{"duration": 47.8493549823761, "input_args": {"Data": "      F1    F2_l1p  F3    F4_p4    F5_l1p     F6_l2    F7_l1p  F8    F9_l1p   F10_l10     F11_p4     F12_p4  F13   F14_l10   F15_l10  F16     F17_p4   F18_l1p     F4_p4xF17_p4\n0    184  5.093750  48  3111696  4.262680  7.622052  2.397895   6  5.176150  1.857332   81450625  639128961   16  2.250420  1.301030  187   47458321  5.940171  147675867622416\n1    158  5.010635  41  4100625  4.290459  7.636625  2.302585   9  5.141664  1.755875   68574961  418161601   14  2.149219  1.278754  189   49787136  5.802118  204158374560000\n2    127  4.976734  41  4477456  4.158883  7.693487  2.302585   6  5.081404  1.799341   74805201  418161601   10  2.201397  1.278754  199   45212176  5.736572  202435528704256\n3    164  4.927254  43  5308416  4.219508  7.658211  2.302585   3  5.093750  1.812913   65610000  454371856    3  2.195900  1.255273  193   18974736  5.641907  100725792178176\n4    112  4.812184  34  8503056  4.174387  7.700440  2.079442   2  4.955827  1.785330   54700816  260144641   14  2.146128  1.230449  200   14776336  5.411646  125644012482816\n..   ...       ...  ..      ...       ...       ...       ...  ..       ...       ...        ...        ...  ...       ...       ...  ...        ...       ...              ...\n841  173  5.017280  43  4100625  4.430817  7.515700  2.079442   4  5.153292  1.740363   52200625  454371856   15  2.089905  1.278754  180   18974736  5.789960   77808276810000\n842  186  5.023881  45  4100625  4.488636  7.531381  3.135494   1  5.231109  1.838849   43046721  466948881   10  2.187521  1.278754  180   21381376  5.817111   87677004960000\n843  119  5.023881  37  3418801  4.189655  7.700440  2.079442   0  5.123964  1.819544   88529281  276922881   16  2.238046  1.278754  201   24010000  5.849325   82085412010000\n844  172  5.093750  47  2560000  4.234107  7.679480  2.079442   9  5.192957  1.845098  100000000  547981281    6  2.267172  1.301030  200   24010000  6.008813   61465600000000\n845  255  5.583496  58   456976  4.454347  7.515700  1.945910   4  5.655992  1.707570  151807041  916636176    8  2.262451  1.462398  181  121550625  6.926577   55545718410000\n\n[846 rows x 19 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, ...)"}}