.00640136 0.00347507 0.0214595 0.0620323 0.0916495 0.0449947 0.000630766 0.00883226 -0.00295146 0.0390414 0.00792849 0.0129407 -0.000284209 -0.0228854
internal_weight=0 2383 2356 2335 2291 68 41 2223 2194 716 56 660 430 396 2182 300 276 1882 257 61 40 44 1625 196 141 55 230 210 146 83
internal_count=4577 2383 2356 2335 2291 68 41 2223 2194 716 56 660 430 396 2182 300 276 1882 257 61 40 44 1625 196 141 55 230 210 146 83
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=31
num_cat=0
split_feature=27 10 2 25 19 7 15 17 25 10 11 7 21 10 19 15 25 21 10 10 24 17 2 11 15 29 14 10 19 19
split_gain=1.95438 5.89236 12.8753 4.87549 4.75441 8.50802 15.2295 8.12688 11.9415 9.44457 9.47227 6.99794 7.43184 9.37693 10.6832 8.46758 7.11371 8.21251 6.96287 7.54369 20.2075 6.88587 6.84686 6.81664 6.73435 6.30958 5.88093 5.58955 8.8637 8.3577
threshold=6.5000000000000009 685.01207000858233 1096.9007116332896 -0.10451721513296083 1.2158357935475805 1907.8925041828854 2023.3499999999997 0.98584997145102171 0.75070864163331652 685.01207000858233 1138.8420289855073 1353.3040589210284 0.31807810125880126 214.67479603486393 1.4325281018773535 1125.0000000000002 0.82060385219847942 0.24272401266259522 577.78368794326252 432.99901472230425 -0.0097585497911600993 1.0819008568779422 514.56226123542467 186.12167826029716 2815.3499999999995 85.000000000000014 0.00019082945492295673 255.80109567241868 0.90911974889181335 0.9511535937563611
decision_type=2 2 2 2 2 2 2 2 2 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 11 -7 8 -2 18 -11 12 -6 14 15 -14 17 -13 19 27 -21 -15 23 -16 -10 26 -8 -9 -29 -30
right_child=4 2 -4 -5 5 6 25 9 24 10 -12 16 13 21 22 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.049301267253315968 0.096540095106415133 -0.020980916122595471 0.068296407674040119 -0.0029637388652386772 -0.049319291533902292 -0.10534123097147262 0.01057561792433262 0.0028460410378852523 0.043863964138616776 -0.079486489571906904 -0.0032070157827991178 0.081966459117829807 0.010486688381777361 -0.012505564371728013 -0.010271875869769317 0.070413631704208016 -0.038710712167349733 0.014200676099146501 0.054876913626988738 0.040688015498347919 -0.083811330766184258 -0.069301814436912537 -0.05166048731654882 0.039447010010480885 -0.0262239937348148 0.010111332864811024 -0.054377644535397063 -0.023406268987390733 0.087313125549775106 0.021840013366818314
leaf_weight=23 23 30 35 1780 38 21 20 1498 29 27 41 20 65 74 130 37 22 169 27 22 32 30 30 35 26 60 46 36 23 128
leaf_count=23 23 30 35 1780 38 21 20 1498 29 27 41 20 65 74 130 37 22 169 27 22 32 30 30 35 26 60 46 36 23 128
internal_value=0 -0.00248846 0.0270915 -0.00355484 0.00171592 -0.00477279 -0.0264989 0.00442068 0.036034 0.00307617 -0.0334945 0.000140668 -0.00705279 -0.00304748 0.00600143 0.0322249 0.0151071 0.0213717 0.00448432 0.00370192 -0.0330894 -0.0288891 -0.00771545 0.000274554 0.0107315 -0.0133586 -0.0346948 0.00488099 0.0211823 0.0318127
internal_weight=0 1868 65 1803 2709 797 147 1912 78 1834 68 650 439 401 297 102 211 189 1766 1739 54 104 195 165 55 126 66 1685 187 151
internal_count=4577 1868 65 1803 2709 797 147 1912 78 1834 68 650 439 401 297 102 211 189 1766 1739 54 104 195 165 55 126 66 1685 187 151
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=31
num_cat=0
split_feature=19 15 19 19 0 0 6 0 15 8 15 15 0 19 8 9 1 20 16 16 6 20 0 9 7 13 15 26 16 1
split_gain=1.89221 3.32321 2.14263 6.47003 6.05946 20.2037 5.15173 4.89196 4.55298 7.85032 5.23392 35.1739 12.7051 12.6208 9.49679 8.22113 9.09796 8.13344 8.11302 8.34283 8.06521 7.58127 6.62539 6.6644 6.46727 6.80315 5.46009 4.98713 4.71662 4.5724
threshold=2.2243398023378238 537.87500000000011 1.2871473404948206 1.2531806841171416 484.67738775510207 322.66254940711468 189.82278779023258 889.21590909090912 581.25000000000011 407.30098213803905 1345.95 1378.1000000000006 242.35561740890691 1.4521986568651124 1008.9883327566987 424.07151095732416 364.55059714211012 2.7745098384908213 236.32500000000002 360.90000000000003 532.13038548752843 2.6897304260941683 563.5809741758568 214.59229390681006 1586.9705776819244 80.859962124030162 1798.45 4.5000000000000009 366.85000000000008 291.4020726955369
decision_type=2 2 2 2 2 2 2 2 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 -6 9 -4 15 -12 13 -13 -14 16 17 -10 -18 -20 -21 -17 23 -16 27 -26 -24 -25 -28 -19
right_child=1 -3 8 4 7 -7 -8 -9 10 -11 11 12 14 -15 22 21 18 29 19 20 -22 -23 26 24 25 -27 28 -29 -30 -31
leaf_value=6.7292827633015038e-05 0.049585687386847682 -0.0034548747801670327 -0.010904346102789203 0.0084565538997677242 0.059485487297177321 -0.055099441260099413 0.073646630677911981 0.00096736192936077716 -0.043065916062206833 -0.079899256415665157 -0.12966177528319153 -0.11324334697797896 0.054247461861814374 -0.00090094760525971651 -0.020195894000882453 -0.071278762578964247 0.081687065758914865 -0.0024184823898661021 -0.023012203891431132 0.068614289264839437 -0.004146178716793656 0.011323555782437326 -0.058248506873272932 -0.019481654040515425 0.090042708329856391 0.023347776644648269 -0.045812188018241835 0.035220086038112643 -0.0015563761605553224 0.026502339151210905
leaf_weight=3304 21 27 94 22 50 35 27 20 37 20 23 20 32 20 55 25 27 164 31 39 25 20 26 50 20 65 29 25 142 82
leaf_count=3304 21 27 94 22 50 35 27 20 37 20 23 20 32 20 55 25 27 164 31 39 25 20 26 50 20 65 29 25 142 82
internal_value=0 0.0197504 -0.000209322 0.00100115 0.0210367 0.00292884 0.0443776 0.042766 -0.00411764 -0.0230087 -0.0018673 -0.00883452 -0.00309273 -0.0570721 0.00177028 0.00598244 0.0104879 0.000647074 0.0333154 0.0195676 0.0401922 -0.0345666 -0.00230562 0.00983305 0.0201555 0.0390407 -0.0155534 -0.00124774 -0.00906175 0.00722179
internal_weight=0 48 4529 3458 154 84 49 70 1071 114 957 507 484 40 444 450 405 283 122 95 64 45 412 215 160 85 197 75 171 246
internal_count=4577 48 4529 3458 154 84 49 70 1071 114 957 507 484 40 444 450 405 283 122 95 64 45 412 215 160 85 197 75 171 246
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=31
num_cat=0
split_feature=28 29 29 14 29 9 17 19 19 17 16 12 13 24 28 8 23 13 24 23 19 18 8 28 25 9 28 23 14 25
split_gain=1.69016 5.36182 2.16005 9.40921 7.25426 13.664 6.61571 7.75184 6.74276 5.57255 4.92675 14.2461 9.38962 8.14474 17.0283 15.9313 10.5553 10.0481 7.10344 14.1928 10.7915 8.42173 8.12769 6.94867 11.7803 11.7439 6.92575 8.92649 18.4829 14.634
threshold=29.500000000000004 105.00000000000001 105.00000000000001 0.36864204732504352 125.00000000000001 148.42895574542169 1.776389608649054 0.88017956029977107 0.72013433952149652 1.1613743991291876 582.25000000000011 824.41158046841861 142.99929627023226 -0.044600215857621528 10.500000000000002 923.99885222381647 0.45244128293924701 95.973357255835211 -0.047435604556090409 -0.18299469130686416 0.8386161803580241 1.2825883354319709 395.82621871929729 6.5000000000000009 -0.095795261668010764 114.56821265427998 2.5000000000000004 -0.024962799755799167 0.0076473173609353032 0.27030371427045763
decision_type=2 2 2 2 2 2 2 2 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 5 -4 8 -8 -1 -7 18 -12 13 -13 15 17 -17 -15 19 21 -21 -6 23 24 -23 -25 27 -20 -29 -30
right_child=1 -3 4 -5 10 9 7 -9 -10 -11 11 12 -14 14 -16 16 -18 -19 26 20 -22 22 -24 25 -26 -27 -28 28 29 -31
leaf_value=0.05396651838506971 0.052234190640350189 -0.013938435345888137 0.10350778086110951 0.065619900161400443 0.042061539406755138 0.038584159481156947 -0.071379280015826232 0.0089940148172900081 -0.0030048514520908225 -0.03181343632326885 0.063953783929348001 0.011302340863798948 0.0058351595962077988 -0.059741182690486318 -0.0042375875968072149 0.020565170220409833 -0.067165124348684921 -0.15767649120905183 0.010923470597879048 -0.021950651178101327 -0.10060627669131815 -0.035361923701290425 0.047816642610864213 -0.00023732903297059239 0.056427377407197603 -0.07896582094642024 0.008489484556085709 0.010164105660254949 -0.020666729849155831 -0.096099704126941007
