
Function reference
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TuningInstanceSingleCrit
- Class for Single Criterion Tuning
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TuningInstanceMultiCrit
- Class for Multi Criteria Tuning
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ti()
- Syntactic Sugar for Tuning Instance Construction
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ObjectiveTuning
- Class for Tuning Objective
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ArchiveTuning
- Class for Logging Evaluated Hyperparameter Configurations
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tune()
- Function for Tuning a Learner
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Tuner
- Class for Tuning Algorithms
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TunerFromOptimizer
- TunerFromOptimizer
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mlr_tuners
- Dictionary of Tuners
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mlr_tuners_cmaes
TunerCmaes
- Hyperparameter Tuning with Covariance Matrix Adaptation Evolution Strategy
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mlr_tuners_design_points
TunerDesignPoints
- Hyperparameter Tuning with Design Points
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mlr_tuners_gensa
TunerGenSA
- Hyperparameter Tuning with Generalized Simulated Annealing
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mlr_tuners_grid_search
TunerGridSearch
- Hyperparameter Tuning with Grid Search
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mlr_tuners_irace
TunerIrace
- Hyperparameter Tuning with Iterated Racing.
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mlr_tuners_nloptr
TunerNLoptr
- Hyperparameter Tuning with Non-linear Optimization
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mlr_tuners_random_search
TunerRandomSearch
- Hyperparameter Tuning with Random Search
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AutoTuner
- Class for Automatic Tuning
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auto_tuner()
- Function for Automatic Tuning
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reexports
mlr_terminators
trm
trms
mlr_callbacks
clbk
clbks
- Objects exported from other packages
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tune_nested()
- Function for Nested Resampling
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extract_inner_tuning_archives()
- Extract Inner Tuning Archives
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extract_inner_tuning_results()
- Extract Inner Tuning Results
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CallbackTuning
- Create Tuning Callback
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ContextEval
- Evaluation Context
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callback_tuning()
- Create Tuning Callback
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mlr3tuning.backup
- Backup Benchmark Result Callback
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mlr3tuning.early_stopping
- Early Stopping Callback
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mlr3tuning.measures
- Measure Callback
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as_search_space()
- Convert to a Search Space
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mlr3tuning
mlr3tuning-package
- mlr3tuning: Hyperparameter Optimization for 'mlr3'