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Table 2 5-fold cross validation result obtained in predicting H.pylori PPIs dataset

From: Improved protein-protein interactions prediction via weighted sparse representation model combining continuous wavelet descriptor and PseAA composition

Test set

Accu.(%)

Prec.(%)

Sen.(%)

MCC(%)

AUC(%)

1

85.03

82.18

90.67

74.28

92.36

2

83.30

78.25

91.12

71.91

91.33

3

84.34

80.00

90.46

73.44

91.84

4

84.17

82.99

89.27

72.83

92.04

5

84.59

78.85

91.11

73.79

91.96

Average

84.28 ± 0.64

80.45 ± 2.07

90.54 ± 0.77

73.25 ± 0.92

91.91 ± 0.37

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BMC Systems Biology

ISSN: 1752-0509

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