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>.
| Version: | 0.1-15 |
| Imports: | gbm,dplyr,rpart,rpart.plot,ggplot2 |
| Suggests: | pdp,randomForest |
| Published: | 2025-01-10 |
| DOI: | 10.32614/CRAN.package.xgrove |
| Author: | Gero Szepannek [aut, cre] |
| Maintainer: | Gero Szepannek <gero.szepannek at web.de> |
| License: | GPL-2 |GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| Materials: | README,NEWS |
| CRAN checks: | xgrove results |
Documentation:
| Reference manual: | xgrove.html ,xgrove.pdf |
Downloads:
| Package source: | xgrove_0.1-15.tar.gz |
| Windows binaries: | r-devel:xgrove_0.1-15.zip, r-release:xgrove_0.1-15.zip, r-oldrel:xgrove_0.1-15.zip |
| macOS binaries: | r-release (arm64):xgrove_0.1-15.tgz, r-oldrel (arm64):xgrove_0.1-15.tgz, r-release (x86_64):xgrove_0.1-15.tgz, r-oldrel (x86_64):xgrove_0.1-15.tgz |
| Old sources: | xgrove archive |
Linking:
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