Package: ICGE 0.4.3
ICGE: Estimation of Number of Clusters and Identification of Atypical Units
It is a package that helps to estimate the number of real clusters in data as well as to identify atypical units. The underlying methods are based on distances rather than on unit x variables.
Authors:
ICGE_0.4.3.tar.gz
ICGE_0.4.3.zip(r-4.7)ICGE_0.4.3.zip(r-4.6)ICGE_0.4.3.zip(r-4.5)
ICGE_0.4.3.tgz(r-4.6-any)ICGE_0.4.3.tgz(r-4.5-any)
ICGE_0.4.3.tar.gz(r-4.7-any)ICGE_0.4.3.tar.gz(r-4.6-any)
ICGE_0.4.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
ICGE/json (API)
| # Install 'ICGE' in R: |
| install.packages('ICGE', repos = c('https://itziari.r-universe.dev', 'https://cloud.r-project.org')) |
- chowdary - Chowdary Database
- dermatology - Dermatology Database
- lympha - Limphatic Database
- SyntheticTimeCourse - Synthetic Time Course data
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:1df1aa83b7. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 98 | ||
| source / vignettes | OK | 154 | ||
| linux-release-x86_64 | OK | 85 | ||
| macos-release-arm64 | OK | 178 | ||
| macos-oldrel-arm64 | OK | 163 | ||
| windows-devel | OK | 57 | ||
| windows-release | OK | 59 | ||
| windows-oldrel | OK | 59 | ||
| wasm-release | OK | 99 |
Exports:dbhattadcordeltasdgowerdmahaldproc2estWINCAindexINCAnumcluINCAtestproxivgeo
Dependencies:clusterfastclusterMASS
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Chowdary Database | chowdary |
| Bhattacharyya Distance | dbhatta |
| Correlation Distance | dcor |
| Distance Between Groups | deltas |
| Dermatology Database | dermatology |
| Gower Distance for Mixed Variables | dgower |
| Mahalanobis Distance | dmahal |
| Modified Procrustes distance | dproc2 |
| INCA Statistic | estW print.incaest |
| INCA index | INCAindex plot.incaix print.incaix summary.incaix |
| Estimation of Number of Clusters in Data | INCAnumclu plot.incanc print.incanc |
| INCA Test | INCAtest print.incat summary.incat |
| Limphatic Database | lympha |
| Proximity Function | proxi |
| Synthetic Time Course data | SyntheticTimeCourse |
| Geometric Variability | vgeo |
