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Table 2 The performance of SVM models developed for predicting antibody specific BCEs on BalanceFix dataset using various features

From: Identification of B-cell epitopes in an antigen for inducing specific class of antibodies

Input pattern

IgG epitope

IgE epitope

IgA epitope

ACC

MCC

AUC

ACC

MCC

AUC

ACC

MCC

AUC

AAC

66.27

0.33

0.70

81.78

0.64

0.86

69.29

0.39

0.75

AAP

69.29

0.39

0.75

82.39

0.65

0.89

74.34

0.49

0.79

CTD

57.41

0.15

0.61

63.99

0.28

0.70

63.3

0.27

0.67

DPC

71.73

0.44

0.77

84.96

0.70

0.90

72.28

0.45

0.78

PCP

56.57

0.13

0.59

58.11

0.16

0.62

63.3

0.27

0.69

BIN

54.02

0.08

0.55

56.17

0.12

0.59

62.17

0.24

0.67

  1. (ACC accuracy, MCC Matthew’s correlation coefficient, AUC Area under curve).