kmeansstep: stepwise k-means cluster model selection

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/

Author
Markus Mayer
Date of publication
2015-05-09 15:05:39
Maintainer
Markus Mayer <markus.mayer@wu.ac.at>
License
AGPL-3
Version
1.0.1

View on R-Forge

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
\Sexpr[results=rd,stage=build]{tools:::Rd_package_title("kmeansstep")}

Files in this package

kmeansstep/DESCRIPTION
kmeansstep/NAMESPACE
kmeansstep/R
kmeansstep/R/kmeansAIC.R
kmeansstep/R/kmeansBIC.R
kmeansstep/R/kmeansStepAIC.R
kmeansstep/R/kmeansStepBIC.R
kmeansstep/R/kmeansStepEllbowAIC.R
kmeansstep/R/kmeansStepEllbowBIC.R
kmeansstep/build
kmeansstep/build/partial.rdb
kmeansstep/man
kmeansstep/man/kmeansAIC.Rd
kmeansstep/man/kmeansBIC.Rd
kmeansstep/man/kmeansStepAIC.Rd
kmeansstep/man/kmeansStepBIC.Rd
kmeansstep/man/kmeansStepEllbowAIC.Rd
kmeansstep/man/kmeansStepEllbowBIC.Rd
kmeansstep/man/kmeansstep-package.Rd