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Text Classification for Sentiment Analysis – NLTK + Scikit-Learn

Jacob Perkins · published 22 November 2012

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https://www.nltk.org/
nltk.org
https://www.nltk.org/api/nltk.classify.html
nltk.org
https://github.com/larsmans
github.com
https://scikit-learn.org/
scikit-learn.org
https://en.wikipedia.org/wiki/F-measure
en.wikipedia.org
https://scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.text.TfidfTransformer.html
scikit-learn.org
https://en.wikipedia.org/wiki/Tf%E2%80%93idf
en.wikipedia.org
https://github.com/japerk/nltk-trainer
github.com
https://scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.BernoulliNB.html
scikit-learn.org
https://scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.MultinomialNB.html
scikit-learn.org
https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html
scikit-learn.org
https://scikit-learn.org/stable/modules/generated/sklearn.svm.LinearSVC.html
scikit-learn.org
https://scikit-learn.org/stable/modules/generated/sklearn.svm.NuSVC.html
scikit-learn.org
https://en.wikipedia.org/wiki/Bayes_classifier
en.wikipedia.org
https://en.wikipedia.org/wiki/Bayesian_poisoning
en.wikipedia.org
http://numpy.scipy.org/
numpy.scipy.org