Description | Installation | Datasets | Univariate Ordinal Data Simulation | Basic example code | Plotting | Performing clustering | Example code | Plotting the result | Performing co-clustering | Performing classification | Choosing a good kc parameter with cross-validation | Computing the sensitivity and specificity rates for each kc | Handling different numbers of levels | References
Package: ordinalClust 1.3.5.1
ordinalClust: Ordinal Data Clustering, Co-Clustering and Classification
Ordinal data classification, clustering and co-clustering using model-based approach with the BOS (Binary Ordinal Search) distribution for ordinal data (Christophe Biernacki and Julien Jacques (2016) <doi:10.1007/s11222-015-9585-2>).
Authors:
ordinalClust_1.3.5.1.tar.gz
ordinalClust_1.3.5.1.zip(r-4.7-x86_64)ordinalClust_1.3.5.1.zip(r-4.7-arm64)ordinalClust_1.3.5.1.zip(r-4.6-x86_64)ordinalClust_1.3.5.1.zip(r-4.6-arm64)ordinalClust_1.3.5.1.zip(r-4.5-x86_64)
ordinalClust_1.3.5.1.tgz(r-4.6-x86_64)ordinalClust_1.3.5.1.tgz(r-4.6-arm64)ordinalClust_1.3.5.1.tgz(r-4.5-x86_64)ordinalClust_1.3.5.1.tgz(r-4.5-arm64)
ordinalClust_1.3.5.1.tar.gz(r-4.7-arm64)ordinalClust_1.3.5.1.tar.gz(r-4.7-x86_64)ordinalClust_1.3.5.1.tar.gz(r-4.6-arm64)ordinalClust_1.3.5.1.tar.gz(r-4.6-x86_64)
ordinalClust_1.3.5.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
ordinalClust/json (API)
| # Install 'ordinalClust' in R: |
| install.packages('ordinalClust', repos = c('https://jujacques.r-universe.dev', 'https://cloud.r-project.org')) |
Datasets:
- dataqol - Questionnaire Responses Of Patients Affected By Breast Cancer
- dataqol.classif - Questionnaire Responses Of Patients Affected By Breast Cancer
- Msimulated - Matrix of simulated ordinal data
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:989959cc6b. Checks:15 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 160 | ||
| linux-devel-x86_64 | OK | 165 | ||
| source / vignettes | OK | 242 | ||
| linux-release-arm64 | OK | 163 | ||
| linux-release-x86_64 | OK | 158 | ||
| macos-release-arm64 | OK | 219 | ||
| macos-release-x86_64 | OK | 380 | ||
| macos-oldrel-arm64 | OK | 113 | ||
| macos-oldrel-x86_64 | OK | 302 | ||
| windows-devel-arm64 | OK | 403 | ||
| windows-devel-x86_64 | OK | 254 | ||
| windows-release-arm64 | OK | 406 | ||
| windows-release-x86_64 | OK | 143 | ||
| windows-oldrel-x86_64 | OK | 202 | ||
| wasm-release | OK | 164 |
Exports:bosclassifbosclustboscoclustpejSimplotpredictsummary
Dependencies:BHRcppRcppArmadilloRcppProgress
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Function to perform a classification | bosclassif |
| Function to perform a clustering | bosclust |
| Function to perform a co-clustering | boscoclust |
| Questionnaire Responses Of Patients Affected By Breast Cancer | dataqol |
| Questionnaire Responses Of Patients Affected By Breast Cancer | dataqol.classif |
| Matrix of simulated ordinal data | Msimulated |
| pejSim | pejSim |
| ~~ Method for the function 'plot' in the 'ordinalClust' package ~~ | plot plot,ResultClassifOrdinal-method plot,ResultClustOrdinal-method plot,ResultCoclustOrdinal-method |
| ~~ Method for the function 'predict' in the 'ordinalClust' package ~~ | predict predict,ANY-method predict,ResultClassifOrdinal-method |
| ~~ Methods for the Function 'summary' in the 'ordinalClust' package ~~ | summary summary,ResultClassifOrdinal-method summary,ResultClustOrdinal-method summary,ResultCoclustOrdinal-method |