leaf_weight=21 24 25 20 20 42 23 30 20 1932 22 25 46 147 20 90 24 32 22 161 53 26 29 22 40 27 36 1385 103 69 41
leaf_count=21 24 25 20 20 42 23 30 20 1932 22 25 46 147 20 90 24 32 22 161 53 26 29 22 40 27 36 1385 103 69 41
internal_value=0 0.0184726 -0.000199903 -0.00263034 0.00176288 0.0347338 -0.00331182 -0.03923 -0.00239226 0.00416756 0.000884558 -0.00917312 -0.0139715 -0.0264141 -0.0356426 -0.0644839 -0.0295664 -0.111041 0.00289214 -0.0120539 -0.0478373 0.00236904 -0.00845619 -0.017835 0.00889363 -0.0375298 0.00522878 -0.00684628 -0.0202779 -0.0487827
internal_weight=0 49 4528 2023 2505 65 2003 50 1953 45 2440 406 381 234 188 98 56 42 2034 275 79 196 154 132 56 76 1759 374 213 110
internal_count=4577 49 4528 2023 2505 65 2003 50 1953 45 2440 406 381 234 188 98 56 42 2034 275 79 196 154 132 56 76 1759 374 213 110
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=31
num_cat=0
split_feature=8 8 25 23 2 24 5 14 8 12 18 13 23 17 21 14 24 5 14 10 25 14 9 14 5 18 3 23 7 8
split_gain=1.71719 8.21231 14.2608 6.47045 7.70208 7.53158 6.27166 6.08528 6.38253 9.27241 6.02888 5.42417 5.47496 10.1661 7.81045 5.36599 7.34975 12.0611 6.82809 4.56905 11.3524 11.1762 5.8359 6.79121 7.44589 5.81286 5.7658 5.42665 7.69041 5.35137
threshold=260.3049942799683 228.6054566645476 -0.082750618254147132 -0.24919875514137094 854.41054122510457 -0.0711870176305993 519.4890606408851 0.062603667284879469 303.56495482205429 1787.5470131646928 1.3829092204342197 312.86587995241922 -0.22910292461947951 1.4109515225004821 1.3629349132022217 0.40782161537310657 0.00072634991799974192 594.49389534883733 0.86229221274204793 70.091462729724213 0.63780283395047987 0.063544984838433072 137.8824633999985 0.099161564769028515 84.195771688865207 1.7569273295057244 241.33030573047245 -0.19973776423164583 180.69809167580607 763.31530692845865
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -7 -9 -10 -4 12 13 -5 15 19 17 18 -17 20 21 -14 23 24 -21 27 -26 -24 -29 -30
right_child=3 2 10 11 6 7 -8 8 9 -11 -12 -13 14 -15 -16 16 -18 -19 -20 22 -22 -23 25 -25 26 -27 -28 28 29 -31
leaf_value=-0.0001880474389995139 -0.0015814865691196646 -0.10057951538297145 -0.054647254695494973 0.020984344494839512 -0.054076277480150259 -0.0010398569405078888 0.017490889843553303 0.009593511980188929 0.12192620259264242 0.042937597729975269 0.0093939746159832083 -0.041193137376103556 -0.085788760334253311 -0.069733288759986564 0.052304006111005254 0.049280911988141586 0.072011388562943632 -0.057766342411438625 -0.017780013043772091 -0.019678661014352526 0.033228516750610795 -0.0028471893048845234 0.03495806178381277 -0.0052396966144442562 0.090903254191983834 -0.032004562745036526 0.031559134612325582 -0.056051373898983008 -0.0078248423205490129 0.0019723501143321938
leaf_weight=563 59 23 21 21 24 25 25 23 23 42 49 32 33 30 29 49 23 21 22 21 26 32 43 77 22 59 64 25 732 2339
leaf_count=563 59 23 21 21 24 25 25 23 23 42 49 32 33 30 29 49 23 21 22 21 26 32 43 77 22 59 64 25 732 2339
internal_value=0 -0.0047355 -0.0322647 0.000792269 0.0174139 0.0273781 -0.0175624 0.0424985 0.0548674 0.0708874 -0.00981839 -0.000200536 0.000157088 -0.032379 0.000615849 0.000198079 0.0214502 0.0088099 0.0285015 -0.000505633 -0.0226176 -0.044956 8.93356e-05 0.0174073 0.0337047 -0.000907071 0.0467402 -0.000322569 -0.000812578 -0.000362897
internal_weight=0 656 93 3921 221 172 49 113 88 65 70 3700 3668 51 3617 3588 115 92 71 3473 91 65 3382 184 107 3198 86 3139 3096 3071
internal_count=4577 656 93 3921 221 172 49 113 88 65 70 3700 3668 51 3617 3588 115 92 71 3473 91 65 3382 184 107 3198 86 3139 3096 3071
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=31
num_cat=0
split_feature=15 15 8 11 0 19 19 15 14 14 14 6 19 3 19 7 19 15 14 3 8 0 16 28 25 13 13 11 8 14
split_gain=1.61572 9.38027 9.03785 9.58959 13.1174 7.22523 8.11447 6.39562 6.67215 5.34103 4.9234 4.7727 4.64258 8.97136 7.61369 4.23651 19.8166 4.31553 11.4831 10.3777 8.1551 8.01154 16.6348 8.76566 10.2408 8.82454 8.95369 8.18933 7.85876 8.39839
threshold=2617.9000000000001 2519.9499999999998 1815.5288697788701 170.1899081034563 779.28571428571433 0.97429667385017071 1.0098640559747905 2888.9000000000001 0.0072637068781296393 0.0038523404602769135 4.7475208353788495e-05 1290.5859167148644 1.1837542514177131 1485.6231805663838 1.1544163036669137 2305.8195722061309 1.0347835254600095 2083.7000000000003 0.0086651657989775359 634.23921429927498 1670.8324724904562 689.97763742152813 437.10000000000008 18.500000000000004 -0.050886225693916903 183.99969818760647 142.23818347326434 669.96879998222869 904.47520049179877 0.12811197649791625
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -4 -5 -2 -7 9 10 12 -9 15 14 -14 -8 17 -17 21 20 -20 -19 27 -23 24 -24 26 28 -1 -26 -30
right_child=5 2 3 4 -6 6 7 8 -10 -11 -12 -13 13 -15 -16 16 -18 18 19 -21 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00062421404855863465 0.053900880019726427 0.017785575998326142 -0.012163665593124746 -0.13575814728225982 -0.022598802521824838 -0.059863747460767627 0.02199455951226921 0.022241973628600441 0.051214650515466933 -0.027261350629851223 -0.015419784350699049 0.03410698526607054 -0.010657063285233798 0.06510079039091414 0.093878482411737033 0.040992636864001938 -0.072926763425002233 -0.045789395831525331 -0.013753171041607858 0.07147811365127564 0.0081486755594677111 -0.078442016358558964 0.044555864155292516 0.05425257427351815 -0.074438045893249843 -0.084691257065250769 0.027238422694305583 0.023361180624424563 -0.044541851207613947 0.035775884564803996
leaf_weight=3189 29 30 41 21 20 20 41 42 20 20 200 41 54 22 23 26 37 32 20 50 226 39 25 21 29 21 36 149 30 23
leaf_count=3189 29 30 41 21 20 20 41 42 20 20 200 41 54 22 23 26 37 32 20 50 226 39 25 21 29 21 36 149 30 23
internal_value=0 -0.000636347 -0.0291789 -0.0463611 -0.0805585 0.00554743 0.00237492 0.00532462 -0.00429581 0.0210781 -0.00888345 0.000164046 0.0279837 0.0112728 0.0478278 -0.000188006 -0.0259124 0.000228611 0.0112048 0.0471263 0.00145868 -0.000782113 -0.0190897 -0.00657755 -0.0143668 -0.0249644 -0.014335 0.000446434 -0.0325868 -0.00968698
internal_weight=0 4106 112 82 41 471 442 422 262 160 242 3994 140 76 64 3953 63 3890 328 70 258 3562 224 185 164 139 118 3338 82 53
internal_count=4577 4106 112 82 41 471 442 422 262 160 242 3994 140 76 64 3953 63 3890 328 70 258 3562 224 185 164 139 118 3338 82 53
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=31
num_cat=0
split_feature=27 22 23 0 15 9 6 29 14 1 10 21 18 23 6 26 10 22 22 23 21 10 16 6 18 15 6 27 22 26
split_gain=1.76062 5.80278 8.56313 7.32703 6.91162 6.6336 7.53075 18.2918 7.48538 9.52868 7.20836 7.86116 11.5435 23.374 8.6083 32.4132 16.0477 6.98918 6.65961 6.58562 6.16365 6.7083 5.47915 5.10755 5.00379 4.99838 4.92888 4.62318 10.4187 10.0579
threshold=6.5000000000000009 -0.18463373774079531 -0.3882191714750684 229.54116991557098 891.12500000000011 192.70258585256801 158.53762187367531 95.000000000000014 0.29066875093685091 247.16654345747415 133.85287050600058 0.66488374392452221 1.1826545323225461 -0.0029403379450024633 388.84496820558138 6.5000000000000009 175.4398106435107 -0.12147729010321683 -0.060007322281905529 -0.24777250368679235 0.64976442074452667 685.01207000858233 227.72500000000005 305.88655961938747 1.1336121975103959 1072.2999999999995 394.01376462491402 8.5000000000000018 -0.21269907922626163 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 19 8 7 -7 9 -3 22 20 13 24 15 16 -14 -16 -19 -5 21 -12 -8 -11 -13 -18 -25 28 29 -2
