Determine the Optimal Number of Clusters

Identifies the optimal number of clusters by calculating the similarity between two clustering methods at the same number of clusters using the corrected indices of Rand and Jaccard as described in Albatineh and Niewiadomska-Bugaj (2011). The number of clusters at which the index attain its maximum more frequently is a candidate for being the optimal number of clusters.


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install.packages("MCSim")

1.0 by Ahmed N. Albatineh, 9 months ago


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


Authors: Ahmed N. Albatineh , Meredith L. Wilcox , Bashar Zogheib , Magdalena Niewiadomska-Bugaj


Documentation:   PDF Manual  


GPL-2 license


Imports MASS, CircStats, stats, graphics


See at CRAN