This project written in python is about testing two classifiers for Machine Learning , Perceptron and Naive Bayes, using the implementation from Scikit-Learn. The goal is to make sentiment analysis of movie reviews. The dataset used is the Large Movie Review Dataset v1.0.
The dataset i have used can be downloaded from the following link:
- scikit-learn
- numpy
- matplotlib
- itertools
To replicate the result you need to download the dataset from the link and unzip it in the data/ folder.
Check the projectReport file for more details.
- http://ai.stanford.edu/~amaas//papers/wvSent_acl2011 - Andrew L. Maas, Raymond E. Daly, Peter T. Pham, Dan Huang, Andrew Y. Ng, and Christopher Potts