This k means algorithm for clustering. Each cluster contains a center point called centroid. the algorithm converges early. this is a commonly used clustering algorithm.-This is k means algorithm for clustering. Each cluster contains a center point called centroid. the algorithm converges early. this is a commonly used clustering algorithm.