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ricca 2023-10-03 19:07:57 +02:00
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machine_learning/multinomial_naive_bayes_classifier.py
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"""
Implementation from scratch of a Multinomial Naive Bayes Classifier.
The algorithm is trained and tested on the twenty_newsgroup dataset from sklearn to perform text classification
Here the Wikipedia page to understand the theory behind this kind of probabilistic models:
https://en.wikipedia.org/wiki/Naive_Bayes_classifier
"""