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| # | dataset algorithm parameters seed accuracy f1_macro bal_accuracy roc_auc time | ||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | geis_571.8 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 0.8332628015234871 0.8332627716624328 0.83330288637194 0.9123919132870539 488.744884607 |
| 2 | geis_571.8 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 0.8328396106644097 0.832839490916971 0.8328785445229768 0.9107545315305119 513.1924424929999 |
| 3 | geis_571.8 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 3674 0.8205670757511637 0.8204551449674282 0.8204545454545455 0.902755211691382 473.52035297000003 |
| 4 | geis_571.8 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 0.8214134574693187 0.8213901387057947 0.8214937840216248 0.9038992114292593 496.25904151899994 |
| 5 | geis_571.8 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 0.8273381294964028 0.8273002416102766 0.8274065456379368 0.9049588730602427 469.310133938 |
| 6 | geis_571.8 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 9168 0.8154887854422345 0.8154570244937673 0.8154570787933493 0.8958927023561354 473.11331989999996 |
| 7 | geis_571.8 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 7016 0.8374947101142616 0.8374630105970609 0.8374398052563032 0.9113874628730427 469.239918107 |
| 8 | geis_571.8 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 0.8192975031739315 0.8192403983873179 0.8192453492705019 0.8998616963338779 495.79148254600005 |
| 9 | geis_571.8 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 4180 0.8315700380871773 0.8315692839786352 0.83160678925846 0.9055533824502885 464.01696286000004 |
| 10 | geis_571.8 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 1188 0.8011002962336013 0.8009402646936523 0.8012199105680691 0.8867827142204221 472.03540055499997 |