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Table 4 Five-fold cross-validation results shown by using our proposed method on yeast

From: Computational methods using weighed-extreme learning machine to predict protein self-interactions with protein evolutionary information

Testing set

Ac (%)

Sn (%)

Pe (%)

MCC (%)

SVM + PSSM + LAG

 1

89.15

21.33

65.31

37.20

 2

89.63

20.27

73.17

37.84

 3

90.51

13.43

81.10

33.44

 4

90.11

15.44

72.41

32.96

 5

89.28

28.87

64.06

42.83

 Average

89.73 ± 0.57

19.87 ± 6.01

71.19 ± 6.85

36.85 ± 0.04

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Journal of Cheminformatics

ISSN: 1758-2946

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