#include <itkSampleClassifierFilter.h>

Detailed Description

template<typename TSample>
class itk::Statistics::SampleClassifierFilter< TSample >

Sample classification class.

This filter takes as input a Sample and produces as output a classification in the form of a MembershipSample object.

Examples: Examples/Statistics/BayesianPluginClassifier.cxx, Examples/Statistics/KdTreeBasedKMeansClustering.cxx, SphinxExamples/src/Numerics/Statistics/DistributionOfPixelsUsingGMM/Code.cxx, and SphinxExamples/src/Segmentation/Classifiers/KMeansClusterOfPixelsInImage/Code.cxx.

Definition at line 45 of file itkSampleClassifierFilter.h.

Inheritance diagram for itk::Statistics::SampleClassifierFilter< TSample >:

Collaboration diagram for itk::Statistics::SampleClassifierFilter< TSample >:

Public Types
using	ClassLabelType = IdentifierType

using	ClassLabelVectorObjectPointer = ClassLabelVectorObjectType::Pointer

using	ClassLabelVectorObjectType = SimpleDataObjectDecorator< ClassLabelVectorType >

using	ClassLabelVectorType = std::vector< ClassLabelType >

using	ConstPointer = SmartPointer< const Self >

using	DecisionRulePointer = DecisionRuleType::ConstPointer

using	DecisionRuleType = DecisionRule

using	MeasurementType = typename SampleType::MeasurementType

using	MeasurementVectorType = typename SampleType::MeasurementVectorType

using	MembershipFunctionPointer = typename MembershipFunctionType::ConstPointer

using	MembershipFunctionsWeightsArrayObjectType = SimpleDataObjectDecorator< MembershipFunctionsWeightsArrayType >

using	MembershipFunctionsWeightsArrayPointer = typename MembershipFunctionsWeightsArrayObjectType::Pointer

using	MembershipFunctionsWeightsArrayType = Array< double >

using	MembershipFunctionType = MembershipFunctionBase< MeasurementVectorType >

using	MembershipFunctionVectorObjectPointer = typename MembershipFunctionVectorObjectType::Pointer

using	MembershipFunctionVectorObjectType = SimpleDataObjectDecorator< MembershipFunctionVectorType >

using	MembershipFunctionVectorType = std::vector< MembershipFunctionPointer >

using	MembershipSampleObjectPointer = typename MembershipSampleType::Pointer

using	MembershipSampleType = MembershipSample< SampleType >

using	Pointer = SmartPointer< Self >

using	SampleType = TSample

using	Self = SampleClassifierFilter

using	Superclass = ProcessObject

Public Types inherited from itk::ProcessObject
using	ConstPointer = SmartPointer< const Self >

using	DataObjectIdentifierType = DataObject::DataObjectIdentifierType

using	DataObjectPointer = DataObject::Pointer

using	DataObjectPointerArray = std::vector< DataObjectPointer >

using	DataObjectPointerArraySizeType = DataObjectPointerArray::size_type

using	MultiThreaderType = MultiThreaderBase

using	NameArray = std::vector< DataObjectIdentifierType >

using	Pointer = SmartPointer< Self >

using	Self = ProcessObject

using	Superclass = Object

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

using	Pointer = SmartPointer< Self >

using	Self = Object

using	Superclass = LightObject

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

using	Pointer = SmartPointer< Self >

using	Self = LightObject

Public Member Functions
const SampleType *	GetInput () const

const MembershipSampleType *	GetOutput () const

void	SetClassLabels (const ClassLabelVectorObjectType *classLabels)

void	SetInput (const SampleType *sample)

void	SetMembershipFunctions (const MembershipFunctionVectorObjectType *membershipFunctions)

void	SetMembershipFunctionsWeightsArray (const MembershipFunctionsWeightsArrayObjectType *weightsArray)


virtual void	SetNumberOfClasses (unsigned int _arg)

virtual unsigned int	GetNumberOfClasses () const


virtual void	SetDecisionRule (const DecisionRuleType *_arg)

virtual const DecisionRuleType *	GetDecisionRule () const

Public Member Functions inherited from itk::ProcessObject
virtual void	AbortGenerateDataOn ()

virtual void	EnlargeOutputRequestedRegion (DataObject *)

virtual const bool &	GetAbortGenerateData () const

DataObjectPointerArray	GetIndexedInputs ()

