Function reference

All functions

GroupStructure

Group Structure

InteractionDetector

Interaction Detector

MonotonicityDetector

Monotonicity Detector

PipeOpSortFeatures

Sort Features Alphabetically

Probs

Probs

mlr_measures_selected_features_proxy MeasureSelectedFeaturesProxy

Selected Features Proxy

mlr_measures_selected_interactions_proxy MeasureSelectedInteractionsProxy

Selected Interactions Proxy

mlr_measures_selected_non_monotone_proxy MeasureSelectedNonMonotoneProxy

Selected Non Monotone Proxy

mlr_tuner_eagga TunerEAGGA

Multi-Objective Optimization of Performance and Interpretability by Jointly Optimizing Hyperparameters of a Learner and Group Structures of Features

reconstruct_eagga_model()

Reconstructs an EAGGA model from a Tuning Instance