Table 2 Five-fold cross validation results on SVM models trained with various features
Training features | Sensitivity | Specificity | Accuracy | MCC |
|---|---|---|---|---|
Amino Acid Composition (AAC) | 62.0% | 61.3% | 61.6% | 0.22 |
Amino Acid Pair Composition (AAPC) | 61.3% | 48.1% | 52.5% | 0.09 |
CKSAAPª, K = 1 | 62.0% | 51.7% | 55.1% | 0.13 |
CKSAAPª, K = 2 | 58.8% | 49.8% | 52.8% | 0.08 |
CKSAAPª, K = 3 | 66.0% | 41.2% | 49.4% | 0.07 |