Table 7.
Classification results of CGALO-SVM-FS about four metrics.
| Fold | ACC | Sensitivity | Specificity | MCC | F1-score | Kappa | Classification Success Index |
|---|---|---|---|---|---|---|---|
| 1 | 0.875 | 1 | 0.6667 | 0.7454 | 0.952 | 0.6206 | 0.895 |
| 2 | 0.8889 | 1 | 0.8 | 0.8 | 0.889 | 0.609 | 0.815 |
| 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 4 | 0.7778 | 0.5 | 0.8571 | 0.3571 | 0.288 | 0.219 | 0.25 |
| 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 6 | 0.875 | 1 | 0.75 | 0.7746 | 1 | 0.625 | 1 |
| 7 | 0.8889 | 0.8571 | 1 | 0.7559 | 0.814 | 0.597 | 0.791 |
| 8 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 9 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 10 | 0.875 | 0.75 | 1 | 0.7746 | 0.837 | 0.676 | 0.7 |
| Avg | 0.92 | 0.91 | 0.91 | 0.82 | 0.88 | 0.73 | 0.85 |
| Std | 0.073 | 0.16 | 0.12 | 0.19 | 0.22 | 0.26 | 0.24 |