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Tuning Instances

TuningInstanceMultiCrit
Class for Multi Criteria Tuning
TuningInstanceSingleCrit
Class for Single Criterion Tuning

Tuners

AutoTuner
Class for Automatic Tuning
Tuner
Class for Tuning Algorithms
TunerFromOptimizer
TunerFromOptimizer
mlr_tuners
Dictionary of Tuners
mlr_tuners_cmaes TunerCmaes
Hyperparameter Tuning with Covariance Matrix Adaptation Evolution Strategy
mlr_tuners_design_points TunerDesignPoints
Hyperparameter Tuning with Design Points
mlr_tuners_gensa TunerGenSA
Hyperparameter Tuning with Generalized Simulated Annealing
mlr_tuners_grid_search TunerGridSearch
Hyperparameter Tuning with Grid Search
mlr_tuners_irace TunerIrace
Hyperparameter Tuning with Iterated Racing.
mlr_tuners_nloptr TunerNLoptr
Hyperparameter Tuning with Non-linear Optimization
mlr_tuners_random_search TunerRandomSearch
Hyperparameter Tuning with Random Search
tnr() tnrs()
Syntactic Sugar for Object Construction

Terminators

reexports mlr_terminators trm trms
Objects exported from other packages

Archive

ArchiveTuning
Class for Logging Evaluated Hyperparameter Configurations

Functions and Syntactic Sugar

auto_tuner()
Function for Automatic Tuning
tune()
Function for Tuning a Learner
tune_nested()
Function for Nested Resampling
ti()
Syntactic Sugar for Object Construction
extract_inner_tuning_archives()
Extract Inner Tuning Archives
extract_inner_tuning_results()
Extract Inner Tuning Results
as_search_space()
Convert to a Search Space

Misc

ObjectiveTuning
Class for Tuning Objective
mlr3tuning mlr3tuning-package
mlr3tuning: Tuning for 'mlr3'