Table 5 Results of SVM models based on AAC, DC and hybrid (AAC+DC) features at three different redundancy percentages using RBF kernel (t = 2)
Redundancy(percentage) | Amino acid composition (AAC) | Dipeptide composition (DC) | Hybrid (AAC+DC) | |||
|---|---|---|---|---|---|---|
| Â | Accuracy (%) | MCC | Accuracy (%) | MCC | Accuracy (%) | MCC |
30 | 92.30 | 0.84 | 93.72 | 0.87 | 93.84 | 0.88 |
50 | 91.62 | 0.83 | 94.12 | 0.88 | 94.49 | 0.89 |
90 | 92.44 | 0.85 | 94.67 | 0.89 | 94.86 | 0.90 |