Binary classification on UCI Heart Disease
0.89Full-data UB (AUROC)XGBoost
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| XGBoostReplay=false2026.04 | 0.89 | 0.75 | 0.84 | |
| XGBoostReplay=true2026.04 | 0.89 | 0.78 | 0.85 | |
| Tree of ConceptsReplay=true2026.04 | 0.89 | 0.8 | 0.85 | |
| FT-TransformerReplay=false2026.04 | 0.88 | 0.73 | 0.83 | |
| FT-TransformerReplay=true2026.04 | 0.88 | 0.76 | 0.84 | |
| Decision TreeReplay=false2026.04 | 0.83 | 0.56 | 0.72 | |
| Decision TreeReplay=true2026.04 | 0.83 | 0.63 | 0.73 |