Package: clustMixType 0.4-2
Gero Szepannek
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.
Authors:
clustMixType_0.4-2.tar.gz
clustMixType_0.4-2.tar.gz(r-4.5-noble)clustMixType_0.4-2.tar.gz(r-4.4-noble)
clustMixType_0.4-2.tgz(r-4.4-emscripten)clustMixType_0.4-2.tgz(r-4.3-emscripten)
clustMixType.pdf |clustMixType.html✨
clustMixType/json (API)
NEWS
| # InstallclustMixType in R: |
| install.packages('clustMixType',repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 4 days agofrom:18c2502a36
Exports:clprofileskprotolambdaeststability_kprotovalidation_kproto
Dependencies:clicombinatdplyrfansigenericsgluelifecyclemagrittrpillarpkgconfigR6RColorBrewerrlangtibbletidyselectutf8vctrswithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Profiling k-Prototypes Clustering | clprofiles |
| k-Prototypes Clustering | kproto kproto.default |
| Compares Variability of Variables | lambdaest |
| Assign k-Prototypes Clusters | plot.kproto |
| Assign k-Prototypes Clusters | predict.kproto |
| Determination the stability of k Prototypes Clustering | stability_kproto |
| Summary Method for kproto Cluster Result | summary.kproto |
| Validating k Prototypes Clustering | validation_kproto |
