{"duration": 10.50400710105896, "input_args": {"Data": "       F3_l1p  F39_l2  F3_l1p+F39_l2  |F3_l1p-F39_l2|  F3_l1pxF39_l2  F3_l1p/F39_l2  F39_l2/F3_l1p\n0    0.000000     0.0       0.000000         0.000000       0.000000       0.000000       0.000000\n1    1.098612     2.0       3.098612         0.901388       2.197225       0.549306       1.820478\n2    0.000000     0.0       0.000000         0.000000       0.000000       0.000000       0.000000\n3    0.000000     0.0       0.000000         0.000000       0.000000       0.000000       0.000000\n4    0.000000     0.0       0.000000         0.000000       0.000000       0.000000       0.000000\n..        ...     ...            ...              ...            ...            ...            ...\n832  0.000000     0.0       0.000000         0.000000       0.000000       0.000000       0.000000\n833  0.693147     1.0       1.693147         0.306853       0.693147       0.693147       1.442695\n834  0.000000     0.0       0.000000         0.000000       0.000000       0.000000       0.000000\n835  0.000000     0.0       0.000000         0.000000       0.000000       0.000000       0.000000\n836  0.000000     0.0       0.000000         0.000000       0.000000       0.000000       0.000000\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)"}}