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clustMixType (version 0.2-5)

k-Prototypes Clustering for Mixed Variable-Type Data

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, .

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Version

Install

install.packages('clustMixType')

Monthly Downloads

3,900

Version

0.2-5

License

GPL (>= 2)

Maintainer

Last Published

April 23rd, 2020

Functions in clustMixType (0.2-5)

summary.kproto

Summary Method for kproto Cluster Result
clprofiles

Profiling k-Prototypes Clustering
validation_kproto

Validating k Prototypes Clustering
predict.kproto

Assign k-Prototypes Clusters
kproto

k-Prototypes Clustering
lambdaest

Compares Variability of Variables