Other packages > Find by keyword >

MajMinKmeans  

k-Means Algorithm with a Majorization-Minimization Method
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("MajMinKmeans", "0.1.0")



Attach the package and use:
library("MajMinKmeans")
Maintained by
Sheikhi Ayyub
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-05-17
Latest Update: 2024-05-17
Description:
A hybrid of the K-means algorithm and a Majorization-Minimization method to introduce a robust clustering. The reference paper is: Julien Mairal, (2015) <doi:10.1137/140957639>. The two most important functions in package 'MajMinKmeans' 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. Another useful function is MajMinOptim(), which helps to find the optimum values of the Majorization-Minimization estimator.
How to cite:
Sheikhi Ayyub (2024). MajMinKmeans: k-Means Algorithm with a Majorization-Minimization Method. R package version 0.1.0, https://cran.r-project.org/web/packages/MajMinKmeans. Accessed 04 Oct. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited MajMinKmeans R package
View MajMinKmeans citation profile
Other R packages that MajMinKmeans depends, imports, suggests or enhances
Complete documentation for MajMinKmeans
Functions, R codes and Examples using the MajMinKmeans R package
Full MajMinKmeans package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

plotbb  
Grammar of Graphics for 'base' Plot
Proof of concept for implementing grammar of graphics using base plot. The bbplot() function initial ...
Download / Learn more Package Citations See dependency  
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  
rWishart  
Random Wishart Matrix Generation
An expansion of R's 'stats' random wishart matrix generation. This package allows the user to gener ...
Download / Learn more Package Citations See dependency  
skilljaR  
Connect to Your 'Skilljar' Data
Functions that simplify calls to the 'Skilljar' API. See < ...
Download / Learn more Package Citations See dependency  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,906

Publication Badges

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