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| # | dataset algorithm parameters seed accuracy f1_macro bal_accuracy roc_auc time | ||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | geis_585.9 XGB base_score=0.5 | booster=gbtree | colsample_bylevel=1 | colsample_bytree=1 | gamma=0 | learning_rate=0.1 | max_delta_step=0 | max_depth=3 | min_child_weight=1 | missing=None | n_estimators=500 | n_jobs=1 | nthread=None | objective=binary:logistic | random_state=0 | reg_alpha=0 | reg_lambda=1 | scale_pos_weight=1 | seed=None | silent=True | subsample=1 11085 0.8537627341439369 0.8537621656074481 0.8538911801989335 0.9271996360403052 607.3424943089999 |
| 2 | geis_585.9 XGB base_score=0.5 | booster=gbtree | colsample_bylevel=1 | colsample_bytree=1 | gamma=0.1 | learning_rate=0.1 | max_delta_step=0 | max_depth=3 | min_child_weight=1 | missing=None | n_estimators=500 | n_jobs=1 | nthread=None | objective=binary:logistic | random_state=0 | reg_alpha=0 | reg_lambda=1 | scale_pos_weight=1 | seed=None | silent=True | subsample=1 14899 0.8347025961222477 0.8346465964754443 0.8346038291147171 0.9096962216071843 593.5407652380001 |
| 3 | geis_585.9 XGB base_score=0.5 | booster=gbtree | colsample_bylevel=1 | colsample_bytree=1 | gamma=0.1 | learning_rate=0.1 | max_delta_step=0 | max_depth=3 | min_child_weight=1 | missing=None | n_estimators=500 | n_jobs=1 | nthread=None | objective=binary:logistic | random_state=0 | reg_alpha=0 | reg_lambda=1 | scale_pos_weight=1 | seed=None | silent=True | subsample=1 27164 0.8632928031547815 0.8632006024028681 0.8631083841400191 0.932628865801225 625.133156911 |
| 4 | geis_585.9 XGB base_score=0.5 | booster=gbtree | colsample_bylevel=1 | colsample_bytree=1 | gamma=0 | learning_rate=0.1 | max_delta_step=0 | max_depth=3 | min_child_weight=1 | missing=None | n_estimators=500 | n_jobs=1 | nthread=None | objective=binary:logistic | random_state=0 | reg_alpha=0 | reg_lambda=1 | scale_pos_weight=1 | seed=None | silent=True | subsample=1 3674 0.8550772264212948 0.8550741588264701 0.8554635611347579 0.9262876218049824 595.444996939 |
| 5 | geis_585.9 XGB base_score=0.5 | booster=gbtree | colsample_bylevel=1 | colsample_bytree=1 | gamma=0.1 | learning_rate=0.1 | max_delta_step=0 | max_depth=3 | min_child_weight=1 | missing=None | n_estimators=500 | n_jobs=1 | nthread=None | objective=binary:logistic | random_state=0 | reg_alpha=0 | reg_lambda=1 | scale_pos_weight=1 | seed=None | silent=True | subsample=1 16612 0.8406178113703582 0.8405334270345519 0.8406932009527668 0.9182960091440736 626.761222193 |
| 6 | geis_585.9 XGB base_score=0.5 | booster=gbtree | colsample_bylevel=1 | colsample_bytree=1 | gamma=0 | learning_rate=0.1 | max_delta_step=0 | max_depth=3 | min_child_weight=1 | missing=None | n_estimators=500 | n_jobs=1 | nthread=None | objective=binary:logistic | random_state=0 | reg_alpha=0 | reg_lambda=1 | scale_pos_weight=1 | seed=None | silent=True | subsample=1 9168 0.8455471574104502 0.8454265514301673 0.8455035430479024 0.9195494428403822 621.704024305 |
| 7 | geis_585.9 XGB base_score=0.5 | booster=gbtree | colsample_bylevel=1 | colsample_bytree=1 | gamma=0.1 | learning_rate=0.1 | max_delta_step=0 | max_depth=3 | min_child_weight=1 | missing=None | n_estimators=500 | n_jobs=1 | nthread=None | objective=binary:logistic | random_state=0 | reg_alpha=0 | reg_lambda=1 | scale_pos_weight=1 | seed=None | silent=True | subsample=1 7016 0.8439040420637529 0.8438166049230307 0.8437505670227354 0.9143108762088925 610.692101353 |
| 8 | geis_585.9 XGB base_score=0.5 | booster=gbtree | colsample_bylevel=1 | colsample_bytree=1 | gamma=0 | learning_rate=0.1 | max_delta_step=0 | max_depth=3 | min_child_weight=1 | missing=None | n_estimators=500 | n_jobs=1 | nthread=None | objective=binary:logistic | random_state=0 | reg_alpha=0 | reg_lambda=1 | scale_pos_weight=1 | seed=None | silent=True | subsample=1 30993 0.8439040420637529 0.843806613585175 0.8437371744857483 0.9229592149726836 593.421377262 |
| 9 | geis_585.9 XGB base_score=0.5 | booster=gbtree | colsample_bylevel=1 | colsample_bytree=1 | gamma=0 | learning_rate=0.1 | max_delta_step=0 | max_depth=3 | min_child_weight=1 | missing=None | n_estimators=500 | n_jobs=1 | nthread=None | objective=binary:logistic | random_state=0 | reg_alpha=0 | reg_lambda=1 | scale_pos_weight=1 | seed=None | silent=True | subsample=1 4180 0.8448899112717713 0.8447744289394961 0.8449571265038122 0.9188204928832155 625.2714453699999 |
| 10 | geis_585.9 XGB base_score=0.5 | booster=gbtree | colsample_bylevel=1 | colsample_bytree=1 | gamma=0 | learning_rate=0.1 | max_delta_step=0 | max_depth=3 | min_child_weight=1 | missing=None | n_estimators=500 | n_jobs=1 | nthread=None | objective=binary:logistic | random_state=0 | reg_alpha=0 | reg_lambda=1 | scale_pos_weight=1 | seed=None | silent=True | subsample=1 1188 0.8567203417679922 0.8565429695947407 0.8564103583281992 0.9297102025333299 598.008201254 |