FeatureSelection.h File Reference

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Classes
class	CFeatureSelection< ST >
	Template class CFeatureSelection, base class for all feature selection preprocessors which select a subset of features (dimensions in the feature matrix) to achieve a specified number of dimensions, m_target_dim from a given set of features. This class showcases all feature selection algorithms via a generic interface. Supported algorithms are specified by the enum EFeatureSelectionAlgorithm which can be set via set_algorithm() call. Supported wrapper algorithms are. More...

Enumerations
enum	EFeatureSelectionAlgorithm { BACKWARD_ELIMINATION, FORWARD_SELECTION }
enum	EFeatureRemovalPolicy { N_SMALLEST, PERCENTILE_SMALLEST, N_LARGEST, PERCENTILE_LARGEST }