Table 2 The performance of SVM models developed on DNAaset and evaluated using five-fold cross-validation technique.
From: Identification of DNA-binding proteins using support vector machines and evolutionary profiles
Composition Type | Threshold | Sensitivity | Specificity | Accuracy | MCC |
|---|---|---|---|---|---|
Amino Acids | 0.2 | 72.51 | 72.33 | 72.42 | 0.45 |
Dipeptides | 0.1 | 72.59 | 70.59 | 71.59 | 0.43 |
4-parts amino acids | 0.0 | 70.85 | 70.24 | 70.55 | 0.41 |
PSSM | -0.3 | 73.53 | 74.92 | 74.22 | 0.49 |