text stringlengths 0 689 |
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tree |
version=v4 |
num_class=1 |
num_tree_per_iteration=1 |
label_index=0 |
max_feature_idx=6 |
objective=binary sigmoid:1 |
feature_names=RSI Dist_High_24h Dist_Low_24h EMA_dist EMA_slope ATR_ratio VOL_ratio |
feature_infos=[8.5451323688555334:91.924452264546574] [0.00014513554046854119:0.077907677511914852] [1.4447797937615688e-06:0.085367094791263809] [-0.04735027165760973:0.065661906012127028] [-0.0081991076490242065:0.01258886756413391] [0.0027276094295133014:0.013648368474155853] [0.17365237310864909:7.3376196495772108] |
tree_sizes=3358 3407 3413 3412 3411 3405 3423 3420 3429 3404 3426 3425 3424 3412 3430 3414 3422 3423 3414 3420 3428 3411 3420 3426 3428 3425 3411 3423 3426 3443 3432 3406 3408 3446 3413 3416 3431 3427 3418 3449 3440 3425 3441 3448 3433 3436 3422 3432 3417 3439 3438 3421 3436 3440 3437 3421 3441 3434 3412 3439 3466 3423... |
Tree=0 |
num_leaves=31 |
num_cat=0 |
split_feature=0 0 4 5 2 1 2 5 4 2 5 2 5 3 2 0 0 0 6 1 6 6 4 4 0 2 3 0 6 6 |
split_gain=6.17632 7.02374 5.72998 8.11858 8.9339 8.25082 8.45672 8.87866 8.10001 5.45454 4.89738 5.88368 5.56199 6.65524 3.61954 3.61629 8.01557 7.7747 7.99505 7.35783 6.99509 4.90001 3.6 3.35408 4.56358 4.73558 5.0679 3.28296 5.30527 2.75885 |
threshold=16.614435895609052 18.995031563094347 0.0053263564706360631 0.0080554025067821958 0.047941268174505954 0.02483335445351938 0.008540882847378738 0.0063205937050685758 0.0061972820761844192 0.0054507209916996322 0.0088594271354076101 0.016877691956456654 0.010235415683473808 0.0044927098104376954 0.004841902736... |
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 15 14 -8 -4 -5 11 -11 23 -14 -7 22 19 -18 20 -17 27 -22 -3 -12 25 26 -25 28 -19 -26 |
right_child=1 2 8 4 -6 6 7 -9 -10 10 12 -13 13 -15 -16 16 17 18 -20 -21 21 -23 -24 24 29 -27 -28 -29 -30 -31 |
leaf_value=0.048055323228334543 -0.06194479478898874 -0.0019447304159033109 -0.076944810882260087 0.056676022132513479 -0.035278099512061879 -0.030149888881883632 -0.0019447304159033109 -0.08289719822085985 -0.0019447304159033109 0.0041777251323707109 0.028490084845806687 0.051626755631494395 0.063572581255856603 0.002... |
leaf_weight=5.9999935626983634 4.9999946355819693 4.9999946355819702 5.9999935626983634 7.2499922215938559 9.7499895393848401 9.7499895393848437 4.9999946355819693 10.499988734722136 8.9999903440475446 12.249986857175829 5.7499938309192649 13.999984979629515 7.2499922215938595 11.49998766183853 10.999988198280333 5.249... |
leaf_count=24 20 20 24 29 39 39 20 42 36 49 23 56 29 46 44 21 25 56 25 49 20 20 20 22 38 26 31 42 20 22 |
internal_value=-0.00204708 -0.00330885 -0.00205191 2.57981e-06 0.0102504 -0.00907217 -0.0288413 -0.0567835 -0.0319448 0.0150364 0.0115056 0.0294839 0.00354051 0.0260553 -0.00796883 -5.79359e-05 -0.00410301 0.00574759 -0.00139828 -0.0333733 0.00691604 0.0430553 0.0280553 -0.00688301 -0.0127361 -0.028527 -0.0113787 -0.00... |
internal_weight=244.25 238.25 233.25 218.25 102.5 115.75 36.25 15.5 15 92.7499 85.4999 26.25 59.2499 18.75 20.75 79.4999 69.4999 51.9999 45.75 17.5 39.5 9.99999 9.99999 40.5 34.75 19.75 13.25 29.5 19 15 |
