mlr_tuning_spaces

A simple mlr3misc::Dictionary storing objects of class TuningSpace.
Each tuning space has an associated help page, see <code>mlr_tuning_spaces_[id]</code>.

datasets

Collection of search spaces for hyperparameter optimization in the
'mlr3' ecosystem. It features ready-to-use search spaces for many popular
machine learning algorithms. The search spaces are from scientific articles
and work for a wide range of data sets.

Marc Becker

mlr3tuningspaces

Search Spaces for 'mlr3'

Michel Lang

mlr_tuning_spaces function

<a href="https://r6.r-lib.org/reference/R6Class.html">R6::R6Class</a> object inheriting from mlr3misc::Dictionary.

Format

See mlr3misc::Dictionary.

Methods

<ul>
<li><code>as.data.table(dict, ..., objects = FALSE)</code> 
mlr3misc::Dictionary -&gt; <code><a href="/link/data.table%3A%3Adata.table()?package=mlr3tuningspaces&version=0.5.2" data-mini-rdoc="mlr3tuningspaces::data.table::data.table()">data.table::data.table()</a></code> 
Returns a <code><a href="/link/data.table%3A%3Adata.table()?package=mlr3tuningspaces&version=0.5.2" data-mini-rdoc="mlr3tuningspaces::data.table::data.table()">data.table::data.table()</a></code> with fields "key", "label", "learner", and "n_values" as columns.
If <code>objects</code> is set to <code>TRUE</code>, the constructed objects are returned in the list column named <code>object</code>.</li>
</ul>

S3 methods

Dictionary of Tuning Spaces — mlr_tuning_spaces

<a href='https://r6.r-lib.org/reference/R6Class.html'>R6::R6Class</a> object inheriting from mlr3misc::Dictionary.

<ul>
<li><code>as.data.table(dict, ..., objects = FALSE)</code> 
mlr3misc::Dictionary -&gt; <code><a href='https://rdrr.io/pkg/data.table/man/data.table.html'>data.table::data.table()</a></code> 
Returns a <code><a href='https://rdrr.io/pkg/data.table/man/data.table.html'>data.table::data.table()</a></code> with fields "key", "label", "learner", and "n_values" as columns.
If <code>objects</code> is set to <code>TRUE</code>, the constructed objects are returned in the list column named <code>object</code>.</li>
</ul>

mlr_tuning_spaces: Dictionary of Tuning Spaces

Description

Arguments

Format

Methods

S3 methods

Examples