Table 3.
Performance of the SVM Models Using LOOCV Method on Virus Specific Datasets
| S. No. | Feature | No. of features | PCC | |||
|---|---|---|---|---|---|---|
| Training/Testing | Validation | |||||
| HIV | HCV | HIV | HCV | |||
| 1 | Amino acid composition (Mono) | 20 | 0.54 | 0.56 | 0.51 | 0.52 |
| 2 | Di‐peptide composition (Di) | 400 | 0.56 | 0.58 | 0.51 | 0.53 |
| 3 | C8/N8 Binary profile (C8/N8 Bin) | 160 | 0.57 | 0.57 | 0.54 | 0.55 |
| 4 | Physicochemical properties (Physico) | 315 | 0.55 | 0.55 | 0.51 | 0.51 |
| 5 | 1 + 2+3 | 735 | 0.58 | 0.64 | 0.54 | 0.61 |
| 6 | 1 + 2+4 | 635 | 0.60 | 0.67 | 0.54 | 0.58 |
| 7 | 1 + 2+3 + 4 | 740 | 0.60 | 0.65 | 0.53 | 0.63 |