internal_count=977 953 933 873 410 463 145 62 60 371 342 105 237 75 83 318 278 208 183 70 158 40 40 162 139 79 53 118 76 60 |
is_linear=0 |
shrinkage=1 |
Tree=1 |
num_leaves=31 |
num_cat=0 |
split_feature=6 2 5 1 2 5 5 3 3 3 4 2 6 6 6 3 4 1 2 0 0 0 6 1 6 6 4 0 5 6 |
split_gain=5.95649 5.03032 7.94252 7.29119 6.88812 9.51614 5.41854 5.70473 5.60477 4.45396 8.4312 3.9269 3.88029 11.055 5.88467 5.22323 3.66637 8.57842 3.52591 3.43165 6.86254 7.29592 11.0684 6.65886 6.31867 4.43451 3.25321 2.9988 2.94359 4.60563 |
threshold=2.6376565835439769 0.047941268174505954 0.0080554025067821958 0.02483335445351938 0.008540882847378738 0.0063205937050685758 0.0089508404282512503 0.02209271790166269 -0.023328426257116817 0.0013312020625657333 0.0012104672461986656 0.0061392187601045515 1.025363947001009 1.2319162121047214 0.7176907253317860... |
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 |
left_child=1 2 3 19 -5 -6 8 11 -4 -10 -11 -8 14 -14 -13 -16 17 -3 -12 26 23 -22 24 -21 27 -26 -1 -23 29 -29 |
right_child=-2 16 6 4 5 -7 7 -9 9 10 18 12 13 -15 15 -17 -18 -19 -20 20 21 22 -24 -25 25 -27 -28 28 -30 -31 |
leaf_value=9.7239110221014223e-05 0.052695209430253326 0.0069258219936711996 -0.018948901963094039 -0.0080537466890234482 0.0047402524153523744 -0.077408664100961644 0.043947795736905958 -0.04836832705344199 0.058703457159588836 -0.022713680022807114 0.019155976231553191 -0.0076141555300992328 -0.079085440162285206 0.0... |
leaf_weight=4.999995231628418 5.2474671304225913 5.2471992522478121 5.4974323958158484 23.994786113500595 5.2498509585857382 10.73174214363098 6.4950809776782981 4.9968713223934165 12.494835227727892 6.9975430220365551 4.9981998801231367 16.744732558727264 4.9969316720962551 14.495015621185301 9.7441908866167086 6.4989... |
leaf_count=20 21 21 22 96 21 43 26 20 50 28 20 67 20 58 39 26 36 29 20 21 25 20 21 49 20 20 20 31 40 27 |
internal_value=-1.21138e-07 -0.00115763 0.0011237 -0.00761194 -0.0249921 -0.0504233 0.0115793 0.00292702 0.0274008 0.036042 0.0193784 0.00727321 0.00273424 -0.0149528 0.0131852 0.0346268 -0.0242332 -0.0417614 0.0488484 0.00124301 -0.0027523 0.00651984 -0.000547625 -0.0297767 0.00851795 0.0428812 0.0286097 -0.00312385 0... |
internal_weight=244.137 238.889 217.397 118.44 39.9764 15.9816 98.9562 63.9718 34.9844 29.487 16.9922 58.9749 52.4798 19.4919 32.9879 16.2432 21.4926 12.4926 9.99464 78.464 68.4682 50.9777 44.7329 17.4905 39.4867 9.99231 9.99578 29.4944 24.4968 14.4981 |
internal_count=977 956 870 474 160 64 396 256 140 118 68 236 210 78 132 65 86 50 40 314 274 204 179 70 158 40 40 118 98 58 |
is_linear=0 |
shrinkage=0.05 |
Tree=2 |
num_leaves=31 |
num_cat=0 |
split_feature=0 0 0 4 4 5 1 5 2 2 2 3 5 4 0 1 2 0 0 0 6 1 6 6 4 2 6 4 4 2 |
split_gain=5.50811 6.25519 4.92614 4.55581 6.98546 6.17674 8.06761 7.67667 5.87586 5.12765 4.99794 4.84132 4.28796 6.41516 3.49197 3.54538 3.02819 3.02314 6.37346 6.47892 6.39117 6.05538 5.93226 4.03464 2.9473 2.89627 4.77999 7.60059 3.24565 5.18765 |
threshold=16.614435895609052 18.995031563094347 21.687437437226205 0.0053263564706360631 0.0061972820761844192 0.0080010497926966389 0.02483335445351938 0.0088594271354076101 0.0091888721438894202 0.047941268174505954 0.027303307384130854 0.0067836266876154889 0.010278329511971655 0.00041971263211437743 42.545336420725... |
