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Opinion mining of NLTK built-in corpus using NaiveBayesClassifier Algorithm

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sentiment-anaysis-NLTK

Alogrithm:

NaiveBayesClassifier was used as the opinion classifier and was a little bit modified by using the N most frequent words.

The Data set has been split into two:

1: Training Set - Containing 90% of the data, which was used to train the data.

2: Testing Set - Containing 10% of the data, which was used to test the data.

Analysis of movie_reviews corpora :

Accuracy on modified NaiveBayesClassifier algorithm : 86.5

Accuracy with algorithm including bigrams : 85.5

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Opinion mining of NLTK built-in corpus using NaiveBayesClassifier Algorithm

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