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CRAN: Package rSAFE

rSAFE: 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) <doi:10.1016/j.dss.2021.113556>.

Version: 0.1.4 Depends: R (≥ 3.5.0) Imports: DALEX, dendextend, ggplot2, ggpubr, grDevices, ingredients, sets, stats Suggests: gbm, knitr, pander, randomForest, rmarkdown, spelling, testthat, vdiffr Published: 2022-08-13 DOI: 10.32614/CRAN.package.rSAFE Author: Alicja Gosiewska [aut, cre], Anna Gierlak [aut], Przemyslaw Biecek [aut, ths], Michal Burdukiewicz [ctb] Maintainer: Alicja Gosiewska <alicjagosiewska at gmail.com> BugReports: https://github.com/ModelOriented/rSAFE/issues License: GPL-3 URL: https://github.com/ModelOriented/rSAFE NeedsCompilation: no Language: en-US Citation: rSAFE citation info Materials: NEWS CRAN checks: rSAFE results Documentation: Downloads: Linking:

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