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, <DOI:10.1023/A:1009769707641>.

Author
Gero Szepannek
Date of publication
2016-11-11 17:26:35
Maintainer
Gero Szepannek <gero.szepannek@web.de>
License
GPL (>= 2)
Version
0.1-17

View on CRAN

Man pages

clprofiles
profile k prototypes clustering
kproto
k prototypes clustering
lambdaest
compares variance of all variables
predict.kproto
k prototypes clustering

Files in this package

clustMixType
clustMixType/NAMESPACE
clustMixType/R
clustMixType/R/kprototypes.R
clustMixType/MD5
clustMixType/DESCRIPTION
clustMixType/man
clustMixType/man/clprofiles.Rd
clustMixType/man/kproto.Rd
clustMixType/man/lambdaest.Rd
clustMixType/man/predict.kproto.Rd