Package: C443 3.4.0

Aniek Sies

C443: See a Forest for the Trees

Get insight into a forest of classification trees, by calculating similarities between the trees, and subsequently clustering them. Each cluster is represented by it's most central cluster member. The package implements the methodology described in Sies & Van Mechelen (2020) <doi:10.1007/s00357-019-09350-4>.

Authors:Aniek Sies [aut, cre], Kristof Meers [ctb], Iven Van Mechelen [ths]

C443_3.4.0.tar.gz
C443_3.4.0.zip(r-4.7-any)C443_3.4.0.zip(r-4.6-any)C443_3.4.0.zip(r-4.5-any)
C443_3.4.0.tgz(r-4.6-any)C443_3.4.0.tgz(r-4.5-any)
C443_3.4.0.tar.gz(r-4.7-any)C443_3.4.0.tar.gz(r-4.6-any)
C443_3.4.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
C443/json (API)

# Install 'C443' in R:
install.packages('C443', repos = c('https://kuleuven-ppw-okpiv.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/kuleuven-ppw-okpiv/c443/issues

Datasets:
  • drugs - Drug consumption data set

On CRAN:

Conda:

2.00 score 1 stars 5 scripts 259 downloads 5 exports 41 dependencies

Last updated from:acb9b60d42. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK154
source / vignettesOK227
linux-release-x86_64OK162
macos-release-arm64OK194
macos-oldrel-arm64OK230
windows-develOK116
windows-releaseOK97
windows-oldrelOK95
wasm-releaseOK111

Exports:clusterforestclustersmedoidtreestreesimilaritiestreesource

Dependencies:cliclustercodetoolscpp11doParallelfarverforeachFormulaggplot2gluegridExtragtableigraphinumisobanditeratorslabelinglatticelibcoinlifecyclemagrittrMASSMatrixmvtnormpartykitpkgconfigplyrR6randomForestrangerRColorBrewerRcppRcppEigenrlangrpartS7scalessurvivalvctrsviridisLitewithr