Mortality prediction on N00079274 (test)
0.7281AUROCTransTab
Evaluation results
| Method | Links | |
|---|---|---|
| TransTablearning_setting=supervised, averaging=10 random seeds2022.05 | 0.7281 | |
| TabTranslearning_setting=supervised, averaging=10 random seeds2022.05 | 0.7178 | |
| SCARFlearning_setting=supervised, averaging=10 random seeds2022.05 | 0.7176 | |
| FT-Translearning_setting=supervised, averaging=10 random seeds2022.05 | 0.709 | |
| LRlearning_setting=supervised, averaging=10 random seeds2022.05 | 0.7067 | |
| MLPlearning_setting=supervised, averaging=10 random seeds2022.05 | 0.6967 | |
| AutoIntlearning_setting=supervised, averaging=10 random seeds2022.05 | 0.6958 | |
| DCNlearning_setting=supervised, averaging=10 random seeds2022.05 | 0.6952 | |
| SNNlearning_setting=supervised, averaging=10 random seeds2022.05 | 0.6948 | |
| TransTabLearning Setting=feature incremental learning2022.05 | 0.6857 | |
| VIMElearning_setting=supervised, averaging=10 random seeds2022.05 | 0.679 | |
| XGBoostlearning_setting=supervised, averaging=10 random seeds2022.05 | 0.6784 | |
| DCNLearning Setting=feature incremental learning2022.05 | 0.6535 | |
| SCARFLearning Setting=feature incremental learning2022.05 | 0.6535 | |
| FT-TransLearning Setting=feature incremental learning2022.05 | 0.6471 | |
| VIMELearning Setting=feature incremental learning2022.05 | 0.6444 | |
| AutoIntLearning Setting=feature incremental learning2022.05 | 0.6394 | |
| TabTransLearning Setting=feature incremental learning2022.05 | 0.6365 | |
| SNNLearning Setting=feature incremental learning2022.05 | 0.6336 | |
| LRLearning Setting=feature incremental learning2022.05 | 0.6258 | |
| MLPLearning Setting=feature incremental learning2022.05 | 0.622 | |
| TabNetLearning Setting=feature incremental learning2022.05 | 0.6052 | |
| XGBoostLearning Setting=feature incremental learning2022.05 | 0.6038 | |
| TabNetlearning_setting=supervised, averaging=10 random seeds2022.05 | 0.6031 |