arxivst stuff from arxiv that you should probably bookmark

An Aposteriorical Clusterability Criterion for $k$-Means and Simplicity of Clustering

Abstract · Apr 24, 2017 10:55 ·

clustering simplicity though clusterable means clusterability apparently aposteriorical cs-lg

Arxiv Abstract

  • Mieczysław A. Kłopotek

We define the notion of a well-clusterable data set from the point of view of the objective of $k$-means clustering algorithm and common sense. The novelty introduced here is that one can a posteriori (after running $k$-means) check if the data set is well-clusterable or not.

Read the paper (pdf) »