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## Text Classification Tutorial with Naive Bayes вЂ“ Zenva

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### Let's implement a Gaussian Naive Bayes classifier in Python

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This page provides Python code examples for sklearn.naive_bayes.MultinomialNB. This tutorial details Naive Bayes classifier algorithm, its principle, pros & cons, and provide an example using the Sklearn python Library.

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Naive Bayes from Scratch in Python Naive bayes is a basic bayesian classifier. I will use the example from chapter 13 on An Introduction to Information Machine learning, with all its math and complexity, can be daunting. We will explore one of the easier techniques out there: the Naive Bayes Classifier.

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For example, the naive Bayes classifier will make the correct MAP decision rule classification so long as the correct class is more probable than any other Simple example using BernoulliNB (naive bayes classifier) scikit-learn in python Naive Bayes Classifier using Sklearn.naive_bayes.Bernoulli;

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