ciu: Contextual Importance and Utility (original) (raw)
Implementation of the Contextual Importance and Utility (CIU) concepts for Explainable AI (XAI). A description of CIU can be found in e.g. Främling (2020) <doi:10.1007/978-3-030-51924-7_4>.
| Version: | 0.8 |
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| Imports: | graphics, stats, Rcpp, grDevices, crayon, ggplot2, ggbeeswarm |
| Suggests: | MASS, caret, gbm |
| Published: | 2025-06-16 |
| DOI: | 10.32614/CRAN.package.ciu |
| Author: | Kary Främling [aut, cre] |
| Maintainer: | Kary Främling <Kary.Framling at umu.se> |
| License: | MIT + file |
| NeedsCompilation: | no |
| Citation: | ciu citation info |
| Materials: | NEWS |
| CRAN checks: | ciu results |
Documentation:
| Reference manual: | ciu.html , <ciu.pdf> |
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Downloads:
| Package source: | ciu_0.8.tar.gz |
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| Windows binaries: | r-devel: ciu_0.8.zip, r-release: ciu_0.8.zip, r-oldrel: ciu_0.8.zip |
| macOS binaries: | r-release (arm64): ciu_0.8.tgz, r-oldrel (arm64): ciu_0.8.tgz, r-release (x86_64): ciu_0.8.tgz, r-oldrel (x86_64): ciu_0.8.tgz |
| Old sources: | ciu archive |
Linking:
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