Spotify Songs Classification
A four-way model bake-off on 30,000 tracks, scored on accuracy, F1 and confusion structure.
What I did
- Collected and modeled 30,000+ Spotify tracks with Naïve Bayes, KNN, Random Forest, and SVM, evaluating performance with accuracy, F1-score, and confusion matrices and finishing in the top 5% of the class competition.
Built with
- Naïve Bayes
- KNN
- Random Forest
- SVM