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:
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
Last updated from:c32c454661. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 122 | ||
| source / vignettes | OK | 189 | ||
| linux-release-x86_64 | OK | 139 | ||
| macos-release-arm64 | OK | 107 | ||
| macos-oldrel-arm64 | OK | 142 | ||
| windows-devel | OK | 126 | ||
| windows-release | OK | 92 | ||
| windows-oldrel | OK | 129 | ||
| wasm-release | OK | 100 |
Dependencies:clicpp11dplyrfarvergbmgenericsggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMatrixpillarpkgconfigR6RColorBrewerrlangrpartrpart.plotS7scalessurvivaltibbletidyselectutf8vctrsviridisLitewithr
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 |
