{"duration": 14.059135913848877, "input_args": {"Data": "     F7  F10  F7+F10  |F7-F10|  F7xF10  F7/F10  F10/F7\n0     0    0       0         0       0     0.0     0.0\n1     6    6      12         0      36     1.0     1.0\n2     0    0       0         0       0     0.0     0.0\n3     0    0       0         0       0     0.0     0.0\n4     0    0       0         0       0     0.0     0.0\n..   ..  ...     ...       ...     ...     ...     ...\n832   0    0       0         0       0     0.0     0.0\n833   2    2       4         0       4     1.0     1.0\n834   0    0       0         0       0     0.0     0.0\n835   0    0       0         0       0     0.0     0.0\n836   0    0       0         0       0     0.0     0.0\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)"}}