{"duration": 73.44196105003357, "input_args": {"Data": "       F4_p4     F17_p4   F18_l1p  F4_p4+F17_p4  F17_p4+F18_l1p  ...  F4_p4/F18_l1p/F17_p4  F17_p4/F18_l1p/F4_p4  F17_p4/F4_p4/F18_l1p  F18_l1p/F4_p4/F17_p4  F18_l1p/F17_p4/F4_p4\n0    3111696   47458321  5.940171      50570017    4.745833e+07  ...              0.011038              2.567534              2.567534          4.022439e-14          4.022439e-14\n1    4100625   49787136  5.802118      53887761    4.978714e+07  ...              0.014195              2.092572              2.092572          2.841969e-14          2.841969e-14\n2    4477456   45212176  5.736572      49689632    4.521218e+07  ...              0.017263              1.760239              1.760239          2.833777e-14          2.833777e-14\n3    5308416   18974736  5.641907      24283152    1.897474e+07  ...              0.049586              0.633556              0.633556          5.601254e-14          5.601254e-14\n4    8503056   14776336  5.411646      23279392    1.477634e+07  ...              0.106336              0.321116              0.321116          4.307126e-14          4.307126e-14\n..       ...        ...       ...           ...             ...  ...                   ...                   ...                   ...                   ...                   ...\n841  4100625   18974736  5.789960      23075361    1.897474e+07  ...              0.037325              0.799190              0.799190          7.441317e-14          7.441317e-14\n842  4100625   21381376  5.817111      25482001    2.138138e+07  ...              0.032969              0.896351              0.896351          6.634706e-14          6.634706e-14\n843  3418801   24010000  5.849325      27428801    2.401001e+07  ...              0.024343              1.200639              1.200639          7.125900e-14          7.125900e-14\n844  2560000   24010000  6.008813      26570000    2.401001e+07  ...              0.017744              1.560858              1.560858          9.775896e-14          9.775896e-14\n845   456976  121550625  6.926577     122007601    1.215506e+08  ...              0.000543             38.401230             38.401230          1.247005e-13          1.247005e-13\n\n[846 rows x 27 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, ...)"}}