The Shape Metric for Clustering Algorithms

07/26/2017

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by   Clark Alexander, et al.

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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.