Package: PPtreeExt 0.1.0

Natalia da Silva

PPtreeExt: Projection Pursuit Classification Tree Extensions

Implements extensions to the projection pursuit tree algorithm for supervised classification, see Lee, Y. (2013), <doi:10.1214/13-EJS810> and Lee, E-K. (2018) <doi:10.18637/jss.v083.i08>. The algorithm is changed in two ways: improving prediction boundaries by modifying the choice of split points-through class subsetting; and increasing flexibility by allowing multiple splits per group.

Authors:Natalia da Silva [aut, cre], Dianne Cook [aut], Eun-Kyung Lee [aut]

PPtreeExt_0.1.0.tar.gz
PPtreeExt_0.1.0.tar.gz(r-4.7-arm64)PPtreeExt_0.1.0.tar.gz(r-4.7-x86_64)PPtreeExt_0.1.0.tar.gz(r-4.6-arm64)PPtreeExt_0.1.0.tar.gz(r-4.6-x86_64)
PPtreeExt_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
PPtreeExt/json (API)
NEWS

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

Bug tracker:https://github.com/natydasilva/pptreeext/issues

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
Datasets:

On CRAN:

Conda:

openblascpp

1.70 score 9 scripts 116 downloads 7 exports 55 dependencies

Last updated from:83d78644ac. Checks:6 OK. Indexed: no.

TargetResultTimeFilesSyslog
linux-devel-arm64OK160
linux-devel-x86_64OK150
source / vignettesOK236
linux-release-arm64OK265
linux-release-x86_64OK139
wasm-releaseOK142

Exports:explorappfindproj_ExtLDAopt_ExtPDAopt_ExtPPtreeExt_splitPPtreeExtclassTreeExt.construct

Dependencies:base64encbslibcachemclicommonmarkcpp11digestfarverfastmapfontawesomeFormulafsggplot2gluegridExtragtablehtmltoolshttpuvinumisobandjquerylibjsonlitelabelinglaterlatticelibcoinlifecyclemagrittrMASSMatrixmemoisemimeMixSimmvtnormotelpartykitPPtreeVizpromisesR6rappdirsRColorBrewerRcppRcppArmadillorlangrpartS7sassscalesshinysourcetoolssurvivalvctrsviridisLitewithrxtable