Table 2 cross-validated performance of FAM and SVM, averaged over all 369 GO functions. For each of the four C-V folds, the other three folds are used to train FAM and SVM. The performance metrics listed are averaged over all 369 GO functions.
CV Fold | Sensitivity10% | Specificity10% | AUC | |||
|---|---|---|---|---|---|---|
| Â | FAM | SVM | FAM | SVM | FAM | SVM |
1 | 0.503 | 0.501 | 0.905 | 0.905 | 0.784 | 0.783 |
2 | 0.482 | 0.480 | 0.905 | 0.905 | 0.769 | 0.773 |
3 | 0.518 | 0.509 | 0.905 | 0.905 | 0.797 | 0.791 |
4 | 0.485 | 0.478 | 0.905 | 0.905 | 0.769 | 0.764 |
mean | 0.497 | 0.492 | 0.905 | 0.905 | 0.780 | 0.778 |