1 line
404 KiB
JSON
1 line
404 KiB
JSON
|
|
{"learner":{"attributes":{"scikit_learn":"{\"_estimator_type\": \"classifier\"}"},"feature_names":["abs_pm_a","pm_a_accel","cb_a_abs","bn_a_abs","edge","cb_same","bn_same","cb_stronger","bid_ratio","vol_ratio","total_vol","vol_growth","rv_5m","trades","open_vol_ratio","open_matches","diff_abs","pm_a_velocity","pm_a_from_peak","ask_from_peak","direction_flips","time_at_direction","rv_ratio","dvol","funding","oi_chg","cb_vol_60s","vol_spike","flip_rate","left_sec","pm_a_z","pm_a_vol_z"],"feature_types":["float","float","float","float","float","int","int","int","float","float","float","float","float","int","float","int","float","float","float","float","int","float","float","float","float","float","float","float","float","float","float","float"],"gradient_booster":{"model":{"cats":{"enc":[],"feature_segments":[],"sorted_idx":[]},"gbtree_model_param":{"num_parallel_tree":"1","num_trees":"200"},"iteration_indptr":[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103,104,105,106,107,108,109,110,111,112,113,114,115,116,117,118,119,120,121,122,123,124,125,126,127,128,129,130,131,132,133,134,135,136,137,138,139,140,141,142,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,164,165,166,167,168,169,170,171,172,173,174,175,176,177,178,179,180,181,182,183,184,185,186,187,188,189,190,191,192,193,194,195,196,197,198,199,200],"tree_info":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"trees":[{"base_weights":[-4.457551E-3,-8.0887914E-1,6.632324E-1,-1.2241449E0,-3.8000053E-1,2.9098013E-1,9.7190136E-1,-1.3894355E0,-6.4669955E-1,-7.9930437E-1,-1.4058712E-1,6.643288E-2,4.9270782E-1,1.091766E0,7.8197527E-1,-4.4964187E-2,-7.793828E-2,-9.421225E-2,-2.003243E-2,-1.8032579E-1,-3.645517E-2,1.0121196E-2,-2.6353588E-2,-1.885714E-3,3.689924E-2,2.9435894E-2,2.2976405E-3,4.7057483E-2,5.872343E-2,3.0028204E-2,4.9318355E-2],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"id":0,"left_children":[1,3,5,7,9,11,13,15,17,19,21,23,25,27,29,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1],"loss_changes":[2.2113184E3,3.3210767E2,2.582209E2,8.961145E1,9.225061E1,4.6228065E1,2.713623E1,5.971582E1,6.407427E1,6.322888E1,7.790851E1,3.391069E1,2.3041412E1,8.252441E0,1.7177399E1,0E0,0E0,0E0,0E0,0E0,0E0,0E0,0E0,0E0,0E0,0E0,0E0,0E0,0E0,0E0,0E0],"parents":[2147483647,0,0,1,1,2,2,3,3,4,4,5,5,6,6,7,7,8,8,9,9,10,10,11,11,12,12,13,13,14,14],"right_children":[2,4,6,8,10,12,14,16,18,20,22,24,26,28,30,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1],"split_conditions":[3.15E1,1.47E1,6.04E1,3.4234066E0,4.5048818E-1,7.427346E-1,1.0114E2,6.3E1,2E0,1E0,1.0114E2,2.25E2,1.2482E2,8.33E1,9.24E1,-4.4964187E-2,-7.793828E-2,-9.421225E-2,-2.003243E-2,-1.8032579E-1,-3.645517E-2,1.0121196E-2,-2.6353588E-2,-1.885714E-3,3.689924E-2,2.9435894E-2,2.2976405E-3,4.7057483E-2,5.872343E-2,3.0028204E-2,4.9318355E-2],"split_indices":[2,2,2,30,18,18,29,29,3,5,29,21,29,2,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"split_type":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"sum_hessian":[4.115114E3,1.8663523E3,2.2487615E3,9.4728265E2,9.1906964E2,1.0202685E3,1.2284928E3,7.353784E2,2.1190428E2,3.3318958E2,5.8588007E2,4.8345456E2,5.3681396E2,7.502515E2,4.7824127E2,1.9043785E2,5.4494055E2,3.4039616E1,1.7786467E2,6.8999224E0,3.2628967E2,3.1064984E2,2.7523022E2,4.1936194E2,6.409261E1,4.4159503E2,9.5218925E1,2.7032364E2,4.7992792E2,2.5545045E2,2.2279083E2],"tre
|