Other packages > Find by keyword >

kmed  

Distance-Based k-Medoids
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("kmed", "0.4.2")



Attach the package and use:
library("kmed")
Maintained by
Weksi Budiaji
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-02-12
Latest Update: 2022-08-29
Description:
Algorithms of distance-based k-medoids clustering: simple and fast k-medoids, ranked k-medoids, and increasing number of clusters in k-medoids. Calculate distances for mixed variable data such as Gower, Podani, Wishart, Huang, Harikumar-PV, and Ahmad-Dey. Cluster validation applies internal and relative criteria. The internal criteria includes silhouette index and shadow values. The relative criterium applies bootstrap procedure producing a heatmap with a flexible reordering matrix algorithm such as complete, ward, or average linkages. The cluster result can be plotted in a marked barplot or pca biplot.
How to cite:
Weksi Budiaji (2018). kmed: Distance-Based k-Medoids. R package version 0.4.2, https://cran.r-project.org/web/packages/kmed. Accessed 29 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:51), 0.0.1 (2018-02-12 11:12), 0.1.0 (2018-08-07 12:10), 0.2.0 (2019-01-02 19:30), 0.3.0 (2019-06-14 10:00), 0.4.0 (2021-01-04 21:00)
Other packages that cited kmed R package
View kmed citation profile
Other R packages that kmed depends, imports, suggests or enhances
Complete documentation for kmed
Functions, R codes and Examples using the kmed R package
Some associated functions: barplotnum . clust4 . clust5 . clustboot . clustheatmap . consensusmatrix . cooccur . csv . distNumeric . distmix . fastkmed . globalfood . heart . inckmed . matching . msv . pcabiplot . rankkmed . sil . skm . 
Some associated R codes: barplotnum.R . clustboot.R . clustheatmap.R . consensusmatrix.R . cooccur.R . csv.R . data.R . distNumeric.R . distmix.R . fastkmed.R . inckmed.R . matching.R . msv.R . pcabiplot.R . rankkmed.R . sil.R . skm.R . weightednum.R .  Full kmed package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

binovisualfields  
Depth-Dependent Binocular Visual Fields Simulation
Simulation and visualization depth-dependent integrated visual fields. Visual fields are measured mo ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
personalized2part  
Two-Part Estimation of Treatment Rules for Semi-Continuous Data
Implements the methodology of Huling, Smith, and Chen (2020) , w ...
Download / Learn more Package Citations See dependency  
GEVcdn  
GEV Conditional Density Estimation Network
Implements a flexible nonlinear modelling framework for nonstationary generalized extreme value anal ...
Download / Learn more Package Citations See dependency  
fastRG  
Sample Generalized Random Dot Product Graphs in Linear Time
Samples generalized random product graphs, a generalization of a broad class of network models. Giv ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

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