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Table 2 5-fold cross validation result obtained in predicting Yeast PPIs dataset

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

Test set

Accu.(%)

Prec.(%)

Sen.(%)

MCC(%)

AUC(%)

1

96.20

100.00

92.34

92.66

96.62

2

97.23

100.00

94.32

94.59

97.11

3

96.74

100.00

93.55

93.68

96.67

4

96.69

100.00

93.40

93.59

96.83

5

97.23

100.00

94.56

94.61

97.15

Average

96.82 ± 0.43

100.00 + 0.00

93.63 ± 0.87

93.83 ± 0.81

96.88 ± 0.24