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akash18tripathi / Multinomial-Naive-Bayes-from-Scratch

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This repository contains a Jupyter notebook implementing the Multinomial Naive Bayes algorithm from scratch for an email classification task of SPAM or HAM. The notebook also includes a comparison of the results obtained with the scikit-learn implementation of Multinomial Naive Bayes.

python naive-bayes smoothing spam-classification multinomial-naive-bayes text-preprocessing email-classification
  • Updated May 26, 2023
  • Jupyter Notebook

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