TunerFromOptimizer: TunerFromOptimizer

In mlr3tuning: Hyperparameter Optimization for 'mlr3'

TunerFromOptimizer

Description

Internally used to transform bbotk::Optimizer to Tuner.

Super class

mlr3tuning::Tuner -> TunerFromOptimizer

Methods

Public methods

• TunerFromOptimizer$new()

• TunerFromOptimizer$optimize()

• TunerFromOptimizer$clone()

Inherited methods

• mlr3tuning::Tuner$format()
• mlr3tuning::Tuner$help()
• mlr3tuning::Tuner$print()

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Method new()

Creates a new instance of this R6 class.

Usage

TunerFromOptimizer$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()⁠.

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Method optimize()

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

Usage

TunerFromOptimizer$optimize(inst)

Arguments

inst

(TuningInstanceSingleCrit | TuningInstanceMultiCrit).

Returns

data.table::data.table.

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Method clone()

The objects of this class are cloneable with this method.

Usage

TunerFromOptimizer$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

mlr3tuning documentation built on Nov. 21, 2023, 1:06 a.m.