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 |
left_child=-1 -2 -3 5 -5 6 17 10 16 12 11 14 25 -14 15 -7 -8 24 21 -20 22 -19 -21 -24 -4 -9 28 -28 -27 -30 |
right_child=1 2 3 4 -6 7 8 9 -10 -11 -12 -13 13 -15 -16 -17 -18 18 19 20 -22 -23 23 -25 -26 26 27 -29 29 -31 |
leaf_value=0.047336006867771417 -0.056572520108031682 0.049125551780877477 9.2375355556903929e-05 -0.069633753915437344 9.2375355556903956e-05 -0.01010944435168698 -0.033237312060663847 0.023251866769547824 -0.055000983373391391 -0.033229074578022259 0.075771938402514755 -0.021945931865117174 0.07025289220519397 0.0067... |
leaf_weight=5.9943716824054709 4.9920034110546103 4.9924265742301932 4.9999958276748657 5.9779854267835608 8.9999924898147565 5.9939893037080854 9.2466257810592669 8.7383629083633405 12.447215825319288 9.4826599359512311 5.2321022450923911 4.9963544905185691 5.7391431778669384 12.989971816539763 6.9904289841651908 5.73... |
leaf_count=24 20 20 20 24 36 24 37 35 50 38 21 20 23 52 28 23 48 21 25 117 25 49 20 20 20 21 36 23 26 31 |
internal_value=-4.13056e-07 -0.00119322 -6.18367e-06 -0.00108246 -0.0277366 0.0007925 -0.00723094 0.00983136 -0.0277232 0.00100168 0.0315394 0.021782 0.0062632 0.0262282 0.0334517 0.016783 -0.0117366 0.00149464 -0.00221977 0.00660744 5.1149e-05 -0.0283314 0.00752697 0.0408321 0.0272144 -0.00244011 -0.0089997 -0.0304889... |
internal_weight=243.881 237.886 232.894 227.902 14.978 212.924 112.798 100.126 33.6858 71.1757 28.9505 23.7184 61.693 18.7291 18.7221 11.7316 21.2386 79.112 69.1286 51.6634 45.4341 17.4652 39.2038 9.96998 9.98344 42.9639 34.2255 14.736 19.4896 14.2441 |
internal_count=977 953 933 913 60 853 452 401 135 285 116 95 247 75 75 47 85 317 277 207 182 70 157 40 40 172 137 59 78 57 |
is_linear=0 |
shrinkage=0.05 |
Tree=3 |
num_leaves=31 |
num_cat=0 |
split_feature=6 2 5 1 2 5 4 3 5 5 3 0 4 1 3 4 3 4 1 0 0 0 6 1 6 6 0 6 4 3 |
split_gain=5.29663 4.09064 6.54901 6.0046 5.80029 8.69639 4.45936 3.22224 5.9264 5.13554 5.04686 5.84367 4.80286 3.7722 3.74041 7.87682 3.21768 3.00753 7.73146 2.81748 5.58289 6.00697 9.31735 5.52931 5.17794 3.68756 2.9095 4.55845 2.67595 2.64916 |
threshold=2.6376565835439769 0.047941268174505954 0.0080554025067821958 0.02483335445351938 0.008540882847378738 0.0063205937050685758 0.0051729630706625071 -0.027674017919418769 0.0089508404282512503 0.010047311213662704 -0.011209446307019947 45.542077265730882 0.00041971263211437743 0.050944022655869954 0.00133120206... |
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 |
left_child=1 2 3 19 29 -6 7 13 14 10 -10 -12 -11 -4 -9 -16 -13 18 -3 28 23 -22 24 -21 26 -26 27 -23 -1 -5 |
right_child=-2 17 6 4 5 -7 -8 8 9 12 11 16 -14 -15 15 -17 -18 -19 -20 20 21 22 -24 -25 25 -27 -28 -29 -30 -31 |
leaf_value=8.7753006266896803e-05 0.049743856569696286 0.0083360626869756465 -0.040513375976124089 -0.017113426845889731 0.0064808949746657882 -0.072177760368519556 -0.035665605364281497 0.052659526814333592 0.02978271490304912 0.061965445627007315 -0.051236366733826304 0.030105005394068792 0.010057353416120289 0.01895... |
