1. Circular silhouette on clustered data | 2. Finding an optimal number of clusters | 3. Estimating the period of noisy periodic data
Package: CircularSilhouette 0.0.1
CircularSilhouette: Fast Silhouette on Circular or Linear Data Clusters
Calculating silhouette information for clusters on circular or linear data using fast algorithms. These algorithms run in linear time on sorted data, in contrast to quadratic time by the definition of silhouette. When used together with the fast and optimal circular clustering method FOCC (Debnath & Song 2021) <doi:10.1109/TCBB.2021.3077573> implemented in R package 'OptCirClust', circular silhouette can be maximized to find the optimal number of circular clusters; it can also be used to estimate the period of noisy periodical data.
Authors:
CircularSilhouette_0.0.1.tar.gz
CircularSilhouette_0.0.1.zip(r-4.7-x86_64)CircularSilhouette_0.0.1.zip(r-4.7-arm64)CircularSilhouette_0.0.1.zip(r-4.6-x86_64)CircularSilhouette_0.0.1.zip(r-4.6-arm64)CircularSilhouette_0.0.1.zip(r-4.5-x86_64)
CircularSilhouette_0.0.1.tgz(r-4.6-x86_64)CircularSilhouette_0.0.1.tgz(r-4.6-arm64)CircularSilhouette_0.0.1.tgz(r-4.5-x86_64)CircularSilhouette_0.0.1.tgz(r-4.5-arm64)
CircularSilhouette_0.0.1.tar.gz(r-4.7-arm64)CircularSilhouette_0.0.1.tar.gz(r-4.7-x86_64)CircularSilhouette_0.0.1.tar.gz(r-4.6-arm64)CircularSilhouette_0.0.1.tar.gz(r-4.6-x86_64)
CircularSilhouette_0.0.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
CircularSilhouette/json (API)
| # Install 'CircularSilhouette' in R: |
| install.packages('CircularSilhouette', repos = c('https://joemsong.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 from:9e57445289. Checks:15 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 135 | ||
| linux-devel-x86_64 | OK | 152 | ||
| source / vignettes | OK | 207 | ||
| linux-release-arm64 | OK | 134 | ||
| linux-release-x86_64 | OK | 130 | ||
| macos-release-arm64 | OK | 152 | ||
| macos-release-x86_64 | OK | 359 | ||
| macos-oldrel-arm64 | OK | 166 | ||
| macos-oldrel-x86_64 | OK | 328 | ||
| windows-devel-arm64 | OK | 348 | ||
| windows-devel-x86_64 | OK | 121 | ||
| windows-release-arm64 | OK | 361 | ||
| windows-release-x86_64 | OK | 115 | ||
| windows-oldrel-x86_64 | OK | 99 | ||
| wasm-release | OK | 130 |
Exports:circular.silestimate.periodfast.silfind.num.of.clusters
Dependencies:Ckmeans.1d.dpcligluelifecyclemagrittrOptCirClustplotrixplyrrbibutilsRcppRdpackreshape2rlangstringistringrvctrs
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Calculating Silhouette on Circular Data Clusters | circular.sil |
| Estimating the Period of Noisy Periodical Data | estimate.period |
| Calculating Silhouette on Linear Data Clusters | fast.sil |
| Finding an Optimal Number of Circular Data Clusters | find.num.of.clusters |