as_tuner

as_tuner.Tuner

as_tuners

as_tuners.default

as_tuners.list

Convert object to a Tuner or a list of Tuner.

Hyperparameter optimization package of the 'mlr3' ecosystem.
It features highly configurable search spaces via the 'paradox'
package and finds optimal hyperparameter configurations for any 'mlr3'
learner.  'mlr3tuning' works with several optimization algorithms e.g.
Random Search, Iterated Racing, Bayesian Optimization (in 'mlr3mbo')
and Hyperband (in 'mlr3hyperband'). Moreover, it can automatically
optimize learners and estimate the performance of optimized models
with nested resampling.

Marc Becker

mlr3tuning

Hyperparameter Optimization for 'mlr3'

Michel Lang

Jakob Richter

Bernd Bischl

Daniel Schalk

as_tuner function

<dl><dt>x</dt>
<dd>(any) 
Object to convert.</dd>
<dt>...</dt>
<dd>(any) 
Additional arguments.</dd>
<dt>clone</dt>
<dd>(<code>logical(1)</code>) 
Whether to clone the object.</dd></dl>

Arguments

Convert to a Tuner — as_tuner

<dl>

<dt>x</dt>
<dd>(any) 
Object to convert.</dd>


<dt>...</dt>
<dd>(any) 
Additional arguments.</dd>


<dt>clone</dt>
<dd>(<code>logical(1)</code>) 
Whether to clone the object.</dd>

</dl>

Convert to a Tuner

as_tuner: Convert to a Tuner

Description

Usage

Arguments