Other packages > Find by keyword >

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 06 Mar. 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
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
solitude  
An Implementation of Isolation Forest
Isolation forest is anomaly detection method introduced by the paper Isolation based Anomaly Detecti ...
Download / Learn more Package Citations See dependency  
DatabionicSwarm  
Swarm Intelligence for Self-Organized Clustering
Algorithms implementing populations of agents that interact with one another and sense their environ ...
Download / Learn more Package Citations See dependency  
mlr3viz  
Visualizations for 'mlr3'
Visualization package of the 'mlr3' ecosystem. It features plots for mlr3 objects such as tasks, le ...
Download / Learn more Package Citations See dependency  
lbfgs  
Limited-memory BFGS Optimization
A wrapper built around the libLBFGS optimization library by Naoaki Okazaki. The lbfgs package implem ...
Download / Learn more Package Citations See dependency  
EMVS  
The Expectation-Maximization Approach to Bayesian Variable Selection
An efficient expectation-maximization algorithm for fitting Bayesian spike-and-slab regularization p ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA