Finished app deployed on Heroku: https://tmdb-rf-genres.herokuapp.com/
Input any movie summary to predict if it's a horror movie or not
- NLP using TF-IDF vectorizer
- Random Forest classifier trained on a labeled dataset of 600 negative/536 positive cases.
- Testing data included 779 cases.
- Accuracy: 74%; Recall: 37%; Precision: 44%; ROC AUC: 72%
- Data Source: TMDB dataset. https://developers.themoviedb.org/3/getting-started/introduction