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. 2012 Dec 17;6(Suppl 3):S14. doi: 10.1186/1752-0509-6-S3-S14

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