Table 7 The performance of hybrid models that combines Motif based approach with SVM models developed using residue and dipeptide composition with or without length on our main dataset
From: Designing of interferon-gamma inducing MHC class-II binders
Features | Sensitivity | Specificity | Accuracy | MCC |
|---|---|---|---|---|
Residue Composition | 70.74 | 76.56 | 74.49 | 0.46 |
Residue Composition + Length | 74.84 | 80.26 | 78.34 | 0.54 |
Dipeptide Composition | 74.79 | 80.98 | 78.78 | 0.55 |
Dipeptide Composition + Length | 77.98 | 84.36 | 82.10 | 0.62 |
Dipeptide Composition + Length (10 fold) | 78.49 | 84.39 | 82.30 | 0.62 |