If you search the internet for an example of a Multinomial naive Bayes classification, you'll find dozens of the exact same example repeated over and over where naive Bayes is used for document ...

We use the Multinomial Naïve Bayes model, a probabilistic algorithm ideal for text classification, to fit our training vectors to the values of the target variable. classifier = MultinomialNB ...