Mortality prediction on N00694382 (test)
0.7795AUROCTransTab
Evaluation results
| Method | Links | |
|---|---|---|
| TransTabLearning Setting=feature incremental learning2022.05 | 0.7795 | |
| TransTablearning_setting=supervised, averaging=10 random seeds2022.05 | 0.7648 | |
| DCNlearning_setting=supervised, averaging=10 random seeds2022.05 | 0.7458 | |
| XGBoostlearning_setting=supervised, averaging=10 random seeds2022.05 | 0.744 | |
| AutoIntlearning_setting=supervised, averaging=10 random seeds2022.05 | 0.7411 | |
| LRlearning_setting=supervised, averaging=10 random seeds2022.05 | 0.736 | |
| SNNlearning_setting=supervised, averaging=10 random seeds2022.05 | 0.7246 | |
| LRLearning Setting=feature incremental learning2022.05 | 0.7236 | |
| VIMElearning_setting=supervised, averaging=10 random seeds2022.05 | 0.7232 | |
| FT-Translearning_setting=supervised, averaging=10 random seeds2022.05 | 0.7231 | |
| TabTranslearning_setting=supervised, averaging=10 random seeds2022.05 | 0.7229 | |
| TabNetlearning_setting=supervised, averaging=10 random seeds2022.05 | 0.7113 | |
| SCARFlearning_setting=supervised, averaging=10 random seeds2022.05 | 0.7103 | |
| MLPlearning_setting=supervised, averaging=10 random seeds2022.05 | 0.7063 | |
| SNNLearning Setting=feature incremental learning2022.05 | 0.7035 | |
| AutoIntLearning Setting=feature incremental learning2022.05 | 0.6974 | |
| DCNLearning Setting=feature incremental learning2022.05 | 0.6957 | |
| SCARFLearning Setting=feature incremental learning2022.05 | 0.6957 | |
| MLPLearning Setting=feature incremental learning2022.05 | 0.6851 | |
| TabTransLearning Setting=feature incremental learning2022.05 | 0.6841 | |
| FT-TransLearning Setting=feature incremental learning2022.05 | 0.6815 | |
| TabNetLearning Setting=feature incremental learning2022.05 | 0.6668 | |
| XGBoostLearning Setting=feature incremental learning2022.05 | 0.6463 | |
| VIMELearning Setting=feature incremental learning2022.05 | 0.6436 |