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Table 5 The performance of SVM based models developed using residue (amino acid) and dipeptide composition with and without length of peptides on our main dataset

From: Designing of interferon-gamma inducing MHC class-II binders

Input feature

Descriptors

Sensitivity

Specificity

Accuracy

MCC

Residue Composition

20

53.2

78.8

69.71

0.33

Residue Composition + Length

21

51.82

87.77

75

0.43

Dipeptide Composition

400

62.89

84.74

76.98

0.49

Dipeptide Composition + Length

401

66.5

86.71

79.54

0.55