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:
xgrove_0.1-13.tar.gz
xgrove_0.1-13.zip(r-4.5)xgrove_0.1-13.zip(r-4.4)xgrove_0.1-13.zip(r-4.3)
xgrove_0.1-13.tgz(r-4.4-any)xgrove_0.1-13.tgz(r-4.3-any)
xgrove_0.1-13.tar.gz(r-4.5-noble)xgrove_0.1-13.tar.gz(r-4.4-noble)
xgrove_0.1-13.tgz(r-4.4-emscripten)xgrove_0.1-13.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
Last updated 2 months agofrom:1edf6761e7. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 15 2024 |
R-4.5-win | OK | Oct 15 2024 |
R-4.5-linux | OK | Oct 15 2024 |
R-4.4-win | OK | Oct 15 2024 |
R-4.4-mac | OK | Oct 15 2024 |
R-4.3-win | OK | Oct 15 2024 |
R-4.3-mac | OK | Oct 15 2024 |
Dependencies:clidplyrfansigbmgenericsgluelatticelifecyclemagrittrMatrixpillarpkgconfigR6rlangrpartrpart.plotsurvivaltibbletidyselectutf8vctrswithr
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Plot surrogate tree statistics | plot.sgtree |
Plot surrogate grove statistics | plot.xgrove |
Surrogate trees | sgtree |
Explainability | upsilon |
Explanation groves | xgrove |