Mixed Naive Bayes Classifier Model

In order to decrease the attribute independence assumption which is made by Naive Bayesian,a new Bayesian model MBN(Mixed Naive Bayes) is introduced.It divides attribute sets into several independent subsets by analyzing Bayesian theorem. The subsets are trained by TAN(Tree Augmented Naive Bayes) and the results are integrated by formula.MBN classifier is compared with Naive Bayes classifier and T…