{"duration": 2.294894218444824, "input_args": {"Data": "     F1_p2       F3_em1        F1+F3      |F1-F3|        F1xF3     F1/F3        F3/F1\n0     6.25   543.571910   549.821910   537.321910  3397.324438  0.011498    86.971506\n1     3.61   329.299560   332.909560   325.689560  1188.771411  0.010963    91.218715\n2     4.41  1210.967074  1215.377074  1206.557074  5340.364799  0.003642   274.595709\n3     3.24   543.571910   546.811910   540.331910  1761.172989  0.005961   167.769108\n4     4.84   664.141633   668.981633   659.301633  3214.445504  0.007288   137.219346\n..     ...          ...          ...          ...          ...       ...          ...\n145   0.09   120.510418   120.600418   120.420418    10.845938  0.000747  1339.004639\n146   0.04   163.021907   163.061907   162.981907     6.520876  0.000245  4075.547682\n147   0.04    98.484316    98.524316    98.444316     3.939373  0.000406  2462.107891\n148   0.04   199.336810   199.376810   199.296810     7.973472  0.000201  4983.420249\n149   0.04   147.413159   147.453159   147.373159     5.896526  0.000271  3685.328978\n\n[150 rows x 7 columns]", "clf": "XGBClassifier(base_score=0.5, booster='gbtree', colsample_bylevel=1,\n              colsample_bynode=1, colsample_bytree=1, eta=0.17855860960340292,\n              gamma=0, gpu_id=-1, importance_type='gain',\n              interaction_constraints='', learning_rate=0.178558603,\n              max_delta_step=0, max_depth=9, min_child_weight=1, missing=nan,\n              monotone_constraints='()', n_estimators=14, n_jobs=12,\n              num_parallel_tree=1, objective='multi:softprob', probability=True,\n              random_state=42, reg_alpha=0, reg_lambda=1, scale_pos_weight=None,\n              silent=True, subsample=1, tree_method='exact',\n              use_label_encoder=False, validate_parameters=1, ...)"}}