Table 3.
Area under the curve (AUC) from receiver operating curves for each algorithm using each alignment using probabilities and scores associated with each mutation prediction
| Algorithms | Alignments | AUC | CI |
|---|---|---|---|
| SIFT | SIFT | 0.777 | (0.690, 0.865) |
| Align-GVGD | 0.790 | (0.702, 0.877) | |
| PolyPhen-2 | 0.730 | (0.643, 0.818) | |
| Uniprot 50% | 0.487 | (0.400, 0.575) | |
| AGVGD | SIFT | 0.747 | (0.659, 0.835) |
| Align-GVGD | 0.791 | (0.703, 0.878) | |
| PolyPhen-2 | 0.500 | (0.412, 0.588) | |
| Uniprot 50% | 0.500 | (0.412, 0.588) | |
| PPH2 | SIFT | 0.773 | (0.686, 0.861) |
| Align-GVGD | 0.779 | (0.692, 0.867) | |
| PolyPhen-2 | 0.792 | (0.704, 0.879) | |
| Uniprot 50% | 0.750 | (0.662, 0.838) | |
| Xvar | Xvar | 0.790 | (0.703, 0.878) |
95% confidence intervals are also reported.