By using Pythons NLTK and re modules applied Bag of words and Stemming to clean text data and then applied Logistic Regression to the refined data to train a sentiment predictor for predicting sentiment of the user reviewing a particular movie. The dataset used was the IMDB movie review dataset.
The Dataset can be obtained from here: http://ai.stanford.edu/~amaas/data/sentiment/