A Decision Tree builder. More...

Public Types
typedef DataSet< Aggregator >	DataSetType

typedef DataSetHandle< Aggregator >	DataSetHandleType

Public Types inherited from DataSetHandle< Aggregator >
typedef DataSetHandle< Aggregator >	ViewType
	a soft copy of the set

typedef DataSet< Aggregator >	StoreType
	an hard copy of the set

Public Member Functions
void	SetTrainingSet (const DataSetHandleType &src)
	import a training set

template<class FeatureExtractor , class FeatureGenerator >
bool	BuildDecisionTree (DecisionTree< FeatureExtractor > &root, FeatureGenerator &f) const
	Build a tree.

template<class FeatureType >
void	Test (const DecisionTree< FeatureType > &root)
	Test tree performance on the training set.

Public Member Functions inherited from DataSetHandle< Aggregator >
template<class SrcAggregator >
	DataSetHandle (const DataSetHandle< SrcAggregator > &src)

void	Clear ()
	Reset (but not release memory)

unsigned int	Size () const
	Return number of allocated samples (complete size of DataSet)

void	SetParams (const ParamType &src)

const ParamType &	GetParams () const

void	Insert (const PatternType &p)
	add a new pattern to the list

void	Release ()
	Force, manually, to release memory in data.

template<class SrcAggregator >
void	operator= (const DataSetHandle< SrcAggregator > &src)

void	Import (const DataType &data, int category)

Public Attributes
int	depth
	max depth

Public Attributes inherited from DataSetHandle< Aggregator >
DECLARE_AGGREGATOR typedef std::vector< PatternType >	ListType

unsigned int	n_patternP

unsigned int	n_patternN

ListType	templates
	a collection of Pattern used in this dataset

Detailed Description

A Decision Tree builder.

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

Public Types