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Development version of the R Package clustMixType

k-Prototypes Clustering for Mixed Variable-Type Data. For details cf. the R Journal paper.

Corresponding papers on valdiation indices and missing data for k prototypes.

Installation

Install the current CRAN release of the package in R:

install.packages(clustMixType)

Install the latest development version of the package in R from this repository.

remotes::install_github("https://github.com/g-rho/clustMixType.git")

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Version

Install

install.packages('clustMixType')

Monthly Downloads

4,868

Version

0.3-14

License

GPL (>= 2)

Maintainer

Gero Szepannek

Last Published

December 10th, 2023

Functions in clustMixType (0.3-14)

kproto

k-Prototypes Clustering
validation_kproto

Validating k Prototypes Clustering
summary.kproto

Summary Method for kproto Cluster Result
lambdaest

Compares Variability of Variables
stability_kproto

Determination the stability of k Prototypes Clustering
predict.kproto

Assign k-Prototypes Clusters
kproto_gower

k-Prototypes Clustering using Gower Dissimilarity
clprofiles

Profiling k-Prototypes Clustering
plot.kproto

Assign k-Prototypes Clusters