leaf_weight=4.9999961256980896 5.2361748814582816 5.2412096858024615 5.7389408200979215 17.730019927024841 5.2463042587041846 10.641036972403525 4.9739177078008643 14.193094432353975 7.2368019223213187 6.2166857868433025 8.4760408401489311 5.7398850321769705 15.736564815044401 4.9824088215827942 6.9943961948156348 8.70... |
leaf_count=20 21 21 23 71 21 43 20 57 29 25 34 23 63 20 28 35 39 36 29 21 25 56 21 49 20 20 42 20 20 25 |
internal_value=-3.47466e-07 -0.00109353 0.000966509 -0.00697921 -0.022773 -0.0462032 0.0104697 0.012917 0.0162475 0.00622953 -0.00680947 -0.0178633 0.0247566 -0.0128792 0.0340571 0.0172425 0.000409547 -0.0219285 -0.0378582 0.00106942 -0.002556 0.00581602 -0.000592828 -0.0269786 0.00771473 0.0389321 -0.0028051 -0.014484... |
internal_weight=243.502 238.266 216.828 118.09 39.8645 15.8873 98.7371 93.7632 83.0419 53.1466 31.1933 23.9565 21.9533 10.7213 29.8953 15.7022 15.4805 21.4387 12.4387 78.226 68.2618 50.8355 44.6302 17.4263 39.4178 9.93524 29.4826 18.986 9.9642 23.9771 |
internal_count=977 956 870 474 160 64 396 376 333 213 125 96 88 43 120 63 62 86 50 314 274 204 179 70 158 40 118 76 40 96 |
is_linear=0 |
shrinkage=0.05 |
Tree=4 |
num_leaves=31 |
num_cat=0 |
split_feature=0 0 0 4 4 5 1 5 2 2 3 2 5 6 2 6 5 0 1 4 2 1 4 6 3 5 3 2 4 2 |
split_gain=4.92366 5.62408 4.36833 3.90051 6.04459 5.14499 6.69539 6.26733 4.93634 4.50368 4.314 4.18096 3.56146 3.94545 3.9205 7.16958 3.60603 3.20075 3.18709 3.0602 2.7389 2.60946 4.4553 8.07762 6.20651 5.19142 4.58973 8.51555 4.67274 3.87519 |
threshold=16.614435895609052 18.995031563094347 21.687437437226205 0.0053263564706360631 0.0061972820761844192 0.0080010497926966389 0.02483335445351938 0.0088594271354076101 0.0091888721438894202 0.027303307384130854 0.0067836266876154889 0.047941268174505954 0.0096585780326526125 0.65472197286791622 0.010117692645346... |
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 |
left_child=-1 -2 -3 5 -5 6 21 9 20 10 17 12 14 -14 -9 16 -16 18 -7 -17 -8 22 23 -4 25 -25 29 -28 -29 -24 |
right_child=1 2 3 4 -6 7 8 11 -10 -11 -12 -13 13 -15 15 19 -18 -19 -20 -21 -22 -23 26 24 -26 -27 27 28 -30 -31 |
leaf_value=0.044809429961089456 -0.053731331486367856 0.046332435612259464 0.028497399579919813 -0.064964630608099469 8.3366096043178592e-05 -0.011024626663563825 -0.031171304314217538 0.030108359051831325 -0.050488733389326038 0.070863085182323579 -0.021884249117225536 -0.02999557948771819 -0.015168713664362985 0.0275... |
leaf_weight=5.979345202445983 4.9751391708850852 4.9774054884910575 6.9694394320249513 5.920987829566001 8.9999935626983625 5.9843008369207471 9.2345210313797015 5.9869143068790462 12.329639807343481 5.1810559183359137 4.993442863225936 9.4357578307390195 6.9936729073524502 23.657614514231682 7.9825195670127886 4.98003... |
leaf_count=24 20 20 28 24 36 24 37 24 50 21 20 38 28 95 32 20 27 28 23 21 48 45 33 29 30 23 20 20 34 55 |
internal_value=-8.146e-07 -0.00113124 -3.48269e-06 -0.00101918 -0.0257292 0.000718748 -0.00662198 0.00897811 -0.0253284 0.0286441 0.0193899 0.000997125 0.00574651 0.0178247 -0.00622555 -0.014949 0.00738714 0.0304448 0.0144689 -0.04713 -0.0107075 0.00134451 -0.00236223 -0.0179549 -0.0338787 -0.0129267 0.00821039 -0.0101... |
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