right_child=27 5 3 4 -6 6 10 -9 -10 23 11 12 14 -15 17 -17 25 18 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.01753250698356907 0.053175050893192556 0.082004087676222512 -0.070806859117565735 0.012442646661828108 -0.059769200287278626 -0.087936913441209241 0.0037017373074042167 0.013668601043723725 -0.0065667416308534832 0.0020048870685252739 0.0032290890370218852 0.017310471216152454 -0.060532704216462598 -0.13532538382070405 0.056545517641913012 -0.10742521649774384 0.010407186687613527 -0.048282215015395834 0.0087240632051265154 -0.0399822460890219 0.060479871361028587 0.046963886536557128 -0.043834185877592489 0.072125073773070023 -0.047707522734999661 0.064847805050130075 0.014285670020891464 -0.003543939627585624 0.002552364991751729 -0.0025880334332128458
leaf_weight=53 83 26 33 68 31 34 38 37 116 94 673 29 27 21 27 34 48 23 188 37 21 37 67 26 20 26 34 1055 1518 53
leaf_count=53 83 26 33 68 31 34 38 37 116 94 673 29 27 21 27 34 48 23 188 37 21 37 67 26 20 26 34 1055 1518 53
internal_value=0 -0.00236188 -0.0175383 -0.0285368 -0.0182801 -0.000315009 -0.00328762 -0.0349876 0.0132425 0.0260085 -0.00152789 0.000717247 -0.00979429 -0.0470569 -0.00280132 -0.0229722 0.00545747 0.00864018 0.00251011 -0.00603089 0.00708744 0.00550823 -0.0266307 0.0165547 -0.00922749 0.029535 0.0393494 0.00162864 0.00492796 0.0314438
internal_weight=0 1868 222 169 136 1646 1350 71 296 180 1279 1174 443 70 373 135 101 238 211 105 731 710 105 154 49 74 60 2709 1654 136
internal_count=4577 1868 222 169 136 1646 1350 71 296 180 1279 1174 443 70 373 135 101 238 211 105 731 710 105 154 49 74 60 2709 1654 136
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=31
num_cat=0
split_feature=20 10 0 1 4 4 20 13 18 13 14 18 18 13 18 12 28 20 13 4 28 0 28 20 6 18 15 14 18 13
split_gain=1.99393 4.20329 6.47782 2.22885 2.22332 7.07839 5.33083 4.93229 10.5255 7.247 8.09987 9.90215 8.04916 7.60486 13.6398 10.969 19.5864 7.23393 6.88025 6.65461 9.69396 6.61579 6.61259 6.49357 6.11449 6.40034 9.16971 5.6457 13.3809 8.83411
threshold=0.74708858580153792 44.201238643821291 308.64366091522885 234.25179123275197 255.02421345417039 261.88155275381558 4.3281862509643414 144.00591957542358 1.4587554898901918 112.00941824408757 0.39221613181060538 1.1038849016483798 1.3485624259880069 93.000298210735608 1.1252972696700951 1665.796014932607 11.500000000000002 1.9190584815847689 159.61518848156339 150.84855233853008 8.5000000000000018 181.14127535979503 4.5000000000000009 1.4158946330544964 220.93878067290669 1.0739477966114774 1662.5999999999992 0.00031009786424980465 1.2290385331600062 65.808625530241372
decision_type=2 2 2 2 2 2 2 2 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 7 -6 -7 9 18 10 13 -12 23 14 17 21 -17 -3 -9 20 -16 -15 -23 -11 25 -25 -27 -21 29 -29
right_child=1 4 -4 -5 5 6 -8 8 -10 12 11 -13 -14 15 19 16 -18 -19 -20 27 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0013763833488337697 0.0064859236287884417 0.0050845041658197131 0.072201565681025384 -0.045834272131323822 0.031685251543751444 -0.00013866623303145832 0.0307161205987397 -0.050325140578206633 -0.079648767873644832 0.055671657328493898 -0.014837681214240464 0.076318751619412359 0.050588299603402324 -0.054445141963660716 -0.077637989747745453 -0.018110529529204705 -0.1428257348551415 0.068503374840460124 0.0022005589559377556 -0.018191046853492786 0.002931804818633412 -0.025266400754451752 0.04437001835554838 -0.068980286587029691 0.03666859582066536 0.026086699933205781 -0.055037479030645708 0.09586274209008977 -0.0070403867615217068 0.017312324564994836
leaf_weight=20 60 35 20 20 74 3176 57 32 25 20 22 26 51 20 32 34 20 37 113 192 28 25 30 20 25 38 22 22 240 41
leaf_count=20 60 35 20 20 74 3176 57 32 25 20 22 26 51 20 32 34 20 37 113 192 28 25 30 20 25 38 22 22 240 41
internal_value=0 0.000195979 0.0229148 -0.0222289 -0.000211808 0.00110527 0.000405325 -0.00399926 -0.0197233 -0.00127162 -0.00529503 0.0345387 0.017108 -0.00782416 -0.00327485 -0.0299359 -0.0643013 0.0376748 -0.00939132 -0.00858723 -0.0400388 -0.00519283 0.0127171 0.0034481 -0.00649925 -0.0199892 -0.00365883 -0.00477493 0.00372638 0.0447426
internal_weight=0 4537 80 40 4457 3307 3233 1150 170 980 804 48 176 756 627 129 54 72 145 555 60 75 55 125 105 80 60 495 303 63
internal_count=4577 4537 80 40 4457 3307 3233 1150 170 980 804 48 176 756 627 129 54 72 145 555 60 75 55 125 105 80 60 495 303 63
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=31
num_cat=0
split_feature=19 28 17 17 14 29 23 29 19 2 19 3 0 19 0 14 27 5 11 28 19 28 29 11 11 0 5 0 2 27
split_gain=1.6713 3.24498 1.99226 4.2379 4.54975 3.57279 3.40976 5.08217 7.13301 9.23885 12.8485 9.03802 12.6074 7.35377 10.727 9.15418 8.43874 7.13893 9.34094 6.5938 6.982 6.45431 6.43827 5.91682 6.28531 9.52046 5.66395 5.7194 7.95795 7.93622
threshold=2.2243398023378238 13.500000000000002 1.0467782387267464 1.0541933260195016 0.21275545370452245 65.000000000000014 -0.31846717862454166 200.00000000000003 1.1501596562778549 1161.5288825757577 1.1402858214720517 1459.0789939388219 941.77171470444557 1.1864842096052541 440.19229441163117 4.7475208353788495e-05 5.5000000000000009 633.61080805234565 232.71585598398653 12.500000000000002 1.1942212280856987 3.5000000000000004 125.00000000000001 285.72372316802375 330.83438677632188 350.89834663328645 272.47110319181905 579.09256395470754 1157.272067219634 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 5 -4 -1 8 9 10 -8 12 -11 14 -10 16 -15 18 22 20 -17 -9 -16 26 -25 -26 27 28 -21 -29
right_child=1 -3 3 -5 -6 -7 7 21 13 11 -12 -13 -14 15 17 19 -18 -19 -20 23 -22 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=-0.040371999221194228 -0.0053554866033104749 0.046827434883876279 0.0092895885556936262 0.00078254630814975296 -0.012542733753269371 0.063854462467133999 0.013856456234490359 -0.017137161244446524 -0.038376042479649188 -0.13228925587165924 -0.065662586545714968 -0.0042472767493417184 -0.031937856779944512 0.070746124138434729 0.060800457770625753 -0.053235099418088794 0.0045974624860617846 -0.0050557376320163414 0.11108449727296831 -0.020398569030778635 0.001632952538260809 0.035728300449085919 -0.010421564556996931 0.043713812235676289 -0.071521178409457209 0.0060218733931450474 -0.071741994243601101 -0.01581858175026404 0.034145704982802276 -0.08712261381248633
leaf_weight=24 26 22 20 2796 22 30 93 34 24 21 26 31 31 30 30 24 54 30 20 163 689 72 22 28 20 76 23 37 32 27
leaf_count=24 26 22 20 2796 22 30 93 34 24 21 26 31 31 30 30 24 54 30 20 163 689 72 22 28 20 76 23 37 32 27
internal_value=0 0.0185617 -0.000196724 0.0013994 0.025354 0.0420285 -0.00295271 -0.0024041 -0.00387021 -0.0213782 -0.00351745 -0.0469857 -0.0724644 -0.00120911 0.0217757 -0.00361649 0.028222 0.035929 0.053006 -0.00600651 -0.000213938 0.0187715 0.0306681 -0.0161792 0.00202601 -0.0101329 -0.0241843 -0.019961 -0.0114477 -0.0459
internal_weight=0 48 4529 2868 72 50 1661 1637 1531 202 119 83 52 1329 126 1203 84 102 72 1119 713 106 52 406 124 96 282 259 195 64
internal_count=4577 48 4529 2868 72 50 1661 1637 1531 202 119 83 52 1329 126 1203 84 102 72 1119 713 106 52 406 124 96 282 259 195 64
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=31
num_cat=0
split_feature=20 13 20 10 20 20 3 20 13 21 15 1 16 28 15 3 29 20 10 8 1 9 0 9 16 0 28 11 16 8
split_gain=1.80041 5.94024 7.20446 4.60325 3.41358 1.84155 7.47126 3.27825 6.38578 9.24397 5.1366 3.66719 2.83434 5.66368 4.18674 10.6098 4.11286 3.75339 3.98991 6.834 4.92563 3.62135 3.66855 3.46263 2.9215 9.63058 9.79824 9.53654 3.20953 7.78974
threshold=4.6862551322908574 83.963878741334227 5.7113049819841244 163.54999905557366 4.5440817884711606 4.3281862509643414 441.68977223506175 3.907599281725584 71.99910516331849 0.51853088413871362 1770.3500000000001 305.18962845526613 112.50000000000001 22.500000000000004 1945.1499999999962 552.49349095693867 65.000000000000014 0.74708858580153792 46.452754656244274 102.06871690259835 263.51093234246662 123.29421248226645 163.24342105263159 69.164865147698819 134.32500000000002 217.20206127306605 15.500000000000002 178.041380482829 149.15000000000003 474.04605432709656
