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Table 2 Comparison of proposed method with BANJO and BNFinder on the glucose homeostasis network

From: Simultaneous learning of instantaneous and time-delayed genetic interactions using novel information theoretic scoring technique

 

N=50

N=75

N=100

Se

Sp

Pr

F

Se

Sp

Pr

F

Se

Sp

Pr

F

Proposed

0.50

0.9812

0.54

0.52

0.46

0.9914

0.71

0.56

0.54

0.9906

0.72

0.62

Method

            

BNFinder

0.48

0.9488

0.29

0.37

0.52

0.9506

0.32

0.39

0.56

0.9557

0.36

0.44

+BDe

            

BNFinder

0.54

0.948

0.31

0.40

0.56

0.9395

0.29

0.38

0.54

0.9369

0.27

0.37

+MDL

            

BANJO

0.52

0.97

0.44

0.47

0.48

0.9838

0.57

0.52

0.54

0.9881

0.67

0.60