Hi,
I'm looking for some related work to a current project and I have only found one example where classification accuracy is used as the scoring function for learning Bayesian Networks:
Sierra, B., and P. Larranaga. "Predicting the survival in malignant skin melanoma using Bayesian networks. An empirical comparison between different approaches." Artificial Intelligence in Medicine 14, no. 1-2 (1998): 215-230.
But that can't really be the only one. Do you know of any others?