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Table 3 5-fold cross validation result obtained in predicting H. pylori PPIs dataset

From: Sequence-based prediction of protein-protein interactions using weighted sparse representation model combined with global encoding

Test set

Accu.(%)

Prec.(%)

Sen.(%)

MCC(%)

AUC(%)

1

93.14

97.05

89.15

87.19

94.64

2

92.80

95.73

89.97

86.62

93.60

3

92.28

97.34

87.07

85.69

93.14

4

93.31

93.24

92.91

87.50

94.49

5

92.64

97.30

87.50

86.27

92.89

Average

92.83 ± 0.41

96.13 ± 1.75

89.32 ± 2.33

86.65 ± 0.72

93.75 ± 0.79

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BMC Bioinformatics

ISSN: 1471-2105

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