Fitting Multinomial Naive Bayes Classifier on Amazon reviews. The data set Amazon Unlocked Mobile Phone Reviews talk about the mobile phone reviews sold via Amazon. I have fitted a naive bayes classifier for predicting the rating of those products through their posted reviews.