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Table 1 Accuracy comparison of EpiBN, BEAM, and SVM.

From: Genetic studies of complex human diseases: Characterizing SNP-disease associations using Bayesian networks

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