kmeansstep: stepwise k-means cluster model selection
Version 1.0.1

A simple collection of functions to allow stepwise k-means cluster modelselection using AIC or BIC and the Ellbow-Method as described: http://sherrytowers.com/2013/10/24/k-means-clustering/

Browse man pages Browse package API and functions Browse package files

AuthorMarkus Mayer
Date of publication2015-05-09 15:05:39
MaintainerMarkus Mayer <markus.mayer@wu.ac.at>
LicenseAGPL-3
Version1.0.1
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("kmeansstep", repos="http://R-Forge.R-project.org")

Man pages

kmeansAIC: AIC of k-means cluster
kmeansBIC: BIC of k-means cluster
kmeansStepAIC: stepwise modelselection of k-means cluster using AIC
kmeansStepBIC: stepwise modelselection of k-means cluster using BIC
kmeansStepEllbowAIC: stepwise modelselection of k-means cluster using AIC and...
kmeansStepEllbowBIC: stepwise modelselection of k-means cluster using BIC and...
kmeansstep-package: stepwise k-means cluster model selection

Functions

kmeansAIC Man page Source code
kmeansBIC Man page Source code
kmeansStepAIC Man page Source code
kmeansStepBIC Man page Source code
kmeansStepEllbowAIC Man page Source code
kmeansStepEllbowBIC Man page Source code
kmeansstep Man page
kmeansstep-package Man page

Files

DESCRIPTION
NAMESPACE
R
R/kmeansAIC.R
R/kmeansBIC.R
R/kmeansStepAIC.R
R/kmeansStepBIC.R
R/kmeansStepEllbowAIC.R
R/kmeansStepEllbowBIC.R
build
build/partial.rdb
man
man/kmeansAIC.Rd
man/kmeansBIC.Rd
man/kmeansStepAIC.Rd
man/kmeansStepBIC.Rd
man/kmeansStepEllbowAIC.Rd
man/kmeansStepEllbowBIC.Rd
man/kmeansstep-package.Rd
kmeansstep documentation built on May 21, 2017, 1 a.m.