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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 |
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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.
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