Package: clustMixType 0.5-1

clustMixType: k-Prototypes Clustering for Mixed Variable-Type Data

Functions to perform k-prototypes partitioning clustering for mixed variable-type data according to Z.Huang (1998): Extensions to the k-Means Algorithm for Clustering Large Data Sets with Categorical Variables, Data Mining and Knowledge Discovery 2, 283-304 and G.Szepannek et al. (2025): Clustering Large Mixed-Type Data with Ordinal Variables, Adv Data Anal Classif 19, 749–767.

Authors:Gero Szepannek [aut, cre], Rabea Aschenbruck [aut]

clustMixType_0.5-1.tar.gz
clustMixType_0.5-1.zip(r-4.7)clustMixType_0.5-1.zip(r-4.6)clustMixType_0.5-1.zip(r-4.5)
clustMixType_0.5-1.tgz(r-4.6-any)clustMixType_0.5-1.tgz(r-4.5-any)
clustMixType_0.5-1.tar.gz(r-4.7-any)clustMixType_0.5-1.tar.gz(r-4.6-any)
clustMixType_0.5-1.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
clustMixType/json (API)
NEWS

# Install 'clustMixType' in R:
install.packages('clustMixType', repos = c('https://g-rho.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/g-rho/clustmixtype/issues

On CRAN:

Conda:

6.86 score 2 stars 9 packages 207 scripts 6.4k downloads 1 mentions 6 exports 18 dependencies

Last updated from:83c6680f30. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK243
source / vignettesOK157
linux-release-x86_64OK233
macos-release-arm64OK135
macos-oldrel-arm64OK130
windows-develOK217
windows-releaseOK194
windows-oldrelOK216
wasm-releaseOK92

Exports:clprofileskprotokproto2silhouettelambdaeststability_kprotovalidation_kproto

Dependencies:cliclustercombinatdplyrgenericsgluelifecyclemagrittrpillarpkgconfigR6RColorBrewerrlangtibbletidyselectutf8vctrswithr