A simple Bernoulli Naive Bayes model achieved 94% accuracy on the IMDB sentiment analysis task. Despite its simplicity, it performed exceptionally well.
nlp machine-learning natural-language-processing scikit-learn nltk naive-bayes-classifier confusion-matrix multinomial-naive-bayes grid-search-cross-validation bernoulli-naive-bayes gaussion-naive-bayes data-prepr
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Updated
Apr 12, 2025 - Jupyter Notebook