Conditional Bayesian Network Mix Classifiers using on Performance -Appraising of Enterprise

Abstract

At present, some deficiencies exist in the methods using to appraising enterprise performance. And there are the problems of efficiency and reliability in learning conditional Bayesian network. In this paper, a conditional Bayesian network structure is established by using sorting nodes and local search & scoring. And a conditional Bayesian network is combined with a naive Bayes classifier to form a conditional Bayesian network mix classifier. The classifier is used in appraising enterprise performance to make evaluation more science.