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
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
Old sources: ciu archive

Linking:

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