Table 1

Accuracy comparison of EpiBN, BEAM, and SVM.

Model

Method

Precision

Recall

Distance


1

EpiBN

0.76 ± 0.27

0.76 ± 0.27

0.34 ± 0.38


BEAM

0.87 ± 0.32

0.75 ± 0.34

0.32 ± 0.43


SVM

0.61 ± 0.29

0.91 ± 0.19

0.43 ± 0.31


2

EpiBN

0.90 ± 0.21

0.90 ± 0.20

0.14 ± 0.29


BEAM

0.91 ± 0.26

0.75 ± 0.31

0.29 ± 0.38


SVM

0.69 ± 0.29

0.95 ± 0.15

0.34 ± 0.31


3

EpiBN

0.78 ± 0.30

0.79 ± 0.30

0.31 ± 0.43


BEAM

0.83 ± 0.35

0.74 ± 0.37

0.34 ± 0.49


SVM

0.72 ± 0.28

0.88 ± 0.24

0.33 ± 0.35


4

EpiBN

1.00 ± 0.00

1.00 ± 0.00

0.00 ± 0.00


BEAM

0.41 ± 0.49

0.20 ± 0.29

1.05 ± 0.47


SVM

0.41 ± 0.32

0.61 ± 0.38

0.76 ± 0.40


Han et al. BMC Systems Biology 2012 6(Suppl 3):S14   doi:10.1186/1752-0509-6-S3-S14

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