mlr3filters

mlr3filters-package

<img src="figures/logo.png?package=mlr3filters&version=0.7.1" style="float: right" alt="logo" width="120">
Extends 'mlr3' with filter methods for feature selection. Besides standalone filter methods built-in methods of any machine-learning algorithm are supported. Partial scoring of multivariate filter methods is supported.

Extends 'mlr3' with filter methods for feature selection.
Besides standalone filter methods built-in methods of any
machine-learning algorithm are supported.  Partial scoring of
multivariate filter methods is supported.

Michel Lang

Filter Based Feature Selection for 'mlr3'

Patrick Schratz

Bernd Bischl

Martin Binder

mlr3filters-package function

Maintainer: Michel Lang <a href="/link/michellang%40gmail.com?package=mlr3filters&version=0.7.1" data-mini-rdoc="mlr3filters::michellang@gmail.com">michellang@gmail.com</a> (<a href="https://orcid.org/0000-0001-9754-0393">ORCID</a>)
Authors:<ul>
<li>Patrick Schratz <a href="/link/patrick.schratz%40gmail.com?package=mlr3filters&version=0.7.1" data-mini-rdoc="mlr3filters::patrick.schratz@gmail.com">patrick.schratz@gmail.com</a> (<a href="https://orcid.org/0000-0003-0748-6624">ORCID</a>)</li>
<li>Bernd Bischl <a href="/link/bernd_bischl%40gmx.net?package=mlr3filters&version=0.7.1" data-mini-rdoc="mlr3filters::bernd_bischl@gmx.net">bernd_bischl@gmx.net</a> (<a href="https://orcid.org/0000-0001-6002-6980">ORCID</a>)</li>
<li>Martin Binder <a href="/link/mlr.developer%40mb706.com?package=mlr3filters&version=0.7.1" data-mini-rdoc="mlr3filters::mlr.developer@mb706.com">mlr.developer@mb706.com</a></li>
</ul>

Author

<img src='figures/logo.png' style='float: right' alt='logo' width='120' />
Extends 'mlr3' with filter methods for feature selection. Besides standalone filter methods built-in methods of any machine-learning algorithm are supported. Partial scoring of multivariate filter methods is supported.

mlr3filters: Filter Based Feature Selection for 'mlr3' — mlr3filters-package

Maintainer: Michel Lang <a href='mailto:michellang@gmail.com'>michellang@gmail.com</a> (<a href='https://orcid.org/0000-0001-9754-0393'>ORCID</a>)
Authors:<ul>
<li>Patrick Schratz <a href='mailto:patrick.schratz@gmail.com'>patrick.schratz@gmail.com</a> (<a href='https://orcid.org/0000-0003-0748-6624'>ORCID</a>)</li>
<li>Bernd Bischl <a href='mailto:bernd_bischl@gmx.net'>bernd_bischl@gmx.net</a> (<a href='https://orcid.org/0000-0001-6002-6980'>ORCID</a>)</li>
<li>Martin Binder <a href='mailto:mlr.developer@mb706.com'>mlr.developer@mb706.com</a></li>
</ul>

mlr3filters-package: mlr3filters: Filter Based Feature Selection for 'mlr3'

Description

Arguments

Author

See Also