Black Box Function

TuningInstance

TuningInstance Class

Tuners

mlr_tuners

Dictionary of Tuners

Tuner

Tuner

TunerDesignPoints

TunerDesignPoints

TunerGenSA

TunerGenSA

TunerGridSearch

TunerGridSearch

TunerRandomSearch

TunerRandomSearch

Terminators

mlr_terminators

Dictionary of Terminators

Terminator

Abstract Terminator Class

TerminatorClockTime

Terminator that stops according to the clock time

TerminatorCombo

Combine Terminators

TerminatorEvals

Terminator that stops after a number of evaluations

TerminatorModelTime

Terminator that stops after a budget of model evaluation time is depleted

TerminatorNone

Terminator that never stops.

TerminatorPerfReached

Terminator that stops when a performance level has been reached

TerminatorStagnation

Terminator that stops when tuning does not improve

Auto-tuned Learner

AutoTuner

AutoTuner

Sugar

tnr() term()

Syntactic Sugar for Tuner and Terminator Construction

General

mlr3tuning-package

mlr3tuning: Tuning for 'mlr3'