decision_type=2 2 2 2 2 2 2 2 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 -3 5 7 -7 12 9 -9 11 -10 13 14 15 16 -1 -14 20 -20 -19 23 -23 -18 25 26 -21 -27 29 -26
right_child=1 2 -4 -5 -6 6 -8 8 10 -11 -12 -13 17 -15 -16 -17 21 18 19 24 -22 22 -24 -25 28 27 -28 -29 -30 -31
leaf_value=-0.036398738007992502 0.04670442244836262 0.054629627880640332 -0.051392999155954883 -0.004916539463541798 -0.032860728717059827 -0.021733426391754462 0.05724046062864363 -0.085965662911534318 0.00063385354649079476 -0.0091637474096690607 -0.033769055656515633 0.051936431203714828 -0.04358843153342605 0.057183842236797011 -0.036479557882107438 0.071028736144304272 0.0080060633434051714 0.0029080516165898495 -0.046611422265414149 0.05326377119469855 0.056934802737776881 0.062443895488977434 0.0054767796769738201 -0.039848900648454831 -0.034457492418587213 -0.0073735499503807386 -0.032867909943684936 -0.095771638190616737 -0.00019217517178694404 0.037314945246062929
leaf_weight=25 35 20 22 37 32 23 25 25 38 42 26 22 20 24 21 25 54 45 32 28 27 20 26 21 20 26 25 23 3706 62
leaf_count=25 35 20 22 37 32 23 25 25 38 42 26 22 20 24 21 25 54 45 32 28 27 20 26 21 20 26 25 23 3706 62
internal_value=0 0.0124096 -0.00278437 0.0159769 -0.000316982 -8.19558e-05 0.0193988 -0.000295298 -0.0146753 -0.0378212 0.00335689 0.0194448 0.000224832 0.0113836 0.00565861 0.0108335 0.00052607 -0.000375642 -0.000159254 -0.000587497 0.0231681 0.00815516 0.0302451 -0.00539333 -0.000208894 -0.0169095 0.0126356 -0.0488665 0.000240807 0.0198095
internal_weight=0 114 79 57 4463 4431 48 4383 153 67 86 60 4230 216 192 171 146 4014 3994 3922 72 121 46 75 3890 102 53 49 3788 82
internal_count=4577 114 79 57 4463 4431 48 4383 153 67 86 60 4230 216 192 171 146 4014 3994 3922 72 121 46 75 3890 102 53 49 3788 82
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=31
num_cat=0
split_feature=5 16 7 7 21 0 8 25 24 7 5 18 2 5 21 18 11 25 0 19 16 13 21 2 5 6 21 25 6 6
split_gain=1.61476 9.2694 8.08229 7.82421 12.7224 5.10113 6.00383 4.92303 11.4493 4.16851 7.49494 16.981 22.2169 6.31254 5.33283 6.44915 5.57807 4.1324 6.71876 3.99568 8.80936 4.54471 3.62692 4.72785 4.58791 7.3183 10.6469 4.05288 4.33392 13.2644
threshold=107.41850490196079 253.15000000000003 107.14968731519437 1891.4246865940988 1.1517972530711147 403.28269100743756 309.86036999265281 0.023977401342859816 0.006803900425053906 125.83949997050023 128.88506258942451 1.4587554898901918 353.68856193036953 127.08779761904763 0.45690514147188738 1.3025170387682368 136.71223132901085 0.53081703586295459 174.21834159573328 1.2174332480808974 78.500000000000014 65.808625530241372 0.10762575991580679 200.28249369956458 149.18868291461067 146.16898980268056 0.94310617432007782 0.85949804152287068 212.64872993093937 206.59630856798398
decision_type=2 2 2 2 2 2 2 2 2 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 -3 6 7 8 -1 13 11 14 -13 -4 16 -16 -11 -8 -19 20 -9 -21 -12 -24 25 26 -25 28 29 -26
right_child=2 3 9 -5 -6 -7 17 19 -10 10 22 12 -14 -15 15 -17 -18 18 -20 21 -22 -23 23 24 27 -27 -28 -29 -30 -31
leaf_value=0.00015283957140387169 -0.052305943506459396 0.12242805868387224 0.058388849546511967 0.0045586012655450979 0.018754323751761996 -0.050047626775423328 0.047571449283812496 -0.006764117544258221 -0.075595627803235296 0.064255031049251551 0.036781309241497959 0.0037472965809601274 -0.131630101468828 -0.0064830213878303766 -0.052845180444419382 0.017537310525127078 -0.0023005414589801257 -0.028384174518287182 0.038542437969396513 0.0096113743196273669 0.074734228623232674 -0.052352286698296668 -0.041696917969319562 -0.074419346167705958 -0.0030124449430426838 0.025180712669434682 0.028764317487366499 0.032432433451853086 0.0005446282850033894 -0.050535082351416349
leaf_weight=56 30 20 30 49 29 21 37 36 31 20 27 22 27 30 30 23 34 30 30 29 21 20 27 20 431 154 20 37 3138 68
leaf_count=56 30 20 30 49 29 21 37 36 31 20 27 22 27 30 30 23 34 30 30 29 21 20 27 20 431 154 20 37 3138 68
internal_value=0 0.00599606 -0.000588385 0.0328144 0.0610701 -0.00245472 0.000991658 -0.00920886 -0.026838 -0.000213439 -0.000598427 -0.0220941 -0.0708484 0.0259529 0.00023257 -0.0223018 0.0223497 0.0212875 0.00507913 0.00526033 0.0232616 -0.0156799 0.000256579 3.39066e-06 0.000294473 0.0152821 -0.0228275 -0.000496926 -0.000831924 -0.00948848
internal_weight=0 409 4168 98 49 311 290 193 87 4138 4078 156 49 60 107 53 54 97 60 106 57 49 3922 3895 3868 194 40 3674 3637 499
internal_count=4577 409 4168 98 49 311 290 193 87 4138 4078 156 49 60 107 53 54 97 60 106 57 49 3922 3895 3868 194 40 3674 3637 499
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=31
num_cat=0
split_feature=22 22 22 9 8 7 15 22 12 15 14 15 15 22 15 2 2 24 14 0 19 24 22 12 27 0 6 6 25 11
split_gain=1.87506 2.86349 2.11917 2.21892 6.92323 10.2067 7.63154 5.94103 7.31774 5.43833 6.22928 7.27011 6.65122 5.38463 4.44748 11.6752 4.60067 4.29107 15.7019 8.661 7.92424 5.70182 4.31418 4.25359 4.21401 4.07862 4.49917 28.7585 7.72989 8.64654
threshold=-0.49147722270788768 -0.43159028081164641 -0.38796924581544606 80.346445448681393 270.60885444090547 107.14968731519437 757.22500000000048 -0.25831274540428245 1528.1807635821699 675.3749999999992 0.29985739625433244 350.50000000000006 508.50000000000006 -0.29818590707261472 299.07499999999987 195.5565635400379 219.86963471802815 -0.0043497687956888156 0.25428605256926362 206.0786152050197 0.73909523906975128 -0.024659062116446723 -0.082802840649233045 2606.6058684460554 9.5000000000000018 74.620535714285737 125.5438132440393 132.02446048118284 0.84503833265903405 83.42510371636881
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 5 -5 17 8 -6 10 -4 -12 -13 -10 -9 -16 -17 18 -7 24 -20 -22 -21 -8 -19 -18 28 -28 29 -27
right_child=1 2 3 4 7 6 23 14 13 -11 11 12 -14 -15 15 16 25 19 20 22 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.022420417940294424 0.028273780271410944 -0.024206914835506018 -0.025311845350925895 -0.068591304892493835 0.073174840483814479 0.045829003666128437 -0.020804027809451023 0.046190209780442748 -0.03271172166336328 0.052417117278449811 0.00068315862838918455 0.071922678364948797 -0.0011603450030088424 0.038981204242868855 -0.070987038605886954 0.048312502972548826 -0.040868938807398086 -0.038172412681723798 -0.081898792212208124 0.069915055430361209 -0.00058368963082549999 -0.058120501002607253 0.013345837134581345 -0.075083034214648348 0.013968874201659235 0.0054408687936223074 -0.11973900005221368 0.00051235039695342202 -0.00096668571357925732 0.089613071084022528
leaf_weight=37 36 36 55 31 25 35 42 21 20 26 136 33 20 22 23 20 24 31 24 28 61 24 26 22 31 23 20 3544 75 26
leaf_count=37 36 36 55 31 25 35 42 21 20 26 136 33 20 22 23 20 24 31 24 28 61 24 26 22 31 23 20 3544 75 26
internal_value=0 0.000182721 -4.18074e-05 0.000152898 -0.000412267 -0.0137737 -0.00852884 0.000822009 0.0303392 0.00894017 0.00430738 0.0129267 0.0443442 0.00484172 0.000298267 4.16143e-05 0.000479358 -0.000914421 -0.0124448 0.0133992 -0.0311566 -0.0168294 0.042678 -0.0394624 -0.0121018 0.000221636 0.000489037 -0.000162461 0.0192143 0.0501037
internal_weight=0 4540 4504 4468 4198 355 324 3843 67 270 244 189 53 42 3776 3755 3732 260 144 116 109 85 54 64 62 3712 3688 3564 124 49
internal_count=4577 4540 4504 4468 4198 355 324 3843 67 270 244 189 53 42 3776 3755 3732 260 144 116 109 85 54 64 62 3712 3688 3564 124 49
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=31
num_cat=0
split_feature=26 12 10 10 9 9 12 18 8 18 22 23 0 22 19 26 7 18 25 19 22 24 22 22 12 12 0 22 9 4
split_gain=1.65274 5.66 6.72007 5.43586 8.46426 5.95799 10.6683 15.4684 10.2604 10.197 7.65814 6.69901 8.53885 5.95401 5.8145 10.2125 6.43957 6.56277 6.67791 6.23213 5.88564 5.53025 5.41752 12.8651 9.78875 6.08393 6.90145 6.58658 5.11147 5.0967
