Bayes网络学习的后验概率准则

Posterior probability criterion for learning bayesian networks

介绍了Bayes网络学习的Bayes方法,给出了Bayes网络学习的后验概率准则,并依据准则采用B-搜索算法和MCMC搜素算法寻找好的网络模型。

Introduce the methods of learning Bayesian network and the posterior criterion for learning Bayesian networks, then make use of the B-search algorithm and the MCMC method based on the posterior probability.