The Shape Metric for Clustering Algorithms
Clark Alexander, Sofya Akhmametyeva · arXiv (Cornell University) · 2017
We construct a method by which we can calculate the precision with which an algorithm identifies the shape of a cluster. We present our results for several well known clustering algorithms and suggest ways to improve performance for newer algorithms.