threshold=7.5000000000000009 4176.0422490701085 854.70824454591582 72.714059089378296 98.936617660635861 152.7447850345782 1088.6408450704228 1.4425536429424406 886.42915263748603 1.5582910482112342 0.26936064168017271 -0.23254320817798968 298.7895536125173 -0.065941307170268929 1.1897230879966687 10.500000000000002 1609.5871727834899 1.1639097469362636 -0.0088173839418698736 1.2199403609216726 0.27305705889922066 -0.055631533174477485 0.071438515737482153 0.11609881223106452 2235.7719564667314 2797.8129125674045 563.5809741758568 -0.01666198696475293 228.68043951801917 174.28083800098088
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 11 8 14 -7 -9 -10 12 -5 -13 15 16 17 -8 28 20 -16 -14 24 -24 -17 -26 27 -27 -19 -2
right_child=3 -3 -4 5 -6 6 7 9 10 -11 -12 13 21 -15 19 22 -18 18 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.00092107598835053221 -0.054191123489290477 -0.040118586418755126 0.035851040748613221 0.041633444527784988 -0.081993922937129232 -0.092995390525087721 0.0069811676951999566 0.090902977160595616 0.024843137927353383 -0.00059534967655227298 -0.051965758418319401 0.070108392025129154 -0.0042385223679817638 0.016851990617418645 0.065427303818675384 0.04496073765792595 -0.077539212746545683 0.019444044096314391 -0.071789572962249318 -0.0057760101317623517 0.005237669846974314 -0.07323466922555652 -0.073367947613199549 -0.0022104453653130816 -0.030665953907201879 -0.038233725107940181 0.041402849834412336 0.03370494872331619 -0.04368246374972936 0.0042229031670396617
leaf_weight=3345 20 33 56 21 21 25 49 29 25 21 27 26 26 109 33 58 25 23 36 81 32 21 30 166 53 35 43 20 29 59
leaf_count=3345 20 33 56 21 21 25 49 29 25 21 27 26 26 109 33 58 25 23 36 81 32 21 30 166 53 35 43 20 29 59
internal_value=0 0.00109631 0.00149622 -0.00329374 -0.0255654 -0.00115839 -0.00487388 -0.00129381 -0.0403491 0.0524737 -0.0150384 0.014216 -0.0113798 0.0271088 -0.00506432 -0.00964676 -0.0308667 -0.0223498 -0.0386819 0.0127318 0.0357955 -0.0350666 -0.00115878 -0.0131019 0.0100415 -0.00337122 0.0113902 -0.0120742 -0.0157611 -0.0105655
internal_weight=0 3434 3401 1143 100 1043 840 763 77 50 52 203 68 135 713 567 162 137 88 146 65 47 405 196 209 151 98 55 52 79
internal_count=4577 3434 3401 1143 100 1043 840 763 77 50 52 203 68 135 713 567 162 137 88 146 65 47 405 196 209 151 98 55 52 79
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=31
num_cat=0
split_feature=22 11 16 14 16 28 6 0 25 25 2 15 13 5 28 16 16 10 25 22 10 22 5 9 26 8 9 22 7 15
split_gain=1.67152 2.35233 6.2691 11.3784 6.48915 5.00218 4.70194 7.58612 7.75042 15.103 5.04058 4.84889 4.66975 3.64756 7.76542 5.73594 8.31898 5.64643 11.862 8.0891 7.68747 5.43513 5.16137 4.65578 7.55577 7.07371 5.29877 4.88947 4.86537 5.76797
threshold=-0.49147722270788768 104.24185648872661 253.15000000000003 0.28522867847773176 210.07500000000002 4.5000000000000009 143.47693869726362 119.16597387173398 0.81784442972743665 0.75672315698146175 195.5565635400379 409.25000000000006 99.98113558461786 149.18868291461067 3.5000000000000004 204.20000000000002 112.50000000000001 70.091462729724213 0.086536882962743561 -0.075829460976161209 51.395990771515343 -0.23136061609809883 224.39876290335459 135.27011506000733 1.5000000000000002 444.2773208932494 108.69433366392404 -0.069673701065558855 293.00363357988994 594.7999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 7 -3 9 10 -9 -12 -4 14 15 16 -8 18 19 20 -15 -22 -23 24 26 28 -19 -28 29 -26
right_child=1 6 3 -5 -6 -7 13 8 -10 -11 11 -13 -14 17 -16 -17 -18 23 -20 -21 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.021168596810988479 0.0039105980287088829 0.026214304421510959 -0.036492070925587254 0.086284991074353459 -0.040925914230378897 0.029760181092440264 -0.050666672967019537 0.020437490632352624 0.012767954099745977 -0.11209586198357019 -0.068161741271615034 -0.015598459038624746 0.0168050486647657 0.0311633901162581 0.026803325397797447 -0.054472100650045013 0.022788953951335161 0.025988970275806347 -0.08210808937251568 0.033537602627701647 -0.002180891063424849 -0.029151178728188239 -0.093359870321693877 -0.00071841619779740512 0.0089195310324430479 0.069825485385954386 -0.066970317582176489 -0.0023307664692401885 -0.013052818302530795 0.061314049415180795
leaf_weight=37 253 36 31 24 37 73 21 23 42 22 26 54 35 22 145 22 58 23 25 36 31 31 21 3243 55 30 22 25 40 34
leaf_count=37 253 36 31 24 37 73 21 23 42 22 26 54 35 22 145 22 58 23 25 36 31 31 21 3243 55 30 22 25 40 34
internal_value=0 0.000172519 0.00700966 0.022701 -0.00180992 0.0117224 -0.000585305 -0.0154217 -0.0243971 -0.0368845 -0.02082 -0.0326815 -0.00822845 0.000190129 0.011975 -0.00931314 0.00326277 -0.000606761 -0.0186241 -0.00736811 -0.0213929 -0.0353235 -0.0550816 0.000254669 0.0140351 0.0260874 -0.013341 -0.0325876 0.0159158 0.0289354
internal_weight=0 4540 453 163 290 139 4087 203 167 125 103 80 66 3884 246 101 79 3638 166 141 105 83 52 3472 229 159 70 47 129 89
internal_count=4577 4540 453 163 290 139 4087 203 167 125 103 80 66 3884 246 101 79 3638 166 141 105 83 52 3472 229 159 70 47 129 89
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=31
num_cat=0
split_feature=19 25 13 5 23 19 19 17 22 18 10 24 23 22 13 6 17 0 25 25 20 10 10 4 17 4 22 13 0 18
split_gain=1.9614 2.39346 1.94546 3.572 3.22527 3.90558 3.87231 1.86839 2.74449 2.64699 3.88366 6.17299 2.16889 5.53722 6.32988 5.15606 4.51418 5.50179 3.68821 3.13738 2.04002 4.75769 3.54435 11.5495 5.58165 8.64882 5.16985 2.99647 3.04856 2.88548
threshold=2.2243398023378238 0.28869168570843329 59.064516129032263 238.82615972058969 0.74122821436255992 1.6579065415471186 1.3460347680077815 2.4723764237162906 -0.14598907615064757 1.9866027358753384 93.681974798188634 0.14410848255241462 -0.36294855023412959 -0.30831029693740691 89.884941405185074 136.9148694857889 1.5786312280118999 384.53571428571433 -0.08668356784847718 -0.063535868786169347 0.74708858580153792 41.077047010344181 70.091462729724213 417.11542491323547 1.3397146071974111 185.6633595912285 -0.047171107919649659 112.00941824408757 278.81008403361346 1.3756398592463179
decision_type=2 2 2 2 2 2 2 2 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 9 -9 12 11 -11 16 14 -14 -16 17 18 -4 -18 -15 -22 23 24 25 -23 27 28 -26 -24
right_child=1 -3 7 -5 -6 -7 -8 8 -10 10 -12 -13 13 20 15 -17 19 -19 -20 -21 21 22 29 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0020550391769834928 -0.0052118227595374699 0.039801575146891456 -0.021909579893817074 -0.046174242019653325 -0.038470828431573789 -0.020243640546057678 0.054008376386693938 0.048046641312539579 -0.0012262638049343457 -0.030218463906032202 -0.052824669720038124 0.038738799543075624 0.018806717954576016 -0.029382339022729711 -0.01099047473676148 -0.077058004367130783 0.051489496895590348 -0.047967815250158308 0.026476479165256025 0.0023302507400512697 0.039509253588414964 -0.07928160171955824 -0.00067587943087262349 -0.062177841605520569 -0.031780427513230181 -0.0038015318679667657 0.047697539610720319 0.023598533778479605 0.01691356809809804 0.0057017394307793739
leaf_weight=28 21 27 23 25 22 37 22 20 26 34 23 21 20 23 21 27 37 20 50 20 31 20 2810 38 36 63 30 33 20 949
leaf_count=28 21 27 23 25 22 37 22 20 26 34 23 21 20 23 21 27 37 20 50 20 31 20 2810 38 36 63 30 33 20 949
internal_value=0 0.0201082 -0.000213114 -0.0120827 -0.00426358 0.00438653 0.0226129 0.000148781 0.0201967 -6.32694e-05 -0.018319 -0.00388933 0.000270129 -0.000159801 -0.0284593 -0.0481535 0.0120818 -0.00149949 0.0112316 0.0342406 0.000314999 0.000484487 0.00018197 -0.0116001 -0.00208552 -0.0219895 0.0117971 -0.000304184 -0.0143897 0.000934219
internal_weight=0 48 4529 134 109 87 50 4395 46 4349 78 55 4271 4121 68 48 150 93 73 57 4053 4030 3999 240 202 83 119 89 56 3759
