Multinomial Naive Bayes Classifier

A complete worked example for text-review classification

Yoann Mocquin
Towards Data Science
16 min readMar 14, 2024

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In this new post, we are going to try to understand how multinomial naive Bayes classifier works and provide working examples with Python and scikit-learn.

What we’ll see:

  • What is the multinomial distribution: As opposed to Gaussian Naive Bayes classifiers…

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