Clearly the Random Forest model was much more accurate than the K-Nearest Neighbors model, not surprising considering the simplicity of K-Nearest Neighbors .So thats the end of my brief introduction to content-based filtering in music recommender systems..Genre classification is just one small part of this puzzle and I look forward to exploring other parts of these systems and the data of music.. More details