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Table 2 Five-fold cross-validation prediction results using the WSRC-based method on the human dataset

From: Robust and accurate prediction of self-interacting proteins from protein sequence information by exploiting weighted sparse representation based classifier

Testing set

Acc. (%)

Sen. (%)

Spe. (%)

Pre. (%)

MCC (%)

1

92.40

11.61

99.13

52.54

25.32

2

91.80

14.03

98.56

45.88

26.46

3

91.19

10.96

98.55

41.03

22.64

4

91.02

13.20

98.46

44.94

25.61

5

91.15

13.95

98.46

46.15

26.54

Average

91.51 ± 0.58

12.75 ± 1.40

98.63 ± 0.28

46.11 ± 4.14

25.31 ± 1.58

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BMC Bioinformatics

ISSN: 1471-2105

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