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Table 8 Performance comparison of different methods on the H. pylori dataset

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

Model

Accu.(%)

Prec.(%)

Sen.(%)

MCC(%)

Phylogenetic booststrap [38]

75.80

80.20

69.80

N/A

HKNN [39]

84.00

84.00

86.00

N/A

Signature products [28]

83.40

85.70

79.90

N/A

Ensemble of HKNN [40]

86.60

85.00

86.70

N/A

Boosting [41]

79.52

81.69

80.37

70.64

Proposed method

92.83

96.13

89.32

86.65