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| # | dataset algorithm parameters seed accuracy f1_macro bal_accuracy roc_auc time | ||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | geis_530.81 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 0.757234138680321 0.7568650477522836 0.757393489771311 0.8357851964565164 10025.003196229 |
| 2 | geis_530.81 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 0.757320195348637 0.7569487826662025 0.757231161034216 0.8333016118559035 10031.32563966 |
| 3 | geis_530.81 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 0.7546954669649965 0.7544588171987562 0.75486508569459 0.834338216694078 10015.97578276 |
| 4 | geis_530.81 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 30993 0.7606979195800435 0.7604003674821964 0.7607665450759191 0.8394938497880655 9995.195032517 |
| 5 | geis_530.81 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 1188 0.7566102278350294 0.7563098088105209 0.7564750053349205 0.8357690070446204 10030.931950817 |
| 6 | geis_530.81 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 0.7544157827929692 0.7541345592694493 0.754380968022972 0.8325935304701783 10121.063925858001 |
| 7 | geis_530.81 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 0.7563735719971602 0.756157071555704 0.7564085316515268 0.8352692868859484 10212.794784631 |
| 8 | geis_530.81 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 0.7605473204104903 0.7602755575688447 0.7605030819011858 0.8363314052847026 10324.348436371 |
| 9 | geis_530.81 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 0.7565026569996343 0.7561950574280458 0.7565570526826788 0.8345305100453205 10436.369899669 |
| 10 | geis_530.81 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 0.7576429078548224 0.7574309458911891 0.7577410234200771 0.8365891142870033 10371.485130654 |