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✨
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 292 downloads 5 exports 41 dependencies

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

TargetResultTimeFilesSyslog
linux-devel-x86_64OK156
source / vignettesOK165
linux-release-x86_64OK164
macos-release-arm64OK171
macos-oldrel-arm64OK180
windows-develOK98
windows-releaseOK99
windows-oldrelOK120
wasm-releaseOK114

Exports:clusterforestclustersmedoidtreestreesimilaritiestreesource

Dependencies:cliclustercodetoolscpp11doParallelfarverforeachFormulaggplot2gluegridExtragtableigraphinumisobanditeratorslabelinglatticelibcoinlifecyclemagrittrMASSMatrixmvtnormpartykitpkgconfigplyrR6randomForestrangerRColorBrewerRcppRcppEigenrlangrpartS7scalessurvivalvctrsviridisLitewithr