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Table 4 The results of 10-fold cross-validation by the five methods averaged over 13 classes

From: Gene function prediction using labeled and unlabeled data

Methods

precision(%)

recall(%)

F 1(%)

AGPS

68

61

61

PSoL

68

37

47

two-class SVMs

45

24

33

two-class SVMs_balanced

61

70

69

one-class SVMs

50

21

31

kernel integration

58

28

37

kernel integration_balanced

64

47

52