Table 5 The performance comparison of different methods on the Helicobacter pylori dataset.

From: Predicting Protein-Protein Interactions from Matrix-Based Protein Sequence Using Convolution Neural Network and Feature-Selective Rotation Forest

Model

Accu.(%)

Sen.(%)

Prec.(%)

MCC(%)

HKNN

84.00

86.00

84.00

N/A

Boosting47

79.52

80.37

81.69

70.64

Signature products12

83.40

79.90

85.70

N/A

Ensemble of HKNN48

86.60

86.70

85.00

N/A

Ensemble ELM42

87.50

88.95

86.15

78.13

Phylogentic bootstrap49

75.80

69.80

80.20

N/A

Our model

88.96

91.86

86.86

78.09

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