For CPSC 480 machine learning class, we had to research a clustering algorithm and attempt to improve it. Our algorithm was the CURE clustering algorithm. CURE (clustering using representatives) is a hierarchical clustering algorithm that uses representative points instead of the centroid for calculating the distance between a cluster.