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Table 3 Comparison of different algorithms

From: Using Bayesian networks to discover relations between genes, environment, and disease

 

GS

IAMB

HC

MMHC

Tests

259

366

750

921

Directed arcs

10

8

Log-likelihood

-4045.78

-4043.24

AIC

-4073.78

-4072.24

log(K2)

-4125.07

-4124.27

BIC

-4136.46

-4137.16

  1. The highest value of each score is in bold.