Surrogate-Assisted Feature Extraction

Provides a model agnostic tool for white-box model trained on features extracted from a black-box model. For more information see: Gosiewska et al. (2020) .


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install.packages("rSAFE")

0.1.2 by Alicja Gosiewska, 15 days ago


https://github.com/ModelOriented/rSAFE


Report a bug at https://github.com/ModelOriented/rSAFE/issues


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


Authors: Alicja Gosiewska [aut, cre] , Anna Gierlak [aut] , Przemyslaw Biecek [aut, ths] , Michal Burdukiewicz [ctb]


Documentation:   PDF Manual  


GPL-3 license


Imports DALEX, dendextend, ggplot2, ggpubr, grDevices, ingredients, sets, stats

Suggests gbm, knitr, pander, randomForest, rmarkdown, spelling, testthat, vdiffr


See at CRAN