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Movie Review Sentiment Analysis
Builds a text classification baseline using TF-IDF vectorization and Multinomial Naive Bayes. Evaluated with confusion matrix and classification report, plus examples for predicting sentiment on new custom review texts.
Pythonscikit-learnTF-IDFMultinomial Naive BayesNLTK movie_reviews corpusJupyter NotebookpandasNumPyPlotly
Demo
Screenshots and a short video are coming soon. In the meantime, feel free to check the repository for implementation details.