internal_count=4577 48 4529 134 109 87 50 4395 46 4349 78 55 4271 4121 68 48 150 93 73 57 4053 4030 3999 240 202 83 119 89 56 3759
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=31
num_cat=0
split_feature=20 13 20 10 20 19 17 15 15 17 28 2 2 10 7 15 19 22 8 29 19 20 22 10 26 11 3 9 9 2
split_gain=1.66518 4.83763 6.12005 4.03558 2.56928 2.90454 2.35529 4.82015 13.0376 11.9794 8.36714 9.41477 9.39426 5.19998 4.34375 5.09111 11.3124 5.3531 9.34159 12.4872 12.0289 9.42196 7.50589 6.3379 6.31017 6.49501 6.44555 9.47986 8.63764 8.13724
threshold=4.6862551322908574 83.963878741334227 5.7113049819841244 163.54999905557366 4.5440817884711606 2.2243398023378238 1.0467782387267464 891.12500000000011 1002.8750000000001 0.89501071639066321 24.500000000000004 333.24990376165385 195.5565635400379 187.9995566431185 588.59579948086741 1036.3500000000006 1.832897886752088 0.21025091053964409 1686.6648351648353 125.00000000000001 1.3520987547521939 1.8650912437288596 0.31791839750263712 133.02954399486194 1.0000000180025095e-35 227.946062992126 1337.733796870265 258.55871002598479 288.11419057116387 824.24119560307042
decision_type=2 2 2 2 2 2 2 2 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 -3 5 6 7 10 9 -9 11 12 -1 -14 -10 -16 17 23 19 22 -21 -20 -19 -17 25 -23 27 29 -29 -26
right_child=1 2 -4 -5 -6 -7 -8 8 14 -11 -12 -13 13 -15 15 16 -18 18 21 20 -22 24 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.03405178267170083 0.042883179794464793 0.051705694189295173 -0.046578333391384646 -0.0040481181840437488 -0.028538548783399165 0.033888157889246942 0.001464955016480906 0.10554077862983657 -0.048517006021436486 0.010004753864237242 -0.074057778033117458 -0.033020044814329595 0.081705480609976122 0.010458205109462142 -0.047403439626097679 0.031863838201993476 0.070961196330331627 0.0055524036443481842 -0.07070396631956101 -0.13005456237920696 -0.025374243894348975 0.034706636083087536 -0.056273498413739381 0.00043574355207020779 0.055410658006763293 -0.0097008776411695308 -0.028991952543193946 -0.072771709978580484 -0.0096959707695482809 0.0043556954616561852
leaf_weight=22 35 20 22 37 32 25 2791 21 21 35 24 80 21 20 25 77 21 72 20 21 23 87 27 385 36 53 99 25 165 235
leaf_count=22 35 20 22 37 32 25 2791 21 21 35 24 80 21 20 25 77 21 72 20 21 23 87 27 385 36 53 99 25 165 235
internal_value=0 0.0119344 -0.00177709 0.0155146 -0.000304845 -0.000100945 -0.000293802 -0.00333324 -0.00147792 0.0458308 -0.0194201 -0.0102501 0.0186641 0.0469507 -0.00338114 -0.00268979 -0.00185929 -0.00301343 -0.00766405 -0.0310095 -0.0753353 -0.00302737 -0.0113092 0.00567376 -0.00109375 0.0178952 -0.005841 -0.000869318 -0.0179954 0.0111379
internal_weight=0 114 79 57 4463 4431 4406 1615 1448 56 167 143 63 41 1392 1371 1346 1325 863 143 44 720 99 462 700 140 560 461 190 271
internal_count=4577 114 79 57 4463 4431 4406 1615 1448 56 167 143 63 41 1392 1371 1346 1325 863 143 44 720 99 462 700 140 560 461 190 271
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=31
num_cat=0
split_feature=27 22 8 22 9 12 19 19 22 8 8 16 23 0 25 15 19 12 8 27 16 15 19 20 25 15 8 2 22 2
split_gain=1.44613 4.81618 8.15909 4.92799 4.59472 7.6492 5.52962 7.61599 5.24694 8.46713 16.9167 15.2812 13.2175 26.6387 10.3711 8.73512 7.59595 10.3793 6.96185 10.7285 5.98817 5.51567 5.17648 6.21398 4.72812 7.59567 4.58514 4.21759 10.3646 6.80685
threshold=6.5000000000000009 -0.18463373774079531 444.2773208932494 -0.20915363638207496 192.70258585256801 357.35687470113425 1.061821203596782 1.0418282644101913 -0.13523308230131395 796.210226502919 852.81159054495981 541.75000000000011 1.0000000180025095e-35 367.56581196581203 0.002479914804758641 748.55000000000007 1.0194086154108193 2370.2194682437389 684.95853936858123 3.5000000000000004 421.62500000000006 1153.0000000000002 1.202064018607172 2.1995846466551847 0.16579574118874227 508.50000000000006 598.07075682937773 1036.6809616128287 0.36950922148730431 930.65241854008366
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 24 -7 11 21 12 14 18 15 -10 17 -12 19 -14 26 -11 -8 -24 25 -3 -16 29 -29 -18
right_child=-2 4 -4 -5 5 8 22 -9 9 10 16 -13 13 -15 20 -17 27 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0026464538014984345 0.0014760375922066549 -0.0010202136330025376 -0.068603059907372185 -0.04865492427704373 -0.061232639916918498 0.038221064279787248 0.063603858814503131 -0.060109542806943264 0.03095624457512583 0.091131402924656879 0.059971854082224045 -0.096279372910604538 0.010273623869225786 -0.12914858240013322 0.094370692837983383 -0.049792916938108778 -0.0052680287365801633 -0.017086513918535464 0.031520667654910572 -0.065878848932884843 -0.00021863105149740088 0.027713396365288648 -0.024584683151014392 0.025770240796045365 -0.02974185571074486 0.070044060831978214 0.030131880193948746 0.0068702225827738869 -0.066945480406284327 -0.037389631442065481
leaf_weight=169 2709 53 26 27 22 32 26 21 21 24 44 23 37 24 20 37 400 29 27 37 28 32 31 117 27 21 25 389 20 79
leaf_count=169 2709 53 26 27 22 32 26 21 21 24 44 23 37 24 20 37 400 29 27 37 28 32 31 117 27 21 25 389 20 79
internal_value=0 -0.00214057 -0.0159667 -0.00898436 -0.000275803 -0.00274977 0.0110075 -0.00531538 -0.00178093 -0.00276863 0.00146495 -0.0182007 -0.0111858 -0.0344472 0.0110102 -0.0205562 -0.00164842 0.0293596 -0.0119439 -0.0278026 0.0360903 0.0548925 0.0224523 0.0152229 0.00607746 0.0191467 0.0586825 -0.00419751 0.00326065 -0.0105657
internal_weight=0 1868 222 196 1646 1350 296 122 1328 1296 1017 279 256 125 131 58 961 73 101 74 73 56 174 148 101 74 45 888 409 479
internal_count=4577 1868 222 196 1646 1350 296 122 1328 1296 1017 279 256 125 131 58 961 73 101 74 73 56 174 148 101 74 45 888 409 479
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=31
num_cat=0
split_feature=14 6 24 17 17 14 10 15 25 14 16 6 4 16 4 14 8 15 13 14 4 24 14 4 1 10 16 25 8 13
split_gain=1.61013 6.37762 11.6833 10.0156 9.69424 8.28591 9.94075 16.6913 8.02267 10.2686 8.92389 7.58734 6.60262 11.2654 14.8952 10.064 7.81486 7.66382 7.1726 6.80779 6.04707 9.06868 7.91045 7.06879 8.00187 6.99808 6.3685 12.1826 11.2352 6.13875
threshold=0.055750743433461848 339.93160377358498 0.095637629660099671 1.465430055637605 1.5542998212690706 0.11044170094768178 251.1724601331629 1204.8000000000004 0.027881038634384448 0.17063894523326575 269.5750000000001 333.3719015859038 606.23629216837867 681.85000000000014 999.2612062763784 0.37906360638316311 834.76296227032594 950.12500000000011 110.34126232298257 0.24355856142032889 347.82627700539422 0.12286791442739049 0.099161564769028515 512.97301600958667 534.3598424858061 73.336442656550489 291.15000000000009 -0.0071017195506324479 395.82621871929729 84.002331002331019
decision_type=2 2 2 2 2 2 2 2 2 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 3 5 -5 6 -3 -8 10 -10 -7 20 17 15 -15 16 19 18 -12 -14 -2 22 -22 24 25 -24 27 -27 -28 -25
right_child=1 2 -4 4 -6 8 7 -9 9 -11 12 -13 13 14 -16 -17 -18 -19 -20 -21 21 -23 23 29 -26 26 28 -29 -30 -31
leaf_value=-0.0016589473189383157 0.0032433007031366389 -0.07866959850545284 0.043950531200700721 0.089657347400983189 0.016637956889967123 0.0699870096600574 0.046374020497164423 -0.055813232273089167 0.022515501427863325 -0.067477435129148944 0.034305702322054397 -0.052049166411161418 0.11488709219477394 -0.072818107623606923 0.01694203295617127 0.00033941365752930509 0.01504385733807629 -0.054503798833297146 -0.015343087654974726 0.047485941759449368 0.052472205236554152 -0.076260202910218927 -0.051368006796408933 -0.01187404151118937 -0.072584024816751483 -0.086177493107970807 -0.007432106874849913 0.016844891871468547 0.066711245104670525 0.065537755787372587
leaf_weight=2568 868 27 86 24 75 23 31 33 21 32 43 30 22 29 51 73 44 31 90 47 20 21 39 21 25 24 112 22 25 20
