Binary Classification on Adult (test) (AUROC)
0.914AUROCTabTrans
Evaluation Results
| Method | Links | |
|---|---|---|
| TabTranslearning_setting=supervised learning2022.05 | 0.914 | |
| DCNlearning_setting=supervised learning2022.05 | 0.913 | |
| AutoIntlearning_setting=supervised learning2022.05 | 0.913 | |
| FT-Translearning_setting=supervised learning2022.05 | 0.913 | |
| XGBoostlearning_setting=supervised learning2022.05 | 0.912 | |
| VIMElearning_setting=supervised learning2022.05 | 0.912 | |
| SCARFlearning_setting=supervised learning2022.05 | 0.911 | |
| TransTablearning_setting=supervised learning2022.05 | 0.907 | |
| MLPlearning_setting=supervised learning2022.05 | 0.904 | |
| TabNetlearning_setting=supervised learning2022.05 | 0.904 | |
| SNNlearning_setting=supervised learning2022.05 | 0.902 | |
| LLPFC-uniformBag size=82022.03 | 0.8751 | |
| LMMCMBag size=82022.03 | 0.8728 | |
| InvCalBag size=82022.03 | 0.872 | |
| LMMCMBag size=322022.03 | 0.8693 | |
| LLPFC-approxBag size=82022.03 | 0.8676 | |
| LMMCMBag size=5122022.03 | 0.8674 | |
| InvCalBag size=322022.03 | 0.8672 | |
| LMMCMBag size=1282022.03 | 0.8669 | |
| LLPFC-uniformBag size=322022.03 | 0.8627 | |
| LLPFC-uniformBag size=1282022.03 | 0.8616 | |
| LLPFC-uniformBag size=5122022.03 | 0.8594 | |
| alter-xSVMBag size=82022.03 | 0.8586 | |
| LLPFC-approxBag size=322022.03 | 0.857 | |
| InvCalBag size=1282022.03 | 0.8537 | |
| LRlearning_setting=supervised learning2022.05 | 0.851 | |
| LLPFC-approxBag size=1282022.03 | 0.8509 | |
| LLPFC-approxBag size=5122022.03 | 0.8478 | |
| alter-xSVMBag size=322022.03 | 0.7394 | |
| alter-xSVMBag size=1282022.03 | 0.726 | |
| InvCalBag size=5122022.03 | 0.7256 | |
| alter-xSVMBag size=5122022.03 | 0.6876 |