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clustMixType (version 0.1-16)

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

3,419

Version

0.1-16

License

GPL (>= 2)

Maintainer

Gero Szepannek

Last Published

February 27th, 2016

Functions in clustMixType (0.1-16)

kproto

k prototypes clustering
clprofiles

profile k prototypes clustering
lambdaest

compares variance of all variables
predict.kproto

k prototypes clustering