Clinical trial outcome prediction on N00174655 (set2)
88.6AUROCXGBoost
Evaluation Results
| Method | Links | |
|---|---|---|
| XGBoostLearning Strategy=Transfer learning2022.05 | 88.6 | |
| FT-TransLearning Strategy=Transfer learning2022.05 | 85.8 | |
| MLPLearning Strategy=Transfer learning2022.05 | 85.7 | |
| TransTabLearning Strategy=Transfer learning2022.05 | 84.6 | |
| TabTransLearning Strategy=Transfer learning2022.05 | 82.2 | |
| LRLearning Strategy=Transfer learning2022.05 | 81.9 | |
| SCARFLearning Strategy=Transfer learning2022.05 | 81.4 | |
| DCNLearning Strategy=Transfer learning2022.05 | 79 | |
| SNNLearning Strategy=Transfer learning2022.05 | 75.4 | |
| AutoIntLearning Strategy=Transfer learning2022.05 | 73 | |
| VIMELearning Strategy=Transfer learning2022.05 | 72.6 | |
| TabNetLearning Strategy=Transfer learning2022.05 | 59.2 |