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Table 2 Comparison of EpiScore, BIC score, and AIC score.

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

Model Score o + -
1 EpiScore 27 24 24
  BIC score 0 0 57
  AIC score 12 55 31
2 EpiScore 40 11 10
  BIC score 40 11 10
  AIC score 22 36 14
3 EpiScore 30 23 21
  BIC score 0 0 57
  AIC score 10 53 20
4 EpiScore 50 0 0
  BIC score 50 0 0
  AIC score 50 0 0
  1. "o": times of correct detection of all disease SNPs in 50 datasets. "+": total number of extra detected SNPs in 50 datasets. "-": total number of missing disease SNPs in 50 datasets.