Package: rda 1.2-1
rda: Shrunken Centroids Regularized Discriminant Analysis
Provides functions implementing the shrunken centroids regularized discriminant analysis for classification purpose in high dimensional data. The method is described in Guo at al. (2013) <doi:10.1093/biostatistics/kxj035>.
Authors:
rda_1.2-1.tar.gz
rda_1.2-1.zip(r-4.5)rda_1.2-1.zip(r-4.4)rda_1.2-1.zip(r-4.3)
rda_1.2-1.tgz(r-4.4-any)rda_1.2-1.tgz(r-4.3-any)
rda_1.2-1.tar.gz(r-4.5-noble)rda_1.2-1.tar.gz(r-4.4-noble)
rda_1.2-1.tgz(r-4.4-emscripten)rda_1.2-1.tgz(r-4.3-emscripten)
rda.pdf |rda.html✨
rda/json (API)
| # Install 'rda' in R: |
| install.packages('rda', repos = c('https://valentint.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/valentint/rda/issues
Datasets:
Last updated 1 years agofrom:9bac591f12. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 06 2024 |
| R-4.5-win | OK | Nov 06 2024 |
| R-4.5-linux | OK | Nov 06 2024 |
| R-4.4-win | OK | Nov 06 2024 |
| R-4.4-mac | OK | Nov 06 2024 |
| R-4.3-win | OK | Nov 06 2024 |
| R-4.3-mac | OK | Nov 06 2024 |
Exports:genelist.rdaplot.rdacvpredict.rdardarda.cv
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Brain Cancer Microarray Data | brain |
| Brain Cancer Microarray Expression Data | brain.x |
| Brain Cancer Microarray Data Class Labels | brain.y |
| Colon Cancer Microarray Data | colon |
| Colon Cancer Microarray Expression Data | colon.x |
| Colon Cancer Microarray Data Class Labels | colon.y |
| RDA Shrunken Gene List Function | genelist.rda |
| A function that plots the result from rda.cv | plot.rdacv |
| RDA Prediction Function | predict.rda |
| Main RDA Function | rda |
| RDA Cross Validation Function | rda.cv |
