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Table 2 Performance comparison of different methods on the H.pylori dataset. Here, N/A means not available.

From: Prediction of protein-protein interactions from amino acid sequences with ensemble extreme learning machines and principal component analysis

Methods

SN (%)

PE (%)

ACC (%)

MCC (%)

Phylogenetic bootstrap

69.8

80.2

75.8

N/A

HKNN

86

84

84

N/A

Signature products

79.9

85.7

83.4

N/A

Ensemble of HKNN

86.7

85

86.6

N/A

Boosting

80.37

81.69

79.52

70.64

Proposed method

88.95

86.15

87.50

78.13