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clustMixType  

k-Prototypes Clustering for Mixed Variable-Type Data
View on CRAN: Click here


Download and install clustMixType package within the R console
Install from CRAN:
install.packages("clustMixType")

Install from Github:
library("remotes")
install_github("cran/clustMixType")

Install by package version:
library("remotes")
install_version("clustMixType", "0.4-2")



Attach the package and use:
library("clustMixType")
Maintained by
Gero Szepannek
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-02-27
Latest Update: 2023-12-10
Description:
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.
How to cite:
Gero Szepannek (2016). clustMixType: k-Prototypes Clustering for Mixed Variable-Type Data. R package version 0.4-2, https://cran.r-project.org/web/packages/clustMixType. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.1-16 (2016-02-27 17:43), 0.1-17 (2016-11-11 17:26), 0.1-22 (2017-07-27 20:48), 0.1-25 (2017-08-16 12:14), 0.1-28 (2017-09-04 12:14), 0.1-29 (2017-10-17 13:19), 0.1-36 (2018-09-10 13:10), 0.2-1 (2019-03-16 18:13), 0.2-2 (2020-03-07 09:10), 0.2-5 (2020-04-23 13:20), 0.2-9 (2020-11-05 13:10), 0.2-11 (2021-03-10 12:40), 0.2-14 (2021-07-14 14:40), 0.2-15 (2021-08-18 12:10), 0.3-9 (2022-12-14 20:50), 0.3-14 (2023-12-10 17:10)
Other packages that cited clustMixType R package
View clustMixType citation profile
Other R packages that clustMixType depends, imports, suggests or enhances
Complete documentation for clustMixType
Functions, R codes and Examples using the clustMixType R package
Some associated functions: clprofiles . kproto . kproto_gower . lambdaest . plot.kproto . predict.kproto . stability_kproto . summary . validation_kproto . 
Some associated R codes: clustervalidation.R . kprototypes.R . kprototypes_gower.R . stability_kproto.R .  Full clustMixType package functions and examples
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