Package: xgrove 0.1-13

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_0.1-13.tar.gz
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xgrove_0.1-13.tgz(r-4.4-any)xgrove_0.1-13.tgz(r-4.3-any)
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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'))

Peer review:

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

On CRAN:

3.40 score 354 downloads 3 exports 22 dependencies

Last updated 2 months agofrom:1edf6761e7. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 15 2024
R-4.5-winOKOct 15 2024
R-4.5-linuxOKOct 15 2024
R-4.4-winOKOct 15 2024
R-4.4-macOKOct 15 2024
R-4.3-winOKOct 15 2024
R-4.3-macOKOct 15 2024

Exports:sgtreeupsilonxgrove

Dependencies:clidplyrfansigbmgenericsgluelatticelifecyclemagrittrMatrixpillarpkgconfigR6rlangrpartrpart.plotsurvivaltibbletidyselectutf8vctrswithr