Package: clustMixType 0.4-2
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.zip(r-4.5)clustMixType_0.4-2.zip(r-4.4)clustMixType_0.4-2.zip(r-4.3)
clustMixType_0.4-2.tgz(r-4.5-any)clustMixType_0.4-2.tgz(r-4.4-any)clustMixType_0.4-2.tgz(r-4.3-any)
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
| # Install 'clustMixType' in R: |
| install.packages('clustMixType', repos = c('https://g-rho.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/g-rho/clustmixtype/issues
Last updated 9 months agofrom:c12ce7dce5. Checks:8 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Feb 26 2025 |
| R-4.5-win | OK | Feb 26 2025 |
| R-4.5-mac | OK | Feb 26 2025 |
| R-4.5-linux | OK | Feb 26 2025 |
| R-4.4-win | OK | Feb 26 2025 |
| R-4.4-mac | OK | Feb 26 2025 |
| R-4.3-win | OK | Feb 26 2025 |
| R-4.3-mac | OK | Feb 26 2025 |
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 |
