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Table 3 Performance comparison based on IRMA ON dataset

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

 

Original Network

Simplified Network

Se

Sp

Pr

F

Se

Sp

Pr

F

Proposed Method

0.63

1.0

1.0

0.77

0.67

1.0

1.0

0.80

TDARACNE

0.63

0.88

0.71

0.67

0.67

0.90

0.80

0.73

BNFinder+BDe

0.13

0.82

0.25

0.17

0.17

0.80

0.33

0.22

BNFinder+MDL

0.13

0.82

0.25

0.17

0.17

0.80

0.33

0.22

BANJO

0.25

0.76

0.33

0.27

0.50

0.70

0.50

0.50