Abstract: Though naive Bayesian classifier is simple and has good performance on many data sets, its attribute independence assumption does not always exist in the real world. Its performance is poor while the assumption is violated.In order to relax this assumptio

Key words: Naive bayes, Lazy learning, Classifier