DataObjectPointerArray	GetIndexedOutputs ()

NameArray	GetInputNames () const

DataObjectPointerArray	GetInputs ()

MultiThreaderType *	GetMultiThreader () const

DataObjectPointerArraySizeType	GetNumberOfIndexedInputs () const

DataObjectPointerArraySizeType	GetNumberOfIndexedOutputs () const

DataObjectPointerArraySizeType	GetNumberOfInputs () const

DataObjectPointerArraySizeType	GetNumberOfOutputs () const

virtual DataObjectPointerArraySizeType	GetNumberOfValidRequiredInputs () const

NameArray	GetOutputNames () const

DataObjectPointerArray	GetOutputs ()

virtual float	GetProgress () const

NameArray	GetRequiredInputNames () const

bool	HasInput (const DataObjectIdentifierType &key) const

bool	HasOutput (const DataObjectIdentifierType &key) const

void	IncrementProgress (float increment)

virtual DataObjectPointer	MakeOutput (const DataObjectIdentifierType &)

virtual void	PrepareOutputs ()

virtual void	PropagateRequestedRegion (DataObject *output)

virtual void	ResetPipeline ()

virtual void	SetAbortGenerateData (bool _arg)

void	SetMultiThreader (MultiThreaderType *threader)

virtual void	Update ()

virtual void	UpdateLargestPossibleRegion ()

virtual void	UpdateOutputData (DataObject *output)

virtual void	UpdateOutputInformation ()

void	UpdateProgress (float progress)

virtual void	SetReleaseDataFlag (bool val)

virtual bool	GetReleaseDataFlag () const

void	ReleaseDataFlagOn ()

void	ReleaseDataFlagOff ()

virtual void	SetReleaseDataBeforeUpdateFlag (bool _arg)

virtual const bool &	GetReleaseDataBeforeUpdateFlag () const

virtual void	ReleaseDataBeforeUpdateFlagOn ()

virtual void	SetNumberOfWorkUnits (ThreadIdType _arg)

virtual const ThreadIdType &	GetNumberOfWorkUnits () const

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

unsigned long	AddObserver (const EventObject &event, std::function< void(const EventObject &)> function) const

LightObject::Pointer	CreateAnother () const override

virtual void	DebugOff () const

virtual void	DebugOn () const

Command *	GetCommand (unsigned long tag)

bool	GetDebug () const

MetaDataDictionary &	GetMetaDataDictionary ()

const MetaDataDictionary &	GetMetaDataDictionary () 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

void	Register () const override

void	RemoveAllObservers ()

void	RemoveObserver (unsigned long tag) const

void	SetDebug (bool debugFlag) const

void	SetReferenceCount (int) override

void	UnRegister () const noexcept override

void	SetMetaDataDictionary (const MetaDataDictionary &rhs)

void	SetMetaDataDictionary (MetaDataDictionary &&rrhs)

virtual void	SetObjectName (std::string _arg)

virtual const std::string &	GetObjectName () const

Public Member Functions inherited from itk::LightObject
Pointer	Clone () const

virtual void	Delete ()

virtual int	GetReferenceCount () const

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

Protected Member Functions
void	GenerateData () override

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

	SampleClassifierFilter ()

	~SampleClassifierFilter () override=default

Protected Member Functions inherited from itk::ProcessObject
virtual void	AddInput (DataObject *input)

void	AddOptionalInputName (const DataObjectIdentifierType &)

void	AddOptionalInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx)

virtual void	AddOutput (DataObject *output)

bool	AddRequiredInputName (const DataObjectIdentifierType &)

bool	AddRequiredInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx)

virtual void	CacheInputReleaseDataFlags ()

virtual void	GenerateInputRequestedRegion ()

virtual void	GenerateOutputInformation ()

virtual void	GenerateOutputRequestedRegion (DataObject *output)