leaf_count=2568 868 27 86 24 75 23 31 33 21 32 43 30 22 29 51 73 44 31 90 47 20 21 39 21 25 24 112 22 25 20
internal_value=0 0.00212055 0.00917817 0.00488158 0.0343396 -3.42051e-06 -0.0277837 -0.00631628 0.00499265 -0.0318199 0.00929963 -0.00237747 0.00605356 0.0157834 -0.015596 0.0292799 0.047976 -0.00972775 0.000708777 0.0689762 -0.00113256 -0.0126774 -0.00834219 -0.0125654 -0.0189483 -0.0129083 -0.00471195 -0.0369059 0.0060977 0.0258878
internal_weight=0 2009 782 696 99 597 91 64 506 53 453 1227 430 266 80 186 113 164 133 69 1197 329 308 288 247 222 183 46 137 41
internal_count=4577 2009 782 696 99 597 91 64 506 53 453 1227 430 266 80 186 113 164 133 69 1197 329 308 288 247 222 183 46 137 41
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=31
num_cat=0
split_feature=29 18 25 21 6 20 10 9 0 21 25 20 18 20 10 25 12 0 0 25 6 4 11 21 12 18 27 29 20 12
split_gain=1.43842 6.01136 4.43981 10.7091 12.1918 9.96244 19.9599 24.565 7.93418 8.55122 6.20121 4.999 7.72499 6.74165 6.26452 6.89782 11.4232 8.50388 6.22084 6.98853 5.92529 5.20657 7.30225 5.44233 6.22212 4.70017 4.6847 4.57454 4.39084 4.19184
threshold=65.000000000000014 1.8831088174099839 -0.079198178618196849 1.0575123964472606 234.19145043246843 2.0282219877429859 217.63418430884187 248.82260751059968 694.12896825396831 0.8539306761124803 0.097538249022650389 2.6337945297486161 1.1720593976786995 3.0700994159780555 131.10397647749116 0.45037155558396003 764.0268351952335 566.69465737514531 874.57352941176475 0.21862157621634418 136.9148694857889 976.77453129881167 166.59542499398029 0.50217935238433387 1426.4925053326228 1.1445315042674082 6.5000000000000009 35.000000000000007 2.9031246691595682 2418.5075004125188
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -4 9 26 -10 12 25 14 -13 16 -16 28 19 27 -15 22 -21 -24 -25 -7 -8 -14 -18 -22
right_child=-2 -3 3 4 -6 11 8 -9 10 -11 -12 13 18 20 15 -17 17 -19 -20 21 29 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.043531876072287562 0.0010860317789050757 -0.047891022907248865 -0.026208791041539777 0.0010412490637651806 0.072284857401760619 0.018685541106387975 0.016673666866762298 -0.15514604273167523 -0.075603161193430427 -0.035749046415800144 0.0031446230225265028 -0.046615062398707559 0.00063106357373974545 -0.043722724185014772 -0.091492517806944396 0.013879010702979255 0.041529265865683562 -0.046935329841715952 -0.042074903327738868 -0.0029608080014586449 0.0042793103866490788 -0.01840887535363436 0.0054180931299924852 0.033345181776935032 0.096849949023237944 0.072684103084935087 0.076417238016923281 -0.049022741868559809 -0.018960649883374574 0.046287374728574207
leaf_weight=25 3328 29 45 58 41 40 35 22 20 21 20 58 55 24 21 77 30 35 28 50 275 30 25 36 27 27 21 28 20 26
leaf_count=25 3328 29 45 58 41 40 35 22 20 21 20 58 55 24 21 77 30 35 28 50 275 30 25 36 27 27 21 28 20 26
internal_value=0 -0.00289377 -0.00182416 -0.000951613 0.0305462 -0.00379676 -0.0250227 -0.0685464 -9.88068e-05 0.0186703 -0.0362293 0.000485658 0.00995488 -0.00530295 -0.0179768 -0.00890017 -0.0254473 -0.00913025 0.0026326 0.00761989 0.00409519 0.0193483 0.0275564 0.0448958 0.0605615 0.0404462 0.0390775 -0.0161196 0.0173333 0.00790791
internal_weight=0 1249 1220 1195 99 1096 184 67 117 77 40 912 346 566 241 183 106 85 279 251 325 168 138 88 63 67 56 83 50 301
internal_count=4577 1249 1220 1195 99 1096 184 67 117 77 40 912 346 566 241 183 106 85 279 251 325 168 138 88 63 67 56 83 50 301
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=31
num_cat=0
split_feature=22 23 22 18 23 26 11 26 26 20 20 20 11 22 13 22 1 5 10 22 13 11 13 13 22 1 2 1 13 5
split_gain=1.58427 2.15399 5.85941 14.1142 15.2975 9.13216 8.37262 8.94745 3.57837 4.17537 8.841 10.2037 7.61828 7.59739 3.95999 4.66376 3.81536 3.80272 3.38736 4.08785 3.01938 2.89287 3.47733 4.22154 2.36447 2.74117 11.5308 9.5095 14.9057 14.031
threshold=-0.49147722270788768 -0.25259753615015335 -0.17916581127425971 1.3213310537021405 -0.17733092576134474 3.5000000000000004 221.74636697207396 2.5000000000000004 17.500000000000004 1.8494136250949416 1.9536982459597474 2.1334496770730609 161.77891722099042 -0.17348643656035426 71.183415563057238 -0.17916581127425971 327.96715427100679 134.25736253313747 62.447942266753522 -0.29818590707261472 312.86587995241922 143.94182545313268 126.91001447609493 97.88040862707075 -0.16959893257325856 443.16446025371096 584.60267165933055 479.75705079122008 77.967242638063453 238.82615972058969
decision_type=2 2 2 2 2 2 2 2 2 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 6 5 -5 7 -3 9 14 -11 16 18 -14 -2 17 -12 -16 -13 -20 24 -19 23 -23 -4 26 -26 28 -27 -30
right_child=1 2 20 4 -6 -7 -8 -9 -10 10 11 12 13 -15 15 -17 -18 21 19 -21 -22 22 -24 -25 25 27 -28 -29 29 -31
leaf_value=-0.02060875457686347 0.059841507639397273 0.00049426536474909098 0.034766786210238931 -0.048155163336131311 -0.11844852979887616 0.030460041664032773 -0.043295154990628359 0.081878775629130277 -0.022883500349952988 -0.047850949046286673 0.023133531622112392 -0.0044170316277166548 -0.073045179380390499 0.0020242867459143912 0.045832228085593035 0.055808013054775077 0.083482012357562793 -0.032265835716610868 0.0023677506446838381 0.059554100692272183 -0.029031883424946243 0.011169620067373201 0.034769908612703578 -0.041809405634800595 0.0013832586293047108 -0.080137090228105848 0.037903205390371709 -0.00014098022164910583 -0.073288906365633011 0.0097124209211386266
leaf_weight=37 22 35 20 45 22 22 20 22 38 33 22 59 26 28 23 24 20 21 25 25 35 53 34 21 1435 38 92 2160 26 94
leaf_count=37 22 35 20 45 22 22 20 22 38 33 22 59 26 28 23 24 20 21 25 25 35 53 34 21 1435 38 92 2160 26 94
internal_value=0 0.000167957 -0.000575745 -0.0189759 -0.0460981 -0.0223412 0.0123731 0.0319058 0.00654748 0.00911256 0.000186737 0.00791963 -0.00340523 -0.0341203 0.0198416 0.0148416 0.0518709 0.00837321 0.0118114 0.0309609 0.000207441 0.00169447 0.00829786 -0.00386497 0.000472221 0.000293836 0.00358354 -0.00187328 -0.0255554 -0.0082712
internal_weight=0 4540 4066 166 89 67 77 57 474 436 238 205 163 54 198 176 42 152 109 50 3900 129 108 74 3865 3845 1527 2318 158 120
internal_count=4577 4540 4066 166 89 67 77 57 474 436 238 205 163 54 198 176 42 152 109 50 3900 129 108 74 3865 3845 1527 2318 158 120
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=31
num_cat=0
split_feature=15 3 15 0 25 19 15 8 8 8 17 11 0 23 18 21 13 21 0 13 8 10 18 12 12 16 0 16 15 23
split_gain=1.51646 9.74205 7.03125 9.2779 21.6303 17.6823 7.00445 11.5195 7.67677 6.26126 5.60613 8.29866 7.86734 5.44657 5.77386 4.99732 9.48248 9.19677 6.0031 5.71382 5.51123 5.46255 7.41096 5.21833 4.58305 5.46979 6.09971 4.18969 3.98411 4.46408
threshold=2083.7000000000003 840.4021026334965 2166.2000000000003 636.16237373737385 0.71738764921072384 1.1324077295653445 1966.3999999999999 2407.5208333333335 2777.928571428572 2844.8452380952385 1.1216118576078569 260.96239624805997 460.47470238095246 0.30292937548447918 1.2343361030098994 0.31250805470433834 112.95647003468078 0.39149674453329436 815.36038961038969 125.99871747893003 2741.3166666666671 248.34585821149611 1.2745070658849664 2077.9759250901711 2665.0452742894918 398.07500000000005 445.76692139737997 227.72500000000005 2519.9499999999998 0.82548005609059938
decision_type=2 2 2 2 2 2 2 2 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 10 -3 4 5 -4 9 13 -9 -1 12 -12 -2 -8 -15 16 18 19 -5 -17 21 -19 23 -23 25 27 -27 -6 -22 -30
right_child=1 2 3 15 24 -7 7 8 -10 -11 11 -13 -14 14 -16 17 -18 20 -20 -21 28 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00024348362080869277 0.018113035836390089 0.032035648506430411 -0.13248265968716663 0.053755408674478533 0.013717561143059885 -0.031766011163320701 -0.0055643578013405207 0.048645450561134902 -0.024853993803262711 -0.05452499318690527 -0.037593186938244372 0.048315108472227378 0.087900263170401269 -0.039004096172509661 -0.10598930374465206 0.073070946313215021 -0.055417730513255339 0.0026217545902934569 -0.019748248739168049 0.01277112303612133 0.026548742383718495 0.029295948928310757 -0.001293482513477405 0.10066877013072371 -0.036743890170169914 0.067529253827201 0.0078889825242630992 -0.040164256951323266 -0.026013602449072411 0.016295667365193368
