{"duration": 45.01210117340088, "input_args": {"Data": "      F1    F2_l1p  F3    F4_p4    F5_l1p     F6_l2    F7_l1p  F8    F9_l1p  F10     F11_p4  F12  F13   F14_l10   F15_l10  F16     F17_p4   F18_l1p\n0    184  5.093750  48  3111696  4.262680  7.622052  2.397895   6  5.176150   72   81450625  159   16  2.250420  1.301030  187   47458321  5.940171\n1    158  5.010635  41  4100625  4.290459  7.636625  2.302585   9  5.141664   57   68574961  143   14  2.149219  1.278754  189   49787136  5.802118\n2    127  4.976734  41  4477456  4.158883  7.693487  2.302585   6  5.081404   63   74805201  143   10  2.201397  1.278754  199   45212176  5.736572\n3    164  4.927254  43  5308416  4.219508  7.658211  2.302585   3  5.093750   65   65610000  146    3  2.195900  1.255273  193   18974736  5.641907\n4    112  4.812184  34  8503056  4.174387  7.700440  2.079442   2  4.955827   61   54700816  127   14  2.146128  1.230449  200   14776336  5.411646\n..   ...       ...  ..      ...       ...       ...       ...  ..       ...  ...        ...  ...  ...       ...       ...  ...        ...       ...\n841  173  5.017280  43  4100625  4.430817  7.515700  2.079442   4  5.153292   55   52200625  146   15  2.089905  1.278754  180   18974736  5.789960\n842  186  5.023881  45  4100625  4.488636  7.531381  3.135494   1  5.231109   69   43046721  147   10  2.187521  1.278754  180   21381376  5.817111\n843  119  5.023881  37  3418801  4.189655  7.700440  2.079442   0  5.123964   66   88529281  129   16  2.238046  1.278754  201   24010000  5.849325\n844  172  5.093750  47  2560000  4.234107  7.679480  2.079442   9  5.192957   70  100000000  153    6  2.267172  1.301030  200   24010000  6.008813\n845  255  5.583496  58   456976  4.454347  7.515700  1.945910   4  5.655992   51  151807041  174    8  2.262451  1.462398  181  121550625  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, ...)"}}