Resolution:
standard / ## Figure 3.
The effect of the hyperparameter . This figure plots the SHD between the networks learned by BDeu and the gold standard
networks for six values of α on the BDeu scoreα for the Breast, Glass, Diabetes, and Hepatitis datasets. We used the behavior of each curve to evaluate both the convergence and
the recovery ability of each value of α. We evaluate the recovery ability by considering both the smallest SHD for the scoring
function, the size of the dataset which gives that SHD, and whether the scoring function
converged to the smallest SHD, some other SHD or did not converge.
Liu |