Package: permimp
Type: Package
Title: Conditional Permutation Importance
Version: 1.1.0.9000
Date: 2025-03-26
Authors@R: c(person(given = "Dries", family = "Debeer", role = c("aut", "cre"), email = "debeer.dries@gmail.com"),
			 person(given = "Torsten", family = "Hothorn", role = "aut"),
			 person(given = "Carolin", family = "Strobl", role = "aut"))
Author: Dries Debeer [aut, cre], Torsten Hothorn [aut], Carolin Strobl
        [aut]
Maintainer: Dries Debeer <debeer.dries@gmail.com>
Description: An add-on to the 'party' package, with a faster
        implementation of the partial-conditional permutation
        importance for random forests. The standard permutation
        importance is implemented exactly the same as in the 'party'
        package. The conditional permutation importance can be computed
        faster, with an option to be backward compatible to the 'party'
        implementation. The package is compatible with random forests
        fit using the 'party' and the 'randomForest' package. The
        methods are described in Strobl et al. (2007)
        <doi:10.1186/1471-2105-8-25> and Debeer and Strobl (2020)
        <doi:10.1186/s12859-020-03622-2>.
Depends: R (>= 3.6.0)
Imports: graphics, grDevices, ipred (>= 0.9-6), methods, party (>=
        1.3-3), pbapply, randomForest (>= 4.6-14), stats, survival (>=
        2.44-1.1), utils
Suggests: knitr, rmarkdown, scales (>= 0.5.0), testthat
License: GPL-2 | GPL-3
VignetteBuilder: knitr
URL: https://ddebeer.github.io/permimp/
Repository: https://ddebeer.r-universe.dev
Date/Publication: 2025-03-28 11:35:29 UTC
RemoteUrl: https://github.com/ddebeer/permimp
RemoteRef: HEAD
RemoteSha: aef705a7fabcd857617906dbb99414e78644a346
NeedsCompilation: no
Packaged: 2026-09-21 08:03:21 UTC; root