k-Means Algorithm with a Majorization-Minimization Method

A hybrid of the K-means algorithm and a Majorization-Minimization method to introduce a robust clustering. The reference paper is: Julien Mairal, (2015) . The two most important functions in package 'MajKMeans' are cluster_km() and cluster_MajKm(). cluster_km() clusters data without Majorization-Minimization and cluster_MajKm() clusters data with Majorization-Minimization method. Both of these functions calculate the sum of squares (SS) of clustering.


Reference manual

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0.1.0 by Sheikhi Ayyub, a year ago

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

Authors: Sheikhi Ayyub [aut, cre] , Yaghoubi Mohammad Ali [aut]

Documentation:   PDF Manual  

GPL-3 license

Imports MASS

See at CRAN