NEW PARAMETERS ESTIMATORS USING EM-LIKE ALGORITHM FOR NAIVE BAYES CLASSIFIER BASED ON BETA DISTRIBUTIONS

In this paper we proposed new estimators of parameters for a Naive Bayes Classifier based on Beta Distributions. Equations were obtained for these estimators using an EM-like algorithm and they provide numerical estimates for those parameters. Furthermore, two forms for that Naive Bayes Classifier were presented.