DataObject *	GetInput (const DataObjectIdentifierType &key)

const DataObject *	GetInput (const DataObjectIdentifierType &key) const

virtual const DataObjectPointerArraySizeType &	GetNumberOfRequiredInputs () const

virtual const DataObjectPointerArraySizeType &	GetNumberOfRequiredOutputs () const

bool	IsIndexedInputName (const DataObjectIdentifierType &) const

bool	IsIndexedOutputName (const DataObjectIdentifierType &) const

bool	IsRequiredInputName (const DataObjectIdentifierType &) const

DataObjectPointerArraySizeType	MakeIndexFromInputName (const DataObjectIdentifierType &name) const

DataObjectPointerArraySizeType	MakeIndexFromOutputName (const DataObjectIdentifierType &name) const

DataObjectIdentifierType	MakeNameFromInputIndex (DataObjectPointerArraySizeType idx) const

DataObjectIdentifierType	MakeNameFromOutputIndex (DataObjectPointerArraySizeType idx) const

virtual void	PopBackInput ()

virtual void	PopFrontInput ()

	ProcessObject ()

virtual void	PropagateResetPipeline ()

virtual void	PushBackInput (const DataObject *input)

virtual void	PushFrontInput (const DataObject *input)

virtual void	ReleaseInputs ()

virtual void	RemoveInput (const DataObjectIdentifierType &key)

virtual void	RemoveInput (DataObjectPointerArraySizeType)

virtual void	RemoveOutput (const DataObjectIdentifierType &key)

virtual void	RemoveOutput (DataObjectPointerArraySizeType idx)

bool	RemoveRequiredInputName (const DataObjectIdentifierType &)

virtual void	RestoreInputReleaseDataFlags ()

virtual void	SetInput (const DataObjectIdentifierType &key, DataObject *input)

virtual void	SetNthInput (DataObjectPointerArraySizeType idx, DataObject *input)

virtual void	SetNthOutput (DataObjectPointerArraySizeType idx, DataObject *output)

void	SetNumberOfIndexedInputs (DataObjectPointerArraySizeType num)

void	SetNumberOfIndexedOutputs (DataObjectPointerArraySizeType num)

virtual void	SetNumberOfRequiredInputs (DataObjectPointerArraySizeType)

virtual void	SetNumberOfRequiredOutputs (DataObjectPointerArraySizeType _arg)

virtual void	SetOutput (const DataObjectIdentifierType &name, DataObject *output)

virtual void	SetPrimaryInput (DataObject *object)

virtual void	SetPrimaryOutput (DataObject *object)

void	SetRequiredInputNames (const NameArray &)

virtual void	VerifyInputInformation () const

virtual void	VerifyPreconditions () const

	~ProcessObject () override

DataObject *	GetInput (DataObjectPointerArraySizeType idx)

const DataObject *	GetInput (DataObjectPointerArraySizeType idx) const

DataObject *	GetPrimaryInput ()

const DataObject *	GetPrimaryInput () const

virtual void	SetPrimaryInputName (const DataObjectIdentifierType &key)

virtual const char *	GetPrimaryInputName () const

DataObject *	GetOutput (const DataObjectIdentifierType &key)

const DataObject *	GetOutput (const DataObjectIdentifierType &key) const

virtual void	SetPrimaryOutputName (const DataObjectIdentifierType &key)

virtual const char *	GetPrimaryOutputName () const

DataObject *	GetOutput (DataObjectPointerArraySizeType i)

const DataObject *	GetOutput (DataObjectPointerArraySizeType i) const

DataObject *	GetPrimaryOutput ()

const DataObject *	GetPrimaryOutput () const

virtual bool	GetThreaderUpdateProgress () const

virtual void	ThreaderUpdateProgressOn ()

virtual void	SetThreaderUpdateProgress (bool arg)

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

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

virtual void	SetTimeStamp (const TimeStamp &timeStamp)

	~Object () override

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 ()

Private Attributes
DecisionRulePointer	m_DecisionRule {}

unsigned int	m_NumberOfClasses {}

const char *	GetNameOfClass () const override

static Pointer	New ()

using	DataObjectPointerArraySizeType = ProcessObject::DataObjectPointerArraySizeType

