Fast Implementations of Kernel K-Means

Implementations several algorithms for kernel k-means. The default 'OTQT' algorithm is a fast alternative to standard implementations of kernel k-means, particularly in cases with many clusters. For a small number of clusters, the implemented 'MacQueen' method typically performs the fastest. For more details and performance evaluations, see Berlinski and Maitra (2025) .


Reference manual

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install.packages("kkmeans")

0.1.3 by Josh Berlinski, 8 months ago


Browse source code at https://github.com/cran/kkmeans


Authors: Josh Berlinski [aut, cre]


Documentation:   PDF Manual  


GPL-3 license


Imports Rcpp

Linking to Rcpp


See at CRAN