A Bayesian Network Classifier that Combines a Finite Mixture Model and a Naive Bayes Model

Stefano Monti, Gregory F. Cooper

In this paper we present a new Bayesian network model for classification that combines the naive-Bayes (NB) classifier and the finite-mixture (FM) classifier. The resulting classif…