leaf_weight=3472 35 63 23 20 31 72 20 27 30 21 23 22 30 31 22 33 37 145 25 30 25 21 30 20 23 27 47 27 113 32
leaf_count=3472 35 63 23 20 31 72 20 27 30 21 23 22 30 31 22 33 37 145 25 30 25 21 30 20 23 27 47 27 113 32
internal_value=0 0.00354719 -0.000100986 -0.00269331 -0.0185779 -0.05615 -0.000934038 -0.0237259 0.00996153 -8.57858e-05 0.0315387 0.00440642 0.0503225 -0.0500298 -0.0668093 0.00478532 -0.0179153 0.00893109 0.01292 0.0443567 0.00314918 0.0137497 0.0364759 0.064112 0.00445014 0.0116279 0.0296496 -0.0113654 -0.0103197 -0.0166764
internal_weight=0 954 844 781 250 95 3623 130 57 3493 110 45 65 73 53 531 82 449 45 63 386 216 71 41 155 132 74 58 170 145
internal_count=4577 954 844 781 250 95 3623 130 57 3493 110 45 65 73 53 531 82 449 45 63 386 216 71 41 155 132 74 58 170 145
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=31
num_cat=0
split_feature=14 12 16 1 11 16 16 16 14 23 18 14 14 18 18 21 18 1 19 14 18 29 12 7 23 6 12 1 14 19
split_gain=1.34938 7.62903 4.24017 3.9489 4.75185 3.49712 3.26619 2.19899 4.03184 2.09979 4.62791 5.37395 7.33639 7.79706 6.84902 10.4811 8.3149 6.08857 5.50321 4.80109 7.61154 3.63829 3.2733 2.38754 2.38569 7.40855 6.17477 5.39029 3.79897 2.56219
threshold=4.7475208353788495e-05 1618.2031473774155 766.50000000000011 919.71537757074623 140.55000321070727 627.17500000000007 546.05000000000007 917.50000000000011 0.17828938154960827 0.74122821436255992 1.1109468674933407 0.0051802528383529398 0.0014039262343842954 1.1608110587585789 1.2745070658849664 0.54826578081268151 1.5070212299242074 1286.4534515868206 1.2760091537634539 0.00021468313678832632 1.2073613316034459 65.000000000000014 276.48173568928399 2182.4562956375216 0.69912393414471452 175.33642690113183 1782.2346533890047 834.74977485357522 0.00031009786424980465 1.2871473404948206
decision_type=2 2 2 2 2 2 2 2 2 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 6 -3 9 -9 22 -11 12 13 17 15 18 -16 23 19 -15 -21 -17 -2 -12 29 -26 28 -28 -27 -24
right_child=7 2 -4 4 -6 -7 -8 8 -10 10 11 -13 -14 14 16 21 -18 -19 -20 20 -22 -23 24 -25 25 26 27 -29 -30 -31
leaf_value=0.0063925959449261426 0.036937754496466371 0.0077896005163590118 -0.049794266322119668 0.019993199236117878 0.083140361783179378 0.031535767981161672 -0.044793939909764699 0.05510860264301301 -0.0051297181844711312 0.024745547138154508 0.015778428214517509 -0.059000471810048277 0.037557408970877761 -0.035784637887735629 0.038130127598664597 -0.10219650912013921 -0.041463619208939019 -0.01825481942796614 -0.061178891547024251 0.05887307517585301 -0.014300973002206197 -0.045896187890321016 0.00084760593687651417 0.062366930463097318 -0.025071884770142407 0.027920513856224717 -0.035857286439700563 0.030825057818933771 0.081901836056600924 -0.0053157409460279576
leaf_weight=40 24 27 22 26 22 24 21 20 25 40 22 22 32 37 35 22 21 32 23 21 44 24 2910 22 38 32 22 27 22 878
leaf_count=40 24 27 22 26 22 24 21 20 25 40 22 22 32 37 35 22 21 32 23 21 44 24 2910 22 38 32 22 27 22 878
internal_value=0 0.00843762 -0.011372 0.0295979 0.0489356 0.000368124 -0.0152157 -0.000349407 0.0216429 -0.000576914 -0.00750976 -0.0111238 -0.00797966 -0.0127889 -0.0220708 -0.032011 0.00828247 0.0149348 -0.0169924 -0.00702882 0.00933987 -0.0728224 0.000119352 0.0390727 -0.00010555 0.0126665 0.0265894 0.000886046 0.0499129 -0.000580963
internal_weight=0 182 94 88 48 72 48 4395 45 4350 397 357 335 303 227 171 56 76 125 102 65 46 3953 44 3929 141 103 49 54 3788
internal_count=4577 182 94 88 48 72 48 4395 45 4350 397 357 335 303 227 171 56 76 125 102 65 46 3953 44 3929 141 103 49 54 3788
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=31
num_cat=0
split_feature=20 22 13 20 4 28 25 25 20 20 13 4 2 8 16 13 12 0 0 2 12 16 21 4 2 4 27 0 20 24
split_gain=1.49045 5.08748 6.55801 1.8479 1.78786 1.61842 7.47065 10.625 13.2836 8.30401 6.46822 14.8465 24.2675 8.00436 6.36145 5.44509 5.31596 4.97075 18.3879 6.36554 8.91473 8.77567 7.47538 6.97548 7.95831 6.9736 8.01479 8.61109 6.53948 5.52925
threshold=4.6862551322908574 0.23992171154121442 85.15738258585354 4.5440817884711606 192.3666666666667 11.500000000000002 -0.055451202249023147 -0.077109111727269947 1.7263404448721209 1.5549835899933939 63.506371441919015 384.72620897419063 478.48163038478873 1510.0238959467636 517.50000000000011 64.176128934454553 2311.5263868728648 489.77966101694921 507.15130462325493 526.79918511324661 2348.2072187939457 121.12500000000001 0.45896135040811165 308.90510243278874 341.00805244569557 205.87394085396247 7.5000000000000009 440.19229441163117 2.6133129863685363 0.0018096903544454785
decision_type=2 2 2 2 2 2 2 2 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 -4 -1 7 14 9 -9 11 12 13 -8 16 -12 -7 19 -19 20 22 -21 -17 24 -24 -23 -27 -28 -26 -25
right_child=1 -3 4 -5 -6 6 10 8 -10 -11 15 -13 -14 -15 -16 17 -18 18 -20 21 -22 25 23 29 28 26 27 -29 -30 -31
leaf_value=0.0012620612030071522 0.072421220190484414 -0.018004313999643692 0.028449093655723595 -0.02423267458798364 -0.0086087029256547484 -0.0021405644139603657 0.03107026553264371 -0.051090730594075998 -0.099245071098689117 0.025315862238407136 0.046099872528402891 0.044803536974865464 -0.12485105780741344 -0.0523968368023634 -0.035734089660192175 0.028243976929583234 0.06094559692693028 0.090177036338270858 0.0038372521797193138 -0.077762781120836733 0.045026508483047394 0.041244869858026507 -0.0037937554956103364 -0.023300948628672848 -0.088940879509404866 -0.0039053127124726058 -0.053613510166637991 0.017429921836380594 -0.019341584902118753 0.03285706625599414
leaf_weight=2916 22 39 23 32 30 34 27 33 31 25 27 23 26 20 28 65 22 26 481 20 49 25 75 27 27 249 76 22 27 50
leaf_count=2916 22 39 23 32 30 34 27 33 31 25 27 23 26 20 28 65 22 26 481 20 49 25 75 27 27 249 76 22 27 50
internal_value=0 0.0112909 0.0265245 -0.000288408 0.00747298 -0.000115487 -0.00276693 -0.022325 -0.0464011 -0.0181569 -0.000245653 -0.0252571 -0.0473311 -0.00444765 0.00318416 0.0016814 0.0226433 0.000697558 0.00826493 -0.00469101 0.00577415 -0.013234 -0.00132314 -0.0106526 -0.0248694 -0.0097647 -0.0134397 -0.037665 -0.0541412 0.0131653
internal_weight=0 114 75 4463 53 4431 1515 173 89 58 1342 96 73 47 84 1246 56 1219 507 712 320 392 271 206 129 372 347 98 54 77
internal_count=4577 114 75 4463 53 4431 1515 173 89 58 1342 96 73 47 84 1246 56 1219 507 712 320 392 271 206 129 372 347 98 54 77
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
AOT_mean=236
WVP_mean=185
green_blue_ratio=185
red_blue_ratio=180
NDVI_B04=179
percent_water=175
green95th_blue_ratio=159
green5th=151
green_red_ratio=148
B12_mean=147
green5th_blue_ratio=145
B01_mean=142
B09_mean=140
B11_mean=139
green95th=137
B05_mean=131
NDVI_B07=125
AOT_range=118
days_before_sample=114
NDVI_B06=108
land_cover=105
B08_mean=103
NDVI_B05=100
B8A_mean=98
B07_mean=93
B03_mean=90
B04_mean=86
month=86
B06_mean=78
B02_mean=77

parameters:
[boosting: gbdt]
[objective: regression]
[metric: rmse]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 100000]
[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: 11671]
[feature_fraction: 0.6]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 14697]
[extra_trees: 0]
[extra_seed: 5026]
[early_stopping_round: 100]
[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: 14909]
[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: 169]
[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: 28222]
[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:[]
