TunerBatchFromOptimizerBatch: TunerBatchFromOptimizerBatch

TunerBatchFromOptimizerBatchR Documentation

TunerBatchFromOptimizerBatch

Description

Internally used to transform bbotk::Optimizer to Tuner.

Super classes

mlr3tuning::Tuner -> mlr3tuning::TunerBatch -> TunerBatchFromOptimizerBatch

Active bindings

param_set

(paradox::ParamSet)
Set of control parameters.

Methods

Public methods

Inherited methods

Method new()

Creates a new instance of this R6 class.

Usage
TunerBatchFromOptimizerBatch$new(optimizer, man = NA_character_)
Arguments
optimizer

bbotk::Optimizer
Optimizer that is called.

man

(character(1))
String in the format ⁠[pkg]::[topic]⁠ pointing to a manual page for this object. The referenced help package can be opened via method ⁠$help()⁠.


Method optimize()

Performs the tuning on a TuningInstanceBatchSingleCrit / TuningInstanceBatchMultiCrit until termination. The single evaluations and the final results will be written into the ArchiveBatchTuning that resides in the TuningInstanceBatchSingleCrit/TuningInstanceBatchMultiCrit. The final result is returned.

Usage
TunerBatchFromOptimizerBatch$optimize(inst)
Arguments
inst

(TuningInstanceBatchSingleCrit | TuningInstanceBatchMultiCrit).

Returns

data.table::data.table.


Method clone()

The objects of this class are cloneable with this method.

Usage
TunerBatchFromOptimizerBatch$clone(deep = FALSE)
Arguments
deep

Whether to make a deep clone.


mlr-org/mlr3tuning documentation built on April 14, 2025, 1 a.m.