Sentiment Analysis of Movie Reviews

This project was for NLP course.

It was to predict if a movie review is positive or negative.

The preprocessing that was applied to the text is:

1- Remove punctuation.

2- Remove any word containing a number.

3- Remove stop words.

4- Apply lemmatization and stemming.

The following ML algorithms were applied to find out which algorithm had the most accuracy:

1- Logistic Regression

2- SVM

3- Linear SVM

4- Naïve Bayes