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)C443_3.4.0.zip(r-4.6)C443_3.4.0.zip(r-4.5)
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 349 downloads 5 exports 41 dependencies

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

TargetResultTimeFilesSyslog
linux-devel-x86_64OK149
source / vignettesOK183
linux-release-x86_64OK151
macos-release-arm64OK157
macos-oldrel-arm64OK159
windows-develOK108
windows-releaseOK94
windows-oldrelOK98
wasm-releaseOK113

Exports:clusterforestclustersmedoidtreestreesimilaritiestreesource

Dependencies:cliclustercodetoolscpp11doParallelfarverforeachFormulaggplot2gluegridExtragtableigraphinumisobanditeratorslabelinglatticelibcoinlifecyclemagrittrMASSMatrixmvtnormpartykitpkgconfigplyrR6randomForestrangerRColorBrewerRcppRcppEigenrlangrpartS7scalessurvivalvctrsviridisLitewithr