The estuary dataset | Hierarchical clustering with soft contiguity constraint. | Find a partition with no constraint | Change the partition to take geographical constraint into account | Choice of the mixing parameter alpha | Modified partition obtained with alpha=0.2 | Change the partition to take neighborhood constraint into account
Package: ClustGeo 2.1
ClustGeo: Hierarchical Clustering with Spatial Constraints
Implements a Ward-like hierarchical clustering algorithm including soft spatial/geographical constraints.
Authors:
ClustGeo_2.1.tar.gz
ClustGeo_2.1.zip(r-4.7)ClustGeo_2.1.zip(r-4.6)ClustGeo_2.1.zip(r-4.5)
ClustGeo_2.1.tgz(r-4.6-any)ClustGeo_2.1.tgz(r-4.5-any)
ClustGeo_2.1.tar.gz(r-4.7-any)ClustGeo_2.1.tar.gz(r-4.6-any)
ClustGeo_2.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
ClustGeo/json (API)
| # Install 'ClustGeo' in R: |
| install.packages('ClustGeo', repos = c('https://chavent.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/chavent/clustgeo/issues
Datasets:
- estuary - Estuary data
Last updated from:62d027fd67. Checks:7 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | NOTE | 130 | ||
| source / vignettes | OK | 162 | ||
| linux-release-x86_64 | NOTE | 127 | ||
| macos-release-arm64 | NOTE | 104 | ||
| macos-oldrel-arm64 | NOTE | 97 | ||
| windows-devel | NOTE | 66 | ||
| windows-release | NOTE | 75 | ||
| windows-oldrel | NOTE | 79 | ||
| wasm-release | OK | 133 |
Exports:choicealphahclustgeoinertinertdisswardinitwithindiss
Dependencies:bootclassclassIntDBIdeldire1071KernSmoothlatticeMASSproxyRcpps2sfspspDataspdepunitswk
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Choice of the mixing parameter | choicealpha |
| estuary data | estuary |
| Ward clustering with soft contiguity contraints | hclustgeo |
| Inertia of a cluster | inert |
| Pseudo inertia of a cluster | inertdiss |
| Plot to choose the mixing parameter | plot.choicealpha |
| Ward aggregation measures between singletons | wardinit |
| Dissimilarity based pseudo within-cluster inertia of a partition | withindiss |
