Classifying documents based on their polarity: attitude of writer. This works with a dataset of 50,000 movie reviews from Internet Movie Database(ImDb) available at Large Movie Review Dataset to build a predictor that can distinguish between positive and negative reviews.
Accuracy: 89.9 %
Accuracy: 87.8 %