Black Box Function

TuningInstance

TuningInstance Class

Tuners

Tuner

Tuner

mlr_tuners

Dictionary of Tuners

mlr_tuners_design_points

TunerDesignPoints

mlr_tuners_gensa

TunerGenSA

mlr_tuners_grid_search

TunerGridSearch

mlr_tuners_random_search

TunerRandomSearch

Terminators

Terminator

Abstract Terminator Class

mlr_terminators

Dictionary of Terminators

mlr_terminators_clock_time

Terminator that stops according to the clock time

mlr_terminators_combo

Combine Terminators

mlr_terminators_evals

Terminator that stops after a number of evaluations

mlr_terminators_model_time

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

mlr_terminators_none

Terminator that never stops.

mlr_terminators_perf_reached

Terminator that stops when a performance level has been reached

mlr_terminators_stagnation

Terminator that stops when tuning does not improve

Auto-tuned Learner

AutoTuner

AutoTuner

Sugar

tnr() tnrs() term() terms()

Syntactic Sugar for Tuner and Terminator Construction

General

mlr3tuning-package

mlr3tuning: Tuning for 'mlr3'