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Table 5 Performance comparison of different methods on the H.pylori dataset

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

Model

Accu.(%)

Prec.(%)

Sen.(%)

MCC(%)

Phylogenetic booststrap [25]

75.80

80.20

69.80

N/A

HKNN [26]

84.00

84.00

86.00

N/A

Signature products [13]

83.40

85.70

79.90

N/A

Boosting [7]

79.52

81.69

80.37

70.64

Proposed method

84.28

80.45

90.54

73.25