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ciu: Contextual Importance and Utility

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

Documentation:

Reference manual: ciu.pdf

Downloads:

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

Linking:

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.
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