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Table 6 Predictive results of 5-fold cross-validation performed by different models on H. pylori dataset

From: Using discriminative vector machine model with 2DPCA to predict interactions among proteins

Model

Acc (%)

Sen (%)

Pre (%)

MCC

Nanni [15]

83.70

79.00

85.70

N/A

Nanni [28]

84.00

86.00

84.00

N/A

Nanni and Lumini [29]

86.60

88.50

85.80

N/A

You [26]

87.50

88.95

86.15

0.7813

Martin [16]

83.40

79.90

85.70

N/A

Wong [27]

89.47 ± 1.05

89.18 ± 1.42

89.63 ± 1.77

0.8100 ± 0.0167

Our model

92.89 ± 0.39

90.78 ± 0.38

94.79 ± 0.46

0.85.66 ± 0.0035