#include <itkIterativeSupervisedTrainingFunction.h>

Inheritance diagram for itk::Statistics::IterativeSupervisedTrainingFunction< TSample, TTargetVector, ScalarType >:

Collaboration diagram for itk::Statistics::IterativeSupervisedTrainingFunction< TSample, TTargetVector, ScalarType >:

Detailed Description

template<class TSample, class TTargetVector, class ScalarType>
class itk::Statistics::IterativeSupervisedTrainingFunction< TSample, TTargetVector, ScalarType >

This is the itkIterativeSupervisedTrainingFunction class.

Definition at line 34 of file itkIterativeSupervisedTrainingFunction.h.

Public Types
typedef SmartPointer< const Self >	ConstPointer

typedef Superclass::InternalVectorType	InternalVectorType

typedef Superclass::NetworkType	NetworkType

typedef SmartPointer< Self >	Pointer

typedef IterativeSupervisedTrainingFunction	Self

typedef TrainingFunctionBase < TSample, TTargetVector, ScalarType >	Superclass

Public Types inherited from itk::Statistics::TrainingFunctionBase< TSample, TTargetVector, ScalarType >
typedef SmartPointer< const Self >	ConstPointer

typedef SquaredDifferenceErrorFunction < InternalVectorType, ScalarType >	DefaultPerformanceType

typedef std::vector< VectorType >	InputSampleVectorType

typedef Array< ValueType >	InternalVectorType

typedef NeuralNetworkObject < VectorType, OutputVectorType >	NetworkType

typedef std::vector < OutputVectorType >	OutputSampleVectorType

typedef TTargetVector::MeasurementVectorType	OutputVectorType

typedef ErrorFunctionBase < InternalVectorType, ScalarType >	PerformanceFunctionType

typedef SmartPointer< Self >	Pointer

typedef TrainingFunctionBase	Self

typedef LightProcessObject	Superclass

typedef ScalarType	ValueType

typedef TSample::MeasurementVectorType	VectorType

Public Types inherited from itk::LightProcessObject
typedef SmartPointer< const Self >	ConstPointer

typedef SmartPointer< Self >	Pointer

typedef LightProcessObject	Self

typedef Object	Superclass

Public Types inherited from itk::Object
typedef SmartPointer< const Self >	ConstPointer

typedef SmartPointer< Self >	Pointer

typedef Object	Self

typedef LightObject	Superclass

Public Types inherited from itk::LightObject
typedef SmartPointer< const Self >	ConstPointer

typedef SmartPointer< Self >	Pointer

typedef LightObject	Self

Public Member Functions
virtual ::itk::LightObject::Pointer	CreateAnother (void) const

virtual const char *	GetNameOfClass () const

void	SetNumOfIterations (SizeValueType i)

virtual void	SetThreshold (ScalarType _arg)

virtual void	Train (NetworkType net, TSample samples, TTargetVector *targets)

Public Member Functions inherited from itk::Statistics::TrainingFunctionBase< TSample, TTargetVector, ScalarType >
virtual ::itk::LightObject::Pointer	CreateAnother (void) const

VectorType	defaultconverter (typename TSample::MeasurementVectorType v)

virtual const SizeValueType &	GetIterations ()

ValueType	GetLearningRate ()

virtual void	SetIterations (SizeValueType _arg)

void	SetLearningRate (ValueType)

void	SetPerformanceFunction (PerformanceFunctionType *f)

void	SetTargetValues (TTargetVector *targets)

void	SetTrainingSamples (TSample *samples)

OutputVectorType	targetconverter (typename TTargetVector::MeasurementVectorType v)

virtual void	Train (NetworkType , TSample , TTargetVector *)

Public Member Functions inherited from itk::LightProcessObject
virtual void	AbortGenerateDataOff ()

virtual void	AbortGenerateDataOn ()

virtual const bool &	GetAbortGenerateData ()

virtual void	SetAbortGenerateData (bool _arg)

virtual void	UpdateOutputData ()

void	UpdateProgress (float amount)

virtual void	SetProgress (float _arg)

virtual const float &	GetProgress ()

Public Member Functions inherited from itk::Object
unsigned long	AddObserver (const EventObject &event, Command *)

unsigned long	AddObserver (const EventObject &event, Command *) const

virtual void	DebugOff () const

virtual void	DebugOn () const

Command *	GetCommand (unsigned long tag)

bool	GetDebug () const

MetaDataDictionary &	GetMetaDataDictionary (void)

const MetaDataDictionary &	GetMetaDataDictionary (void) const

virtual ModifiedTimeType	GetMTime () const

virtual const TimeStamp &	GetTimeStamp () const

bool	HasObserver (const EventObject &event) const

void	InvokeEvent (const EventObject &)

void	InvokeEvent (const EventObject &) const

virtual void	Modified () const

virtual void	Register () const

void	RemoveAllObservers ()

void	RemoveObserver (unsigned long tag)

void	SetDebug (bool debugFlag) const

void	SetMetaDataDictionary (const MetaDataDictionary &rhs)

virtual void	SetReferenceCount (int)

virtual void	UnRegister () const

Public Member Functions inherited from itk::LightObject
virtual void	Delete ()

virtual int	GetReferenceCount () const

	itkCloneMacro (Self)

void	Print (std::ostream &os, Indent indent=0) const

Static Public Member Functions
static Pointer	New ()

Static Public Member Functions inherited from itk::Statistics::TrainingFunctionBase< TSample, TTargetVector, ScalarType >
static Pointer	New ()

Static Public Member Functions inherited from itk::LightProcessObject
static Pointer	New ()

Static Public Member Functions inherited from itk::Object
static bool	GetGlobalWarningDisplay ()

static void	GlobalWarningDisplayOff ()

static void	GlobalWarningDisplayOn ()

static Pointer	New ()

static void	SetGlobalWarningDisplay (bool flag)

Static Public Member Functions inherited from itk::LightObject
static void	BreakOnError ()

static Pointer	New ()

Protected Member Functions
	IterativeSupervisedTrainingFunction ()

virtual void	PrintSelf (std::ostream &os, Indent indent) const

virtual	~IterativeSupervisedTrainingFunction ()

Protected Member Functions inherited from itk::Statistics::TrainingFunctionBase< TSample, TTargetVector, ScalarType >
	TrainingFunctionBase ()

	~TrainingFunctionBase ()

Protected Member Functions inherited from itk::LightProcessObject
virtual void	GenerateData ()

	LightProcessObject ()

	~LightProcessObject ()

Protected Member Functions inherited from itk::Object
	Object ()

bool	PrintObservers (std::ostream &os, Indent indent) const

virtual void	SetTimeStamp (const TimeStamp &time)

virtual	~Object ()

Protected Member Functions inherited from itk::LightObject
virtual LightObject::Pointer	InternalClone () const

	LightObject ()

virtual void	PrintHeader (std::ostream &os, Indent indent) const

virtual void	PrintTrailer (std::ostream &os, Indent indent) const

virtual	~LightObject ()

Protected Attributes
bool	m_Stop

ScalarType	m_Threshold

Protected Attributes inherited from itk::Statistics::TrainingFunctionBase< TSample, TTargetVector, ScalarType >
InputSampleVectorType	m_InputSamples

SizeValueType	m_Iterations

ValueType	m_LearningRate

PerformanceFunctionType::Pointer	m_PerformanceFunction

TTargetVector *	m_SampleTargets

OutputSampleVectorType	m_Targets

TSample *	m_TrainingSamples

Additional Inherited Members
Protected Types inherited from itk::LightObject
typedef int	InternalReferenceCountType