tglkmeans-package {tglkmeans}R Documentation

tglkmeans: Efficient Implementation of K-Means++ Algorithm

Description

Efficient implementation of K-Means++ algorithm. For more information see (1) "kmeans++ the advantages of the k-means++ algorithm" by David Arthur and Sergei Vassilvitskii (2007), Proceedings of the eighteenth annual ACM-SIAM symposium on Discrete algorithms, Society for Industrial and Applied Mathematics, Philadelphia, PA, USA, pp. 1027-1035, and (2) "The Effectiveness of Lloyd-Type Methods for the k-Means Problem" by Rafail Ostrovsky, Yuval Rabani, Leonard J. Schulman and Chaitanya Swamy doi:10.1145/2395116.2395117.

Author(s)

Maintainer: Aviezer Lifshitz aviezer.lifshitz@weizmann.ac.il

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See Also

Useful links:


[Package tglkmeans version 0.5.5 Index]