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DESCRIPTION
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DESCRIPTION
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Package: rSAFE
Title: Surrogate-Assisted Feature Extraction
Version: 0.1.4
Authors@R:
c(person("Alicja", "Gosiewska", role = c("aut", "cre"), email = "alicjagosiewska@gmail.com"),
person("Anna", "Gierlak", role = c("aut"), email = "anna.gierlak@op.pl"),
person("Przemyslaw", "Biecek", role = c("aut", "ths")),
person("Michal", "Burdukiewicz", role = c("ctb"), comment = c(ORCID = "0000-0001-8926-582X")))
Description: 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>.
Depends: R (>= 3.5.0)
License: GPL-3
Encoding: UTF-8
LazyData: true
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.2.1
Imports:
DALEX,
dendextend,
ggplot2,
ggpubr,
grDevices,
ingredients,
sets,
stats
Suggests:
gbm,
knitr,
pander,
randomForest,
rmarkdown,
spelling,
testthat,
vdiffr
VignetteBuilder: knitr
URL: https://github.com/ModelOriented/rSAFE
BugReports: https://github.com/ModelOriented/rSAFE/issues
Language: en-US