{"duration": 45.529603004455566, "input_args": {"Data": "      F1    F2_l1p  F3    F4_p4    F5_l1p   F6    F7_l1p  F8    F9_l1p  F10     F11_p4  F12  F13   F14_l10   F15_l10  F16  F17   F18_l1p\n0    184  5.093750  48  3111696  4.262680  197  2.397895   6  5.176150   72   81450625  159   16  2.250420  1.301030  187   83  5.940171\n1    158  5.010635  41  4100625  4.290459  199  2.302585   9  5.141664   57   68574961  143   14  2.149219  1.278754  189   84  5.802118\n2    127  4.976734  41  4477456  4.158883  207  2.302585   6  5.081404   63   74805201  143   10  2.201397  1.278754  199   82  5.736572\n3    164  4.927254  43  5308416  4.219508  202  2.302585   3  5.093750   65   65610000  146    3  2.195900  1.255273  193   66  5.641907\n4    112  4.812184  34  8503056  4.174387  208  2.079442   2  4.955827   61   54700816  127   14  2.146128  1.230449  200   62  5.411646\n..   ...       ...  ..      ...       ...  ...       ...  ..       ...  ...        ...  ...  ...       ...       ...  ...  ...       ...\n841  173  5.017280  43  4100625  4.430817  183  2.079442   4  5.153292   55   52200625  146   15  2.089905  1.278754  180   66  5.789960\n842  186  5.023881  45  4100625  4.488636  185  3.135494   1  5.231109   69   43046721  147   10  2.187521  1.278754  180   68  5.817111\n843  119  5.023881  37  3418801  4.189655  208  2.079442   0  5.123964   66   88529281  129   16  2.238046  1.278754  201   70  5.849325\n844  172  5.093750  47  2560000  4.234107  205  2.079442   9  5.192957   70  100000000  153    6  2.267172  1.301030  200   70  6.008813\n845  255  5.583496  58   456976  4.454347  183  1.945910   4  5.655992   51  151807041  174    8  2.262451  1.462398  181  105  6.926577\n\n[846 rows x 18 columns]", "clf": "XGBClassifier(base_score=0.5, booster='gbtree', colsample_bylevel=1,\n              colsample_bynode=1, colsample_bytree=0.8650366644053494,\n              eta=0.232401544584516, gamma=0, gpu_id=-1, importance_type='gain',\n              interaction_constraints='', learning_rate=0.23240155,\n              max_delta_step=0, max_depth=9, min_child_weight=1, missing=nan,\n              monotone_constraints='()', n_estimators=178, n_jobs=12,\n              num_parallel_tree=1, objective='multi:softprob', probability=True,\n              random_state=42, reg_alpha=0, reg_lambda=1, scale_pos_weight=None,\n              silent=True, subsample=0.8944429850323898, tree_method='exact',\n              use_label_encoder=False, validate_parameters=1, ...)"}}