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NbClust  

Determining the Best Number of Clusters in a Data Set
View on CRAN: Click here


Download and install NbClust package within the R console
Install from CRAN:
install.packages("NbClust")

Install from Github:
library("remotes")
install_github("cran/NbClust")

Install by package version:
library("remotes")
install_version("NbClust", "3.0.1")



Attach the package and use:
library("NbClust")
Maintained by
Malika Charrad
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2012-05-23
Latest Update: 2022-05-02
Description:
It provides 30 indexes for determining the optimal number of clusters in a data set and offers the best clustering scheme from different results to the user.
How to cite:
Malika Charrad (2012). NbClust: Determining the Best Number of Clusters in a Data Set. R package version 3.0.1, https://cran.r-project.org/web/packages/NbClust. Accessed 25 Jun. 2026.
Previous versions and publish date:
1.0 (2012-05-23 18:21), 1.2 (2012-06-29 08:32), 1.3 (2013-02-18 17:09), 1.4 (2013-08-17 15:43), 2.0.1 (2014-07-27 15:41), 2.0.2 (2014-09-06 17:52), 2.0.3 (2014-10-16 01:22), 2.0.4 (2015-03-03 01:04), 2.0 (2014-05-30 16:17), 3.0 (2015-04-13 22:54)
Other packages that cited NbClust R package
View NbClust citation profile
Other R packages that NbClust depends, imports, suggests or enhances
Complete documentation for NbClust
Functions, R codes and Examples using the NbClust R package
Some associated functions: NbClust . 
Some associated R codes: NbClust.R .  Full NbClust package functions and examples
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