The Naïve Bayes has proven to be a tractable and efficient method for classification in multivariate analysis. However, features are usually correlated, fact that violates the Bayes’ assumption of conditional independence, may deteriorate method’s performance. Moreover, datasets often characterized by large number features, which complicate interpretation results as well slow down execution. In...