Package: clusterability 0.2.3.0
clusterability: Performs Tests for Cluster Tendency of a Data Set
Test for cluster tendency (clusterability) of a data set. The methods implemented - reducing the data set to a single dimension using principal component analysis or computing pairwise distances, and performing a multimodality test like the Dip Test or Silverman's Critical Bandwidth Test - are described in Adolfsson, Ackerman, and Brownstein (2019) <doi:10.1016/j.patcog.2018.10.026> and Laborde et al. (2023) <doi:10.1186/s12859-023-05210-6>. Such methods can inform whether clustering algorithms are appropriate for a data set.
Authors:
clusterability_0.2.3.0.tar.gz
clusterability_0.2.3.0.zip(r-4.7-any)clusterability_0.2.3.0.zip(r-4.6-any)clusterability_0.2.3.0.zip(r-4.5-any)
clusterability_0.2.3.0.tgz(r-4.6-any)clusterability_0.2.3.0.tgz(r-4.5-any)
clusterability_0.2.3.0.tar.gz(r-4.7-any)clusterability_0.2.3.0.tar.gz(r-4.6-any)
clusterability_0.2.3.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
clusterability/json (API)
| # Install 'clusterability' in R: |
| install.packages('clusterability', repos = c('https://zachneville.r-universe.dev', 'https://cloud.r-project.org')) |
- normals1 - Data generated from a single multivariate Normal distribution, 2 dimensions.
- normals2 - Data generated from a mixture of two multivariate Normal distributions, 2 dimensions.
- normals3 - Data generated from a mixture of three multivariate Normal distributions, 2 dimensions.
- normals4 - Data generated from a mixture of two multivariate Normal distributions, 3 dimensions.
- normals5 - Data generated from a mixture of three multivariate Normal distributions, 3 dimensions.
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:5c97b4f417. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 146 | ||
| source / vignettes | OK | 180 | ||
| linux-release | OK | 144 | ||
| macos-release | OK | 187 | ||
| macos-oldrel | OK | 179 | ||
| windows-devel | OK | 102 | ||
| windows-release | OK | 77 | ||
| windows-oldrel | OK | 101 | ||
| wasm-release | OK | 107 |
Exports:clusterabilitytest
Dependencies:clusterdiptestelasticnetlarslatticeMatrixrsvdsparsepca
