Package: ClusBoot 1.2.2
ClusBoot: Bootstrap a Clustering Solution to Establish the Stability of the Clusters
Providing a cluster allocation for n samples, either with an $n \times p$ data matrix or an $n \times n$ distance matrix, a bootstrap procedure is performed. The proportion of bootstrap replicates where a pair of samples cluster in the same cluster indicates who tightly the samples in a particular cluster clusters together.
Authors:
ClusBoot_1.2.2.tar.gz
ClusBoot_1.2.2.zip(r-4.7)ClusBoot_1.2.2.zip(r-4.6)ClusBoot_1.2.2.zip(r-4.5)
ClusBoot_1.2.2.tgz(r-4.6-any)ClusBoot_1.2.2.tgz(r-4.5-any)
ClusBoot_1.2.2.tar.gz(r-4.7-any)ClusBoot_1.2.2.tar.gz(r-4.6-any)
ClusBoot_1.2.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
ClusBoot/json (API)
| # Install 'ClusBoot' in R: |
| install.packages('ClusBoot', repos = c('https://sugnet.r-universe.dev', 'https://cloud.r-project.org')) |
- case.study.psychiatrist - Patient by psychiatric symptom data
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:6a9f4c2b21. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 134 | ||
| source / vignettes | OK | 160 | ||
| linux-release-x86_64 | OK | 117 | ||
| macos-release-arm64 | OK | 132 | ||
| macos-oldrel-arm64 | OK | 136 | ||
| windows-devel | OK | 101 | ||
| windows-release | OK | 86 | ||
| windows-oldrel | OK | 86 | ||
| wasm-release | OK | 83 |
Exports:boot.proportionsboot.silhouetteclusbootcomplete.linkagefpc.clusterboot
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Heatmap of the proportion of bootstrap replicates where objects cluster together | boot.proportions |
| Produces silhouette plots | boot.silhouette |
| Computes the silhouette vales based on proportion of times items cluster together | calc.silhouette |
| Patient by psychiatric symptom data | case.study.psychiatrist |
| Performs bootstrap on a cluster analysis output | clusboot |
| Wrapper function for performing complete linkage clustering | complete.linkage |
| Resampling according to the methods discussed in Hennig (2007) | fpc.clusterboot |
| MDS plot of similarities given by the proportion of bootstrap replicates where objects cluster together | plot.clusboot |
