Package: clustMixType 0.5-2

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_0.5-2.tar.gz
clustMixType_0.5-2.zip(r-4.7-any)clustMixType_0.5-2.zip(r-4.6-any)clustMixType_0.5-2.zip(r-4.5-any)
clustMixType_0.5-2.tgz(r-4.6-any)clustMixType_0.5-2.tgz(r-4.5-any)
clustMixType_0.5-2.tar.gz(r-4.7-any)clustMixType_0.5-2.tar.gz(r-4.6-any)
clustMixType_0.5-2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
clustMixType/json (API)

# 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:

5.82 score 3 stars 11 packages 4.4k downloads 1 mentions 7 exports 19 dependencies

Last updated from:9baf54b189. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK246
source / vignettesOK215
linux-releaseOK223
macos-releaseOK246
macos-oldrelOK255
windows-develOK182
windows-releaseOK175
windows-oldrelOK200
wasm-releaseOK98

Exports:clprofilesimportance_kprotokprotokproto2silhouettelambdaeststability_kprotovalidation_kproto

Dependencies:cliclustercombinatdplyrgenericsgluelifecyclemagrittrmclustpillarpkgconfigR6RColorBrewerrlangtibbletidyselectutf8vctrswithr