006 :Natural Languaje Processing (NLP)

Summary

This project develops a machine learning model to automatically detect negative movie reviews. The platform Film Junky Union aims to enhance user experience by categorizing and filtering reviews within its community of classic film enthusiasts. Using a dataset of IMDB reviews, a classification model is trained to differentiate between positive and negative reviews. The model must achieve an F1 Score of at least 0.85 to be considered satisfactory.

Github repository

Evaluation of model 2

Movies and reviews over the years

Testing model 2 & 3