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| # | dataset algorithm parameters seed accuracy f1_macro bal_accuracy roc_auc time | ||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | geis_331.0 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 11085 0.7792338709677419 0.7789892927083599 0.7790379211699009 0.8434053342682785 373.197469151 |
| 2 | geis_331.0 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 14899 0.7721774193548387 0.7721253172521114 0.7721450534929226 0.8554430637086732 382.665363149 |
| 3 | geis_331.0 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 27164 0.7943548387096774 0.794351495049022 0.7943595100952412 0.8721799582938697 406.976333672 |
| 4 | geis_331.0 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 3674 0.7943548387096774 0.7943473153202958 0.7943517121182095 0.8578202568050284 405.563453022 |
| 5 | geis_331.0 XGB base_score=0.5 | booster=gbtree | colsample_bylevel=1 | colsample_bytree=1 | gamma=0.1 | learning_rate=0.01 | 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 0.7767137096774194 0.7766087748420537 0.7766286914039663 0.8518237785132201 406.212848571 |
| 6 | geis_331.0 XGB base_score=0.5 | booster=gbtree | colsample_bylevel=1 | colsample_bytree=1 | gamma=0 | learning_rate=0.01 | 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 0.7837701612903226 0.7828805036163369 0.7846593218960891 0.8594606268802343 386.929780368 |
| 7 | geis_331.0 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 9168 0.7923387096774194 0.7923176051156342 0.7923109441815845 0.8611592117457685 404.903417091 |
| 8 | geis_331.0 XGB base_score=0.5 | booster=gbtree | colsample_bylevel=1 | colsample_bytree=1 | gamma=0 | learning_rate=0.01 | 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 0.766633064516129 0.7665831938944176 0.7668287968389698 0.8456375770719617 406.883665511 |
| 9 | geis_331.0 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 4180 0.7837701612903226 0.7837542845252514 0.7838696564584889 0.8533716457574327 376.94535526699997 |
| 10 | geis_331.0 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 0.780241935483871 0.7801916777033641 0.7801701927855577 0.8567417015010015 410.110461277 |