Table 7 Prediction accuracies of 5-fold CV in different conversion types (%).

From: A fast approach to detect gene–gene synergy

Features

Lung

Prostate2

Cardiovascular

Average

Top20_Ind

76.49

85.13

74.59

78.73

Top10_Sum

80.68

81.61

78.83

80.37

Top10_Diff

83.37

85.84

76.97

82.06

Top10_Mul

80.81

81.61

79.09

80.50

Top10_Sign

78.08

84.68

79.38

80.71

Top10_Abs

84.44

76.18

84.40

81.67

Top10_Sum + Top20_Ind

79.70

85.14

80.42

81.75

Top10_Diff + Top20_Ind

82.33

84.44

83.33

83.37

Top10_Mul + Top20_Ind

78.11

86.55

79.64

81.43

Top10_Sign + Top20_Ind

81.35

84.43

76.21

80.66

Top10_Abs + Top20_Ind

83.91

86.31

87.04

85.75

  1. Top20_Ind: The Top20 individually discriminant genes selected by t-test. Top10_Sum: the Top10 gene pairs selected by Sum conversion types + t-test, the others as well.
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