Table 1. Summary of the datasets used in the experimental section.
| Out-of-sample accuracy | |||||||
|---|---|---|---|---|---|---|---|
| Dataset | F | lin | log | rf | kn | mlp | svc |
| Drug | 10 | 0.583 | 0.588 | 0.788 | 0.828 | 0.904 | 0.925 |
| Arrhythmia | 279 | 0.635 | 0.746 | 0.838 | 0.684 | 0.765 | 0.500 |
| Heart risk | 15 | 0.665 | 0.670 | 0.740 | 0.832 | 0.865 | 0.892 |
| Breast cancer | 30 | 0.969 | 0.986 | 0.934 | 0.986 | 0.979 | 0.629 |