Bayesian networks learning scheme based on prediction relationship
Shuangcheng Wang · Computer Engineering and Applications Journal · 2008
In the paper,representative Bayesian networks learning methods are analyzed;the concept and estimating methods of the prediction ability are given.At the same time,it is proven that the prediction ability is the accurate of the prediction.The method of Bayesian networks structure learning based on prediction ability is developed.The experiment is made by simulation;experimental results show that Bayesian networks structure can be learned by this scheme effectively.