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:
| Reference manual: | rSAFE.html , rSAFE.pdf |
| Vignettes: |
Regression example - apartments data (source, R code) Classification example - HR data (source, R code) |
Downloads:
| Package source: | rSAFE_0.1.4.tar.gz |
| Windows binaries: | r-devel: rSAFE_0.1.4.zip, r-release: rSAFE_0.1.4.zip, r-oldrel: rSAFE_0.1.4.zip |
| macOS binaries: | r-release (arm64): rSAFE_0.1.4.tgz, r-oldrel (arm64): rSAFE_0.1.4.tgz, r-release (x86_64): rSAFE_0.1.4.tgz, r-oldrel (x86_64): rSAFE_0.1.4.tgz |
| Old sources: | rSAFE archive |
Linking:
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