{"duration": 23.081444025039673, "input_args": {"Data": "        F5     F26_p2  F5+F26_p2  |F5-F26_p2|   F5xF26_p2  F5/F26_p2  F26_p2/F5\n0    2.263  23.280625  25.543625    21.017625   52.684054   0.097205  10.287506\n1    2.194  20.811844  23.005844    18.617844   45.661186   0.105421   9.485799\n2    2.424  24.820324  27.244324    22.396324   60.164465   0.097662  10.239408\n3    2.690  39.891856  42.581856    37.201856  107.309093   0.067432  14.829686\n4    2.700  40.068900  42.768900    37.368900  108.186030   0.067384  14.840333\n..     ...        ...        ...          ...         ...        ...        ...\n832  2.136  20.241001  22.377001    18.105001   43.234778   0.105528   9.476124\n833  2.222  22.877089  25.099089    20.655089   50.832892   0.097128  10.295720\n834  2.499  28.196100  30.695100    25.697100   70.462054   0.088629  11.282953\n835  2.361  24.770529  27.131529    22.409529   58.483219   0.095315  10.491541\n836  2.361  24.770529  27.131529    22.409529   58.483219   0.095315  10.491541\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)"}}