Package: xgrove 0.1-15

xgrove: Explanation Groves

Compute surrogate explanation groves for predictive machine learning models and analyze complexity vs. explanatory power of an explanation according to Szepannek, G. and von Holt, B. (2023) <doi:10.1007/s41237-023-00205-2>.

Authors:Gero Szepannek [aut, cre]

xgrove_0.1-15.tar.gz
xgrove_0.1-15.zip(r-4.7)xgrove_0.1-15.zip(r-4.6)xgrove_0.1-15.zip(r-4.5)
xgrove_0.1-15.tgz(r-4.6-any)xgrove_0.1-15.tgz(r-4.5-any)
xgrove_0.1-15.tar.gz(r-4.7-any)xgrove_0.1-15.tar.gz(r-4.6-any)
xgrove_0.1-15.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
xgrove/json (API)
NEWS

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

Bug tracker:https://github.com/g-rho/xgrove/issues

On CRAN:

Conda:

2.70 score 1 scripts 180 downloads 3 exports 31 dependencies

Last updated from:c32c454661. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK122
source / vignettesOK189
linux-release-x86_64OK139
macos-release-arm64OK107
macos-oldrel-arm64OK142
windows-develOK126
windows-releaseOK92
windows-oldrelOK129
wasm-releaseOK100

Exports:sgtreeupsilonxgrove

Dependencies:clicpp11dplyrfarvergbmgenericsggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMatrixpillarpkgconfigR6RColorBrewerrlangrpartrpart.plotS7scalessurvivaltibbletidyselectutf8vctrsviridisLitewithr