Mixed tree augmented Naive Bayes classifier model
Qin Liao · Jisuanji gongcheng yu sheji · 2009
Although tree augmented Naive Bayes classifier(TANC) model reduces the independence assumption restriction of Naive Bayesian classifier(NBC) model,the model requires each attribute note(except for the root note) to own two parents,which has decreased the accuracy rate of classification.So a new Bayesian model mixed tree augmented Naive Bayes classifier(MTANC) based on the rough set theory is presented.The validity of the approach is established by the simulated experiment of UCI data set.