Table 4 Expected scores for the five candidate structures shown in Figure 4 after applying the EM algorithm
From: Using Bayesian networks to discover relations between genes, environment, and disease
Added edge | Log-Likelihood | AIC | log(K2) | BIC |
|---|---|---|---|---|
none | -3824.1 | -3837.1 | -3861.7 | -3869.7 |
TOENAIL_AS → CANCER | -3824.6 | -3839.6 | -3865.7 | -3877.2 |
CANCER → TOENAIL_AS | -3824.6 | -3838.6 | -3865.3 | -3873.7 |
TOENAIL_AS → SMOKER | -3820.9 | -3837.9 | -3864.6 | -3880.5 |
TOENAIL_AS → XRCC3_241 | -3815.8 | -3832.8 | -3859.6 | -3875.4 |