{"duration": 10.513028860092163, "input_args": {"Data": "        F2    F37_l2  F2+F37_l2  |F2-F37_l2|  F2xF37_l2  F2/F37_l2  F37_l2/F2\n0    9.085  2.019346  11.104346     7.065654  18.345759   4.498981   0.222273\n1    8.179  1.802814   9.981814     6.376186  14.745212   4.536797   0.220420\n2    8.297  1.884793  10.181793     6.412207  15.638130   4.402074   0.227166\n3    9.673  1.997473  11.670473     7.675527  19.321557   4.842618   0.206500\n4    9.825  2.001802  11.826802     7.823198  19.667707   4.908077   0.203746\n..     ...       ...        ...          ...        ...        ...        ...\n832  7.878  1.837136   9.715136     6.040864  14.472957   4.288197   0.233198\n833  8.046  1.874207   9.920207     6.171793  15.079868   4.293016   0.232936\n834  8.901  1.978928  10.879928     6.922072  17.614436   4.497890   0.222326\n835  8.778  1.806118  10.584118     6.971882  15.854102   4.860148   0.205755\n836  8.680  1.806118  10.486118     6.873882  15.677102   4.805888   0.208078\n\n[837 rows x 7 columns]", "clf": "XGBClassifier(base_score=0.5, booster='gbtree', colsample_bylevel=1,\n              colsample_bynode=1, colsample_bytree=0.8702434039276976,\n              eta=0.2593099998788648, gamma=0, gpu_id=-1,\n              importance_type='gain', interaction_constraints='',\n              learning_rate=0.259310007, max_delta_step=0, max_depth=6,\n              min_child_weight=1, missing=nan, monotone_constraints='()',\n              n_estimators=188, n_jobs=12, num_parallel_tree=1,\n              probability=True, random_state=42, reg_alpha=0, reg_lambda=1,\n              scale_pos_weight=1, silent=True, subsample=0.9972633684544026,\n              tree_method='exact', use_label_encoder=False,\n              validate_parameters=1, verbosity=0)"}}