The Shape Metric for Clustering Algorithms

Clark Alexander; Sofya Akhmametyeva

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arXiv · 1707.08524

The Shape Metric for Clustering Algorithms

Clark Alexander·Sofya Akhmametyeva

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Abstract

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.

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Clark Alexander, Sofya Akhmametyeva. 2017-07-26. The Shape Metric for Clustering Algorithms. https://arxiv.org/abs/1707.08524

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