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Table 1 Performance of SSEM with BIC and AIC applied to the 6-gene network with various combinations of (CNR, T).

From: Inferring transcriptional compensation interactions in yeast via stepwise structure equation modeling

  

Top 1 model

Top 5 models

(CNR, T)

MSC

TPR (%)

TNR (%)

FPR (%)

TPR (%)

TNR (%)

FPR (%)

(2.0, 100)

BIC

97.3

97.1

2.9

97.0

95.3

4.7

 

AIC

97.7

85.1

14.9

97.7

84.4

15.6

(2.0, 50)

BIC

84.6

87.7

12.3

83.9

86.2

12.9

 

AIC

88.7

78.9

21.1

88.0

78.0

21.1

(2.0, 13)

BIC

80.9

79.1

20.9

71.8

63.5

36.5

 

AIC

81.8

80.4

19.6

72.1

64.0

36.0

(1.3, 100)

BIC

84.9

90.0

10.0

84.5

88.6

11.4

 

AIC

88.7

78.8

21.2

88.8

78.5

21.5

(1.3, 50)

BIC

73.5

83.5

16.5

72.5

82.4

16.0

 

AIC

78.9

72.7

27.3

78.1

71.8

27.0

(1.3, 13)

BIC

77.1

75.4

24.6

68.9

61.0

39.0

 

AIC

78.0

76.7

23.3

69.5

61.5

38.5