CS164 Final Project
This project explores text classification. I decided to use reviews from James Bond: Casino Royale for this project.
- I wrote a script to automate scraping reviews of a movie from rottentomatoes.com and put them into a dataset. The script took several hours to compile a data set of 20K reviews (see the file
rottentomato.csv
for the data). - I also implemented Support Vector Machine (SVM) using CVXPY package and apply it to text classification.
- Finally, I compared to show that my version of SVM works perfectly as its results are the same as those from the
scikit-learn
package.