{"duration": 16.84209895133972, "input_args": {"Data": "         F1_l2    F9_l10  F1_l2+F9_l10  |F1_l2-F9_l10|  F1_l2xF9_l10  F1_l2/F9_l10  F9_l10/F1_l2\n0    -0.621488 -0.327902     -0.949391        0.293586      0.203787      1.895347      0.527608\n1    -0.785875 -0.244125     -1.030000        0.541750      0.191852      3.219149      0.310641\n2    -1.836501 -0.124939     -1.961440        1.711563      0.229450     14.699214      0.068031\n3    -1.395929 -0.136677     -1.532606        1.259252      0.190792     10.213330      0.097911\n4    -0.943416 -0.207608     -1.151025        0.735808      0.195861      4.544213      0.220060\n...        ...       ...           ...             ...           ...           ...           ...\n1594 -0.736966 -0.236572     -0.973538        0.500394      0.174345      3.115185      0.321008\n1595 -0.862496 -0.119186     -0.981683        0.743310      0.102798      7.236534      0.138188\n1596 -0.971431 -0.124939     -1.096370        0.846492      0.121369      7.775257      0.128613\n1597 -0.632629 -0.148742     -0.781371        0.483887      0.094098      4.253206      0.235117\n1598 -1.689660 -0.180456     -1.870116        1.509204      0.304909      9.363276      0.106800\n\n[1599 rows x 7 columns]", "clf": "XGBClassifier(base_score=0.5, booster='gbtree', colsample_bylevel=1,\n              colsample_bynode=1, colsample_bytree=0.9223705789444759,\n              eta=0.08487346516301046, gamma=0, gpu_id=-1,\n              importance_type='gain', interaction_constraints='',\n              learning_rate=0.0848734677, max_delta_step=0, max_depth=7,\n              min_child_weight=1, missing=nan, monotone_constraints='()',\n              n_estimators=76, n_jobs=12, num_parallel_tree=1,\n              objective='multi:softprob', probability=True, random_state=42,\n              reg_alpha=0, reg_lambda=1, scale_pos_weight=None, silent=True,\n              subsample=0.8912139968434072, tree_method='exact',\n              use_label_encoder=False, validate_parameters=1, ...)"}}