DataObjectPointer	MakeOutput (DataObjectPointerArraySizeType idx) override

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

static void	GlobalWarningDisplayOff ()

static void	GlobalWarningDisplayOn ()

static Pointer	New ()

static void	SetGlobalWarningDisplay (bool val)

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

static Pointer	New ()

Static Protected Member Functions inherited from itk::ProcessObject
template<typename TSourceObject >
static void	MakeRequiredOutputs (TSourceObject &sourceObject, const DataObjectPointerArraySizeType numberOfRequiredOutputs)

static constexpr float	progressFixedToFloat (uint32_t fixed)

static uint32_t	progressFloatToFixed (float f)

Protected Attributes inherited from itk::ProcessObject
TimeStamp	m_OutputInformationMTime {}

bool	m_Updating {}

Protected Attributes inherited from itk::LightObject
std::atomic< int >	m_ReferenceCount {}

Member Typedef Documentation

◆ ClassLabelType

template<typename TSample >

using itk::Statistics::SampleClassifierFilter< TSample >::ClassLabelType = IdentifierType

Definition at line 85 of file itkSampleClassifierFilter.h.

◆ ClassLabelVectorObjectPointer

template<typename TSample >

using itk::Statistics::SampleClassifierFilter< TSample >::ClassLabelVectorObjectPointer = ClassLabelVectorObjectType::Pointer

Definition at line 88 of file itkSampleClassifierFilter.h.

◆ ClassLabelVectorObjectType

template<typename TSample >

using itk::Statistics::SampleClassifierFilter< TSample >::ClassLabelVectorObjectType = SimpleDataObjectDecorator<ClassLabelVectorType>

Definition at line 87 of file itkSampleClassifierFilter.h.

◆ ClassLabelVectorType

template<typename TSample >

using itk::Statistics::SampleClassifierFilter< TSample >::ClassLabelVectorType = std::vector<ClassLabelType>

Definition at line 86 of file itkSampleClassifierFilter.h.

◆ ConstPointer

template<typename TSample >

using itk::Statistics::SampleClassifierFilter< TSample >::ConstPointer = SmartPointer<const Self>

Definition at line 54 of file itkSampleClassifierFilter.h.

◆ DataObjectPointerArraySizeType

template<typename TSample >

using itk::Statistics::SampleClassifierFilter< TSample >::DataObjectPointerArraySizeType = ProcessObject::DataObjectPointerArraySizeType

protected

Make a DataObject of the correct type to used as the specified output. This method is automatically called when DataObject::DisconnectPipeline() is called.

See also: ProcessObject

Definition at line 150 of file itkSampleClassifierFilter.h.

◆ DecisionRulePointer

template<typename TSample >

using itk::Statistics::SampleClassifierFilter< TSample >::DecisionRulePointer = DecisionRuleType::ConstPointer

Definition at line 92 of file itkSampleClassifierFilter.h.

◆ DecisionRuleType

template<typename TSample >

using itk::Statistics::SampleClassifierFilter< TSample >::DecisionRuleType = DecisionRule

type of the decision rule

Definition at line 91 of file itkSampleClassifierFilter.h.

◆ MeasurementType

template<typename TSample >

using itk::Statistics::SampleClassifierFilter< TSample >::MeasurementType = typename SampleType::MeasurementType

type alias from SampleType object

Definition at line 69 of file itkSampleClassifierFilter.h.

◆ MeasurementVectorType

template<typename TSample >

using itk::Statistics::SampleClassifierFilter< TSample >::MeasurementVectorType = typename SampleType::MeasurementVectorType

Definition at line 70 of file itkSampleClassifierFilter.h.

◆ MembershipFunctionPointer

template<typename TSample >

using itk::Statistics::SampleClassifierFilter< TSample >::MembershipFunctionPointer = typename MembershipFunctionType::ConstPointer

Definition at line 74 of file itkSampleClassifierFilter.h.

◆ MembershipFunctionsWeightsArrayObjectType

template<typename TSample >

using itk::Statistics::SampleClassifierFilter< TSample >::MembershipFunctionsWeightsArrayObjectType = SimpleDataObjectDecorator<MembershipFunctionsWeightsArrayType>

Definition at line 82 of file itkSampleClassifierFilter.h.

