CRAN/E | rSAFE

rSAFE

Surrogate-Assisted Feature Extraction

Installation

About

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.

Citation rSAFE citation info
github.com/ModelOriented/rSAFE
Bug report File report

Key Metrics

Version 0.1.4
R ≥ 3.5.0
Published 2022-08-13 621 days ago
Needs compilation? no
License GPL-3
CRAN checks rSAFE results
Language en-US

Downloads

Yesterday 16 +14%
Last 7 days 59 -19%
Last 30 days 247 +22%
Last 90 days 627 -24%
Last 365 days 2.742 -10%

Maintainer

Maintainer

Alicja Gosiewska

alicjagosiewska@gmail.com

Authors

Alicja Gosiewska

aut / cre

Anna Gierlak

aut

Przemyslaw Biecek

aut / ths

Michal Burdukiewicz

ctb

Material

NEWS
Reference manual
Package source

Vignettes

Regression example - apartments data
Classification example - HR data

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

rSAFE archive

Depends

R ≥ 3.5.0

Imports

DALEX
dendextend
ggplot2
ggpubr
grDevices
ingredients
sets
stats

Suggests

gbm
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