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) .


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Reference manual

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install.packages("ciu")

0.1.0 by Kary Främling, 8 days ago


Browse source code at https://github.com/cran/ciu


Authors: Kary Främling


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports graphics, stats, Rcpp, grDevices, ggplot2

Suggests MASS, caret, gbm


See at CRAN