Finally, a review is classified based on the average semantic orientation of the sentimental phrases in the review.
(Pang et al., 2002) treat the sentiment classification of movie reviews simply as a special case of a topic-based text categorization problem and investigate three classification algorithms: Naive Bayes, Maximum Entropy, and Support Vector Machines.