ML2024
Music Prediction
A predictive model over Spotify audio features — decision trees & KNN, benchmarked with F1 scores. Findings written up as a research paper.
01 — The question
Can a song's audio features predict patterns across music datasets? I used the Spotify API to find out.
02 — The models
Trained and validated decision-tree and K-nearest-neighbor models, benchmarking performance with F1 scores from confusion matrices.
03 — The paper
Authored a research paper synthesizing the findings, contributing to ongoing work in music data science and feature-based song analysis.