[CGB12] An examination of indices for determining the number of clusters : NbClust Package (Available at http://cran.r-project.org/)

Autres :

datepub: May 2012,

Auteurs: M. Charrad , N. Ghazzali , V. Boiteau , A. Niknafs

Mots clés: R package, Clustering, Validity indices, Number of clusters

Résumé: NbClust R package provides most of the popular indices for cluster validation ready to use for the outputs produced by functions coming from the same package. It also proposes to user the best clustering scheme from the different results obtained by varying all combinations of number of clusters,distance measures, and clustering methods.

Commentaires: Available at http://cran.r-project.org/

Equipe: msdma

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BibTeX

@misc {
	CGB12,
	title	=	"{An examination of indices for determining the number of clusters : NbClust Package (Available at http://cran.r-project.org/)}",
	author	=	"M. Charrad and N. Ghazzali and V. Boiteau and A. Niknafs",
	year	=	2012,
	note	=	"{Available at http://cran.r-project.org/}",
}