UCI Heart Disease
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Classification | UCI Heart Disease | ROC-AUC91.34 | 30 | |
| Cardiovascular Disease Detection | UCI Heart Disease (5-fold stratified CV) | Accuracy86.1 | 17 | |
| Binary classification | UCI Heart Disease | Full-data UB (AUROC)0.89 | 7 | |
| Classification | UCI Heart Disease | FN Rate20.8 | 6 | |
| Harmful shift detection | UCI Heart Disease (UCI-HD) 5-class (test) | AUC-ROC1 | 6 |
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