Clustering Clustering is a technique where data are divided into different clusters . Cluster are small different sets of data which have a same behavior within in a group. Clustering is the task of separating a collection of data into different groups based on some criteria. Specifically in music data mining, clustering aims at dividing a collection of music data into groups of similar objects based on their pairwise similarities without predefined class labels.