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 416 downloads 5 exports 44 dependencies

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

TargetResultTimeFilesSyslog
linux-develOK157
source / vignettesOK404
linux-releaseOK152
macos-releaseOK201
macos-oldrelOK205
windows-develOK114
windows-releaseOK112
windows-oldrelOK120
wasm-releaseOK115

Exports:clusterforestclustersmedoidtreestreesimilaritiestreesource

Dependencies:cliclustercodetoolscpp11doParallelfarverforeachFormulaggplot2gluegridExtragtableigraphinumisobanditeratorslabelinglatticelibcoinlifecyclemagrittrMASSMatrixmvtnormpartykitpkgconfigplyrR6randomForestrangerRColorBrewerRcppRcppEigenrlangrpartS7sandwichscalesstrucchangesurvivalvctrsviridisLitewithrzoo