◆ MembershipFunctionsWeightsArrayPointer

template<typename TSample >

using itk::Statistics::SampleClassifierFilter< TSample >::MembershipFunctionsWeightsArrayPointer = typename MembershipFunctionsWeightsArrayObjectType::Pointer

Definition at line 83 of file itkSampleClassifierFilter.h.

◆ MembershipFunctionsWeightsArrayType

template<typename TSample >

using itk::Statistics::SampleClassifierFilter< TSample >::MembershipFunctionsWeightsArrayType = Array<double>

type alias for membership functions weight proportion

Definition at line 80 of file itkSampleClassifierFilter.h.

◆ MembershipFunctionType

template<typename TSample >

using itk::Statistics::SampleClassifierFilter< TSample >::MembershipFunctionType = MembershipFunctionBase<MeasurementVectorType>

type alias for the MembershipFunction

Definition at line 73 of file itkSampleClassifierFilter.h.

◆ MembershipFunctionVectorObjectPointer

template<typename TSample >

using itk::Statistics::SampleClassifierFilter< TSample >::MembershipFunctionVectorObjectPointer = typename MembershipFunctionVectorObjectType::Pointer

Definition at line 77 of file itkSampleClassifierFilter.h.

◆ MembershipFunctionVectorObjectType

template<typename TSample >

using itk::Statistics::SampleClassifierFilter< TSample >::MembershipFunctionVectorObjectType = SimpleDataObjectDecorator<MembershipFunctionVectorType>

Definition at line 76 of file itkSampleClassifierFilter.h.

◆ MembershipFunctionVectorType

template<typename TSample >

using itk::Statistics::SampleClassifierFilter< TSample >::MembershipFunctionVectorType = std::vector<MembershipFunctionPointer>

Definition at line 75 of file itkSampleClassifierFilter.h.

◆ MembershipSampleObjectPointer

template<typename TSample >

using itk::Statistics::SampleClassifierFilter< TSample >::MembershipSampleObjectPointer = typename MembershipSampleType::Pointer

Definition at line 66 of file itkSampleClassifierFilter.h.

◆ MembershipSampleType

template<typename TSample >

using itk::Statistics::SampleClassifierFilter< TSample >::MembershipSampleType = MembershipSample<SampleType>

type alias Output type

Definition at line 65 of file itkSampleClassifierFilter.h.

◆ Pointer

template<typename TSample >

using itk::Statistics::SampleClassifierFilter< TSample >::Pointer = SmartPointer<Self>

Definition at line 53 of file itkSampleClassifierFilter.h.

◆ SampleType

template<typename TSample >

using itk::Statistics::SampleClassifierFilter< TSample >::SampleType = TSample

Type of the input Sample

Definition at line 62 of file itkSampleClassifierFilter.h.

◆ Self

template<typename TSample >

using itk::Statistics::SampleClassifierFilter< TSample >::Self = SampleClassifierFilter

Standard class type alias

Definition at line 51 of file itkSampleClassifierFilter.h.

◆ Superclass

template<typename TSample >

using itk::Statistics::SampleClassifierFilter< TSample >::Superclass = ProcessObject

Definition at line 52 of file itkSampleClassifierFilter.h.

Constructor & Destructor Documentation

◆ SampleClassifierFilter()

template<typename TSample >

itk::Statistics::SampleClassifierFilter< TSample >::SampleClassifierFilter ( )

protected

◆ ~SampleClassifierFilter()

template<typename TSample >

itk::Statistics::SampleClassifierFilter< TSample >::~SampleClassifierFilter ( )

overrideprotecteddefault

Member Function Documentation

◆ GenerateData()

template<typename TSample >

void itk::Statistics::SampleClassifierFilter< TSample >::GenerateData ( )

overrideprotectedvirtual

Starts the classification process

Reimplemented from itk::ProcessObject.

◆ GetDecisionRule()

template<typename TSample >

virtual const DecisionRuleType* itk::Statistics::SampleClassifierFilter< