Categorizing musical styles can be useful in solving various practical problems, such as establishing relationships between songs, similar and finding communities that share an interest a particular genre. Our goal this research is to determine the most effective machine learning technique accurately predict song genres using K-Nearest Neighbors (K-NN) Support Vector Machine (SVM) algorithms. I...