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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