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Table 4 Five-fold cross-validation prediction results using the SVM-based method on the human dataset

From: Robust and accurate prediction of self-interacting proteins from protein sequence information by exploiting weighted sparse representation based classifier

Model

Testing set

Acc. (%)

Sen. (%)

Spe. (%)

Pre. (%)

MCC (%)

GLCM-SVM

1

88.40

23.60

93.80

24.05

27.11

 

2

87.74

24.46

93.24

23.94

27.64

 

3

87.71

22.95

93.65

24.91

27.38

 

4

87.42

22.77

93.60

25.37

27.58

 

5

88.01

22.59

94.21

26.98

27.94

 

Average

87.86 ± 0.37

23.27 ± 0.76

93.70 ± 0.35

25.05 ± 1.23

27.53 ± 0.31

GLCM-WSRC

Average

91.51 ± 0.58

12.75 ± 1.40

98.63 ± 0.28

46.11 ± 4.14

25.31 ± 1.58

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BMC Bioinformatics

ISSN: 1471-2105

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