Table 5.
Quantity of selected features. Number of selected features of our EFS method with and without the AUC-FS
| Dataset | EFS | EFS without AUC-FS | Intersection |
|---|---|---|---|
| MI-Mortality | 5 | 5 | 5 |
| Fibrosis | 7 | 9 | 7 |
| FLIP | 5 | 5 | 5 |
| SPECTF | 19 | 20 | 19 |
| Sonar | 24 | 24 | 24 |
| WBC | 10 | 11 | 9 |
Quantity of selected features. Number of selected features of our EFS method with and without the AUC-FS
| Dataset | EFS | EFS without AUC-FS | Intersection |
|---|---|---|---|
| MI-Mortality | 5 | 5 | 5 |
| Fibrosis | 7 | 9 | 7 |
| FLIP | 5 | 5 | 5 |
| SPECTF | 19 | 20 | 19 |
| Sonar | 24 | 24 | 24 |
| WBC | 10 | 11 | 9 |