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]
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 11 Apr. 2025.
Previous versions and publish date:
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
03/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/0504/0604/0704/0804/09Downloads for kmed0510152025303540TrendBars

Today's Hot Picks in Authors and Packages

multIntTestFunc  
Provides Test Functions for Multivariate Integration
Provides implementations of functions that can be used to test multivariate integration routines. T ...
Download / Learn more Package Citations See dependency  
extrafrail  
Estimation and Additional Tools for Alternative Shared Frailty Models
Provide estimation and data generation tools for some new multivariate frailty models. This version ...
Download / Learn more Package Citations See dependency  
Rwtss  
Client for Web Time-Series Service
Allows remote access to satellite image time series provided by the web time series service (WTSS) ...
Download / Learn more Package Citations See dependency  
GenAlgo  
Classes and Methods to Use Genetic Algorithms for Feature Selection
Defines classes and methods that can be used to implement genetic algorithms for feature selection. ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,867

Author Associations

24,013

Publication Badges

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