{"duration": 31.682257890701294, "input_args": {"Data": "        F5_em1      F12_p2       F26_p4  F5_em1+F12_p2  F12_p2+F26_p4  F5_em1+F26_p4  F5_em1+F12_p2+F26_p4  ...  F26_p4/F5_em1  F5_em1/F12_p2/F26_p4  F5_em1/F26_p4/F12_p2  F12_p2/F26_p4/F5_em1  F12_p2/F5_em1/F26_p4  F26_p4/F5_em1/F12_p2  F26_p4/F12_p2/F5_em1\n0     8.611882   98.049604   541.987500     106.661486     640.037104     550.599382            648.648986  ...      62.934853              0.000162              0.000162              0.021007              0.021007              0.641867              0.641867\n1     7.971026  101.082916   433.132851     109.053942     534.215767     441.103876            542.186792  ...      54.338410              0.000182              0.000182              0.029278              0.029278              0.537563              0.537563\n2    10.290933  104.571076   616.048483     114.862009     720.619559     626.339416            730.910492  ...      59.863230              0.000160              0.000160              0.016495              0.016495              0.572465              0.572465\n3    13.731676  152.596609  1591.360175     166.328285    1743.956784    1605.091851           1757.688460  ...     115.889727              0.000057              0.000057              0.006983              0.006983              0.759452              0.759452\n4    13.879732  156.725361  1605.516747     170.605093    1762.242108    1619.396479           1776.121840  ...     115.673471              0.000055              0.000055              0.007033              0.007033              0.738065              0.738065\n..         ...         ...          ...            ...            ...            ...                   ...  ...            ...                   ...                   ...                   ...                   ...                   ...                   ...\n832   7.465508   86.694721   409.698121      94.160229     496.392842     417.163629            503.858350  ...      54.878802              0.000210              0.000210              0.028345              0.028345              0.633012              0.633012\n833   8.225764   93.470224   523.361201     101.695988     616.831425     531.586965            625.057189  ...      63.624632              0.000168              0.000168              0.021712              0.021712              0.680694              0.680694\n834  11.170318  114.083761   795.020055     125.254079     909.103816     806.190373            920.274134  ...      71.172556              0.000123              0.000123              0.012846              0.012846              0.623862              0.623862\n835   9.601548  115.240225   613.579107     124.841773     728.819332     623.180655            738.420880  ...      63.904188              0.000136              0.000136              0.019561              0.019561              0.554530              0.554530\n836   9.601548  114.361636   613.579107     123.963184     727.940743     623.180655            737.542291  ...      63.904188              0.000137              0.000137              0.019412              0.019412              0.558790              0.558790\n\n[837 rows x 27 columns]", "clf": "XGBClassifier(base_score=0.5, booster='gbtree', colsample_bylevel=1,\n              colsample_bynode=1, colsample_bytree=0.8702434039276976,\n              eta=0.2593099998788648, gamma=0, gpu_id=-1,\n              importance_type='gain', interaction_constraints='',\n              learning_rate=0.259310007, max_delta_step=0, max_depth=6,\n              min_child_weight=1, missing=nan, monotone_constraints='()',\n              n_estimators=188, n_jobs=12, num_parallel_tree=1,\n              probability=True, random_state=42, reg_alpha=0, reg_lambda=1,\n              scale_pos_weight=1, silent=True, subsample=0.9972633684544026,\n              tree_method='exact', use_label_encoder=False,\n              validate_parameters=1, verbosity=0)"}}