Package: rda 1.2-2

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:Yaqian Guo [aut], Trevor Hastie [aut], Robert Tibshirani [aut], Valentin Todorov [aut, cre]

rda_1.2-2.tar.gz
rda_1.2-2.zip(r-4.7-any)rda_1.2-2.zip(r-4.6-any)rda_1.2-2.zip(r-4.5-any)
rda_1.2-2.tgz(r-4.6-any)rda_1.2-2.tgz(r-4.5-any)
rda_1.2-2.tar.gz(r-4.7-any)rda_1.2-2.tar.gz(r-4.6-any)
rda_1.2-2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
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:
  • brain.x - Brain Cancer Microarray Expression Data
  • brain.y - Brain Cancer Microarray Data Class Labels
  • colon.x - Colon Cancer Microarray Expression Data
  • colon.y - Colon Cancer Microarray Data Class Labels

On CRAN:

Conda:

3.54 score 1 packages 23 scripts 393 downloads 5 exports 0 dependencies

Last updated from:69c5114b38. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK142
source / vignettesOK177
linux-releaseOK134
macos-releaseOK116
macos-oldrelOK76
windows-develOK118
windows-releaseOK70
windows-oldrelOK74
wasm-releaseOK75

Exports:genelist.rdaplot.rdacvpredict.rdardarda.cv

Dependencies: