Table 6 The performance of SVM based models developed using residue (amino acid) and dipeptide composition with and without length of peptides on IFNgOnly dataset
From: Designing of interferon-gamma inducing MHC class-II binders
Input feature | Descriptors | Sensitivity | Specificity | Accuracy | MCC |
|---|---|---|---|---|---|
Residue Composition | 20 | 64.11 | 62.69 | 63.65 | 0.25 |
Residue Composition + Length | 21 | 64.8 | 63.84 | 64.49 | 0.27 |
Dipeptide Composition | 400 | 66.12 | 71.2 | 67.77 | 0.35 |
Dipeptide Composition + Length | 401 | 65.31 | 71.9 | 67.45 | 0.35 |