File global_pruning.hpp

class IGlobalPruningConfig : public IStoppingCriterionConfig

#include <global_pruning.hpp>

Defines an interface for all classes that allow to configure a stopping criterion that allows to decide how many rules should be included in a model, such that its performance is optimized globally.

Subclassed by PostPruningConfig, PrePruningConfig

Public Functions

inline virtual ~IGlobalPruningConfig() override

virtual bool shouldUseHoldoutSet() const = 0

Returns whether a holdout set should be used, if available, or not.

Returns:

True, if a holdout set should be used, false otherwise

virtual bool shouldRemoveUnusedRules() const = 0

Returns whether unused rules should be removed from the final model or not.

Returns:

True, if unused rules should be removed, false otherwise