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The Shape Metric for Clustering Algorithms
July 26, 2017 Β· Declared Dead Β· π arXiv.org
"No code URL or promise found in abstract"
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Authors
Clark Alexander, Sofya Akhmametyeva
arXiv ID
1707.08524
Category
cs.CG: Computational Geometry
Cross-listed
cs.DB
Citations
1
Venue
arXiv.org
Last Checked
3 months ago
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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