permimp-package

tools:::Rd_package_description("permimp")

 package

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>.

Dries Debeer

permimp

Conditional Permutation Importance

Torsten Hothorn

Carolin Strobl

permimp-package function

Maintainer: Dries Debeer <a href="/link/dries.debeer%40uzh.ch?package=permimp&version=1.1-0" data-mini-rdoc="permimp::dries.debeer@uzh.ch">dries.debeer@uzh.ch</a>
Authors:<ul>
<li>Carolin Strobl</li>
<li>Torsten Hothorn</li>
</ul>

Author

tools:::Rd_package_title("permimp") — permimp-package

Maintainer: Dries Debeer <a href='mailto:dries.debeer@uzh.ch'>dries.debeer@uzh.ch</a>
Authors:<ul>
<li>Carolin Strobl</li>
<li>Torsten Hothorn</li>
</ul>

permimp-package: tools:::Rd_package_title("permimp")

Description

Arguments

Author

Details