Abstract: Naive Bayesian classifier （NB） is a simple and effective classification model, but it is unable to make the best of the information of the training dataset, thus affecting its classification performance. On the basis of analyzing the classification princi

Key words: Naive Bayesian classifier,Linear discriminant analysis,Kernel discriminant analysis,TAN classification