Mortality prediction on N00312208 (test)
77.7AUROCTransTab
Evaluation Results
| Method | Links | |
|---|---|---|
| TransTablearning_setting=supervised, averaging=10 random seeds2022.05 | 77.7 | |
| TransTabLearning Setting=feature incremental learning2022.05 | 76.17 | |
| FT-Translearning_setting=supervised, averaging=10 random seeds2022.05 | 75.86 | |
| AutoIntlearning_setting=supervised, averaging=10 random seeds2022.05 | 74.79 | |
| SNNlearning_setting=supervised, averaging=10 random seeds2022.05 | 74.69 | |
| DCNlearning_setting=supervised, averaging=10 random seeds2022.05 | 74.31 | |
| MLPlearning_setting=supervised, averaging=10 random seeds2022.05 | 74.27 | |
| LRlearning_setting=supervised, averaging=10 random seeds2022.05 | 73.82 | |
| SCARFlearning_setting=supervised, averaging=10 random seeds2022.05 | 72.67 | |
| VIMElearning_setting=supervised, averaging=10 random seeds2022.05 | 72.27 | |
| FT-TransLearning Setting=feature incremental learning2022.05 | 71.48 | |
| SCARFLearning Setting=feature incremental learning2022.05 | 70.72 | |
| TabTranslearning_setting=supervised, averaging=10 random seeds2022.05 | 70.69 | |
| AutoIntLearning Setting=feature incremental learning2022.05 | 70.31 | |
| XGBoostlearning_setting=supervised, averaging=10 random seeds2022.05 | 69.11 | |
| TabNetlearning_setting=supervised, averaging=10 random seeds2022.05 | 69.1 | |
| MLPLearning Setting=feature incremental learning2022.05 | 68.71 | |
| SNNLearning Setting=feature incremental learning2022.05 | 68.54 | |
| LRLearning Setting=feature incremental learning2022.05 | 68.01 | |
| XGBoostLearning Setting=feature incremental learning2022.05 | 67.6 | |
| DCNLearning Setting=feature incremental learning2022.05 | 66.4 | |
| TabTransLearning Setting=feature incremental learning2022.05 | 64.33 | |
| TabNetLearning Setting=feature incremental learning2022.05 | 58.49 | |
| VIMELearning Setting=feature incremental learning2022.05 | 37.05 |