HEART DISEASE
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Multi-class classification | Heart-disease Hungarian | F1-score93.08 | 16 | |
| Binary Classification | Heart Disease | AUC0.93 | 15 | |
| Classification | Heart Disease 25% held-out (test) | Accuracy0.6 | 12 | |
| Clustering | Heart Disease dataset (test) | Calinski Harabasz Score67.88 | 10 | |
| Binary Classification | Heart disease Cleveland (test) | AUC0.91 | 7 | |
| Binary Classification | Heart Disease Cleveland standard processed (train) | AUC0.8314 | 6 | |
| Classification | Heart Disease Real World Incomplete (test) | Accuracy91.98 | 5 | |
| Classification | Heart Disease (10-fold CV) | P-Value0.468 | 5 | |
| Outlier Explanation | HEART DISEASE | MDL642 | 5 | |
| Imputation | Heart Disease | KS0.54 | 4 | |
| Data Imputation | Heart Disease | MI (dev)0.32 | 4 | |
| Data Imputation | Heart Disease | RMSE0.13 | 4 |
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