The Shape Metric for Clustering Algorithms
Computational Geometry
2017-07-27 v1 Databases
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.
Cite
@article{arxiv.1707.08524,
title = {The Shape Metric for Clustering Algorithms},
author = {Clark Alexander and Sofya Akhmametyeva},
journal= {arXiv preprint arXiv:1707.08524},
year = {2017}
}