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-4.5)xgrove_0.1-15.zip(r-4.4)xgrove_0.1-15.zip(r-4.3)
xgrove_0.1-15.tgz(r-4.5-any)xgrove_0.1-15.tgz(r-4.4-any)xgrove_0.1-15.tgz(r-4.3-any)
xgrove_0.1-15.tar.gz(r-4.5-noble)xgrove_0.1-15.tar.gz(r-4.4-noble)
xgrove_0.1-15.tgz(r-4.4-emscripten)xgrove_0.1-15.tgz(r-4.3-emscripten)
xgrove.pdf |xgrove.html✨
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:

3.40 score 1 scripts 212 downloads 3 exports 35 dependencies

Last updated 2 months agofrom:c32c454661. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 05 2025
R-4.5-winOKMar 05 2025
R-4.5-macOKMar 05 2025
R-4.5-linuxOKMar 05 2025
R-4.4-winOKMar 05 2025
R-4.4-macOKMar 05 2025
R-4.4-linuxOKMar 05 2025
R-4.3-winOKMar 05 2025
R-4.3-macOKMar 05 2025

Exports:sgtreeupsilonxgrove

Dependencies:clicolorspacedplyrfansifarvergbmgenericsggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerrlangrpartrpart.plotscalessurvivaltibbletidyselectutf8vctrsviridisLitewithr