Table 5.
5-fold cross validation results performed by SVM and RVM classifiers on an enzyme dataset.
| Testing Set | Ac (%) | Sn (%) | Pe (%) | Mcc (%) |
|---|---|---|---|---|
| RVM + PSSM + BIGP | ||||
| 1 | 97.95 | 98.31 | 97.65 | 95.98 |
| 2 | 97.52 | 95.84 | 99.31 | 95.16 |
| 3 | 97.26 | 97.29 | 97.29 | 94.68 |
| 4 | 98.29 | 98.44 | 98.10 | 96.64 |
| 5 | 97.61 | 97.34 | 97.69 | 95.33 |
| Average | 97.73 ± 0.40 | 97.44 ± 1.04 | 98.01 ± 0.78 | 95.56 ± 0.76 |
| SVM + PSSM + BIGP | ||||
| 1 | 90.94 | 90.56 | 91.48 | 83.52 |
| 2 | 89.49 | 91.18 | 88.67 | 81.15 |
| 3 | 90.60 | 93.06 | 88.85 | 82.93 |
| 4 | 92.48 | 94.11 | 90.95 | 86.08 |
| 5 | 92.24 | 93.97 | 90.29 | 85.67 |
| Average | 91.15 ± 1.23 | 92.57 ± 1.62 | 90.05 ± 1.25 | 83.87 ± 2.03 |