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Table 5 Five-fold cross-validation results shown by using our proposed method on human

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

93.32

23.26

85.90

43.64

 2

93.06

22.07

89.19

43.15

 3

93.47

24.57

88.75

45.50

 4

93.70

26.14

74.19

43.49

 5

93.25

23.59

93.42

45.52

 Average

93.36 ± 0.24

23.92 ± 1.53

93.54 ± 4.25

44.26 ± 0.012

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Journal of Cheminformatics

ISSN: 1758-2946

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