mlr_terminators

A simple <a rd-options="mlr3misc:Dictionary" href="/link/mlr3misc%3A%3ADictionary?package=mlr3tuning&version=0.1.0&to=mlr3misc%3ADictionary" data-mini-rdoc="mlr3misc:Dictionary::mlr3misc::Dictionary">mlr3misc::Dictionary</a> storing objects of class <a rd-options="" href="/link/Terminator?package=mlr3tuning&version=0.1.0" data-mini-rdoc="mlr3tuning::Terminator">Terminator</a>.
Each terminator has an associated help page, see <code>mlr_terminators_[id]</code>.
This dictionary can get populated with additional terminators by add-on packages.
For a more convenient way to retrieve and construct terminator, see <code><a rd-options="=term" href="/link/term()?package=mlr3tuning&version=0.1.0&to=%3Dterm" data-mini-rdoc="=term::term()">term()</a></code>.

datasets

Implements methods for hyperparameter tuning with
'mlr3', e.g. Grid Search, Random Search, or Simulated Annealing.
Various termination criteria can be set and combined.  The class
'AutoTuner' provides a convenient way to perform nested resampling in
combination with 'mlr3'.

Michel Lang

mlr3tuning

Tuning for 'mlr3'

Jakob Richter

Bernd Bischl

Daniel Schalk

mlr_terminators function

<a rd-options="R6:R6Class" href="/link/R6%3A%3AR6Class?package=mlr3tuning&version=0.1.0&to=R6%3AR6Class" data-mini-rdoc="R6:R6Class::R6::R6Class">R6::R6Class</a> object inheriting from <a rd-options="mlr3misc:Dictionary" href="/link/mlr3misc%3A%3ADictionary?package=mlr3tuning&version=0.1.0&to=mlr3misc%3ADictionary" data-mini-rdoc="mlr3misc:Dictionary::mlr3misc::Dictionary">mlr3misc::Dictionary</a>.

Format

See <a rd-options="mlr3misc:Dictionary" href="/link/mlr3misc%3A%3ADictionary?package=mlr3tuning&version=0.1.0&to=mlr3misc%3ADictionary" data-mini-rdoc="mlr3misc:Dictionary::mlr3misc::Dictionary">mlr3misc::Dictionary</a>.

Methods

A simple <a rd-options='mlr3misc:Dictionary' href='mlr3misc::Dictionary'>mlr3misc::Dictionary</a> storing objects of class <a rd-options='' href='Terminator'>Terminator</a>.
Each terminator has an associated help page, see <code>mlr_terminators_[id]</code>.
This dictionary can get populated with additional terminators by add-on packages.
For a more convenient way to retrieve and construct terminator, see <code><a rd-options='=term' href='term()'>term()</a></code>.

Dictionary of Terminators — mlr_terminators

<a rd-options='R6:R6Class' href='R6::R6Class'>R6::R6Class</a> object inheriting from <a rd-options='mlr3misc:Dictionary' href='mlr3misc::Dictionary'>mlr3misc::Dictionary</a>.

mlr_terminators: Dictionary of Terminators

Description

Arguments

Format

Methods

See Also

Examples