Table 4. Quality metrics for the main-chain and side-chain neural networks on the residues in the test set, assuming that residues with correctness scores of ≥0.5 are predicted to be correct.
Equations for these metrics are given in (3)–(10).
| Network | Main chain | Side chain |
|---|---|---|
| Accuracy (%) | 92 | 88 |
| Error (%) | 8 | 12 |
| Sensitivity (%) | 97 | 92 |
| Specificity (%) | 77 | 79 |
| False-negative rate (%) | 3 | 8 |
| False-positive rate (%) | 23 | 21 |
| Precision (%) | 94 | 90 |
| F 1 score (%) | 95 | 91 |