Package: protoclust 1.6.4
protoclust: Hierarchical Clustering with Prototypes
Performs minimax linkage hierarchical clustering. Every cluster has an associated prototype element that represents that cluster as described in Bien, J., and Tibshirani, R. (2011), "Hierarchical Clustering with Prototypes via Minimax Linkage," The Journal of the American Statistical Association, 106(495), 1075-1084.
Authors:
protoclust_1.6.4.tar.gz
protoclust_1.6.4.zip(r-4.5)protoclust_1.6.4.zip(r-4.4)protoclust_1.6.4.zip(r-4.3)
protoclust_1.6.4.tgz(r-4.4-x86_64)protoclust_1.6.4.tgz(r-4.4-arm64)protoclust_1.6.4.tgz(r-4.3-x86_64)protoclust_1.6.4.tgz(r-4.3-arm64)
protoclust_1.6.4.tar.gz(r-4.5-noble)protoclust_1.6.4.tar.gz(r-4.4-noble)
protoclust_1.6.4.tgz(r-4.4-emscripten)protoclust_1.6.4.tgz(r-4.3-emscripten)
protoclust.pdf |protoclust.html✨
protoclust/json (API)
| # Install 'protoclust' in R: |
| install.packages('protoclust', repos = c('https://jacobbien.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/jacobbien/protoclust/issues
Last updated 3 years agofrom:2ac2f10342. Checks:OK: 9. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 31 2024 |
| R-4.5-win-x86_64 | OK | Oct 31 2024 |
| R-4.5-linux-x86_64 | OK | Oct 31 2024 |
| R-4.4-win-x86_64 | OK | Oct 31 2024 |
| R-4.4-mac-x86_64 | OK | Oct 31 2024 |
| R-4.4-mac-aarch64 | OK | Oct 31 2024 |
| R-4.3-win-x86_64 | OK | Oct 31 2024 |
| R-4.3-mac-x86_64 | OK | Oct 31 2024 |
| R-4.3-mac-aarch64 | OK | Oct 31 2024 |
Exports:find_elementsplotwithprototypesprotoclustprotocut
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Hierarchical Clustering with Prototypes: Minimax Linkage. | protoclust-package |
| Find the path from root to highest occurrence of each element | find_elements |
| Plot Dendrogram | plot.protoclust |
| Plot Dendrogram with Prototype Labels Added | plotwithprototypes |
| Plot Dendrogram with Interior Node Text Added | plotwithtext |
| Hierarchical Clustering with Prototypes: Minimax Linkage. | protoclust |
| Cut a Minimax Linkage Tree To Get a Clustering | protocut |
