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) .


Reference manual

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0.1.2 by Alicja Gosiewska, 10 months ago

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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