A Bayesian classifier is a statistical classifier. They can predict class membership probabilities, for instance, the probability that a given sample belongs to a particular class. Bayesian classification is created on the Bayes theorem. A simple Bayesian classifier is known as the naive Bayesian classifier to be comparable in performance with decision trees and neural network classifiers. Bayesian classifiers have also displayed high accuracy and speed when applied to large databases.
