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Implementation of the Contextual Importance and Utility (CIU) concepts for Explainable AI (XAI). A recent description of CIU can be found in e.g. Främling (2020) <doi:10.48550/arXiv.2009.13996>.
| Version: | 0.6.0 |
| Imports: | graphics, stats, Rcpp, grDevices, crayon, ggplot2 |
| Suggests: | MASS, caret, gbm |
| Published: | 2022-11-29 |
| DOI: | 10.32614/CRAN.package.ciu |
| Author: | Kary Främling |
| Maintainer: | Kary Främling <Kary.Framling at umu.se> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | no |
| Citation: | ciu citation info |
| Materials: | NEWS |
| CRAN checks: | ciu results |
| Reference manual: | ciu.pdf |
| Package source: | ciu_0.6.0.tar.gz |
| Windows binaries: | r-devel: ciu_0.6.0.zip, r-release: ciu_0.6.0.zip, r-oldrel: ciu_0.6.0.zip |
| macOS binaries: | r-release (arm64): ciu_0.6.0.tgz, r-oldrel (arm64): ciu_0.6.0.tgz, r-release (x86_64): ciu_0.6.0.tgz, r-oldrel (x86_64): ciu_0.6.0.tgz |
| Old sources: | ciu archive |
Please use the canonical form https://CRAN.R-project.org/package=ciu to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.