flts

These functions complements mlr_filters with a function in the spirit of mlr3::mlr_sugar.

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

mlr3filters

Filter Based Feature Selection for 'mlr3'

Patrick Schratz

Bernd Bischl

Martin Binder

flt function

<dl><dt>.key</dt>
<dd>(<code>character(1)</code>) 
Key passed to the respective dictionary to retrieve the object.</dd>
<dt>...</dt>
<dd>(named <code><a href="/link/list()?package=mlr3filters&version=0.7.1" data-mini-rdoc="mlr3filters::list()">list()</a></code>) 
Named arguments passed to the constructor, to be set as parameters in the paradox::ParamSet, or to be set as public field.
See <code>mlr3misc::dictionary_sugar_get()</code> for more details.</dd>
<dt>.keys</dt>
<dd>(<code><a href="/link/character()?package=mlr3filters&version=0.7.1" data-mini-rdoc="mlr3filters::character()">character()</a></code>) 
Keys passed to the respective dictionary to retrieve multiple objects.</dd></dl>

Arguments

Syntactic Sugar for Filter Construction — flt

<dl>

<dt>.key</dt>
<dd>(<code>character(1)</code>) 
Key passed to the respective dictionary to retrieve the object.</dd>


<dt>...</dt>
<dd>(named <code><a href='https://rdrr.io/r/base/list.html'>list()</a></code>) 
Named arguments passed to the constructor, to be set as parameters in the paradox::ParamSet, or to be set as public field.
See <code>mlr3misc::dictionary_sugar_get()</code> for more details.</dd>


<dt>.keys</dt>
<dd>(<code><a href='https://rdrr.io/r/base/character.html'>character()</a></code>) 
Keys passed to the respective dictionary to retrieve multiple objects.</dd>

</dl>

flt: Syntactic Sugar for Filter Construction

Description

Usage

Value

Arguments

Examples