mltk::featselect::AOS< T > Class Template Reference

Inheritance diagram for mltk::featselect::AOS< T >:

Collaboration diagram for mltk::featselect::AOS< T >:

Classes
class	Hash
class	Heap
struct	select_gamma
struct	select_weight

Public Member Functions
void	setBreadth (int breadth)
void	setCut (int cut)
void	setSortingShape (int sortingShape)
void	setChoiceShape (int choiceShape)
void	setLookAheadDepth (int lookAheadDepth)
void	setMultTempo (double multTempo)
	AOS (const Data< T > &samples, classifier::Classifier< T > *classifier, int final_dim, typename validation::CrossValidation *cv=nullptr, int breadth=3, int sorting_shape=1, int choice_shape=1, int look_ahead_depth=0, int cut=0, int skip=1, double bonus=0, int startover=999999, double g_margin=0, bool doleave_oo=0, int verbose=0)
Data< T >	selectFeatures () override
	Function that executes the feature selection phase. More...
void	mainLoop (Data< T > &sample)
double	lookAhead (Data< T > &sample, std::vector< int > fnames_orig, std::vector< double > w_orig, int level_orig)
void	setQ (int q)
Public Member Functions inherited from mltk::featselect::FeatureSelection< double >
void	setSamples (const std::shared_ptr< Data< double > > &samples)
	setSamples Set the samples used for the FeatureSelection. More...
void	setSamples (const Data< double > &samples)
void	setClassifier (classifier::Classifier< double > *classifier)
	setClassifier Set the classifier used for the FeatureSelection. More...
void	setFinalDimension (int final_dim)
	setFinalDimension Set the classifier used for the FeatureSelection. More...
void	setDepth (int depth)
	setDepth Set the depth of the search. More...
void	setJump (int jump)
	setJump Set the jump value. More...
void	setSkip (int skip)
	setSkip Set the skip value. More...
void	setVerbose (int verbose)
	setVerbose Set the verbose level. More...
void	setCrossValidation (validation::CrossValidation *cv)
	setCrossValidation Set the cross validation structure. More...

Additional Inherited Members
Protected Attributes inherited from mltk::featselect::FeatureSelection< double >
std::shared_ptr< Data< double > >	samples
	Attributes. More...
classifier::Classifier< double > *	classifier
	Classifier used by the method. More...
validation::CrossValidation *	cv
	Structure to hold the cross-validation result. More...
Solution	solution
	Solution of the feature selection. More...
Timer	timer
	Timer for time measuring. More...
const int	MAX_DEPTH
	Max depth of search constant. More...
const int	MAX_BREATH
	Max breadth of search constant. More...
const double	NUM_ERROR_EPS
	Error tolerance constant. More...
int	depth
	Depth of search. More...
int	final_dim
	Final dimension. More...
int	jump
	Jump size. More...
int	skip
	Number of levels to be skipped. More...
bool	leave_one_out
	Leave one out. More...
int	verbose
	Verbose level. More...

Member Function Documentation

selectFeatures()

template<typename T >

Data< T > mltk::featselect::AOS< T >::selectFeatures

overridevirtual

Function that executes the feature selection phase.

Returns

void std::shared_ptr<Data< T > >

Implements mltk::featselect::FeatureSelection< double >.

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The documentation for this class was generated from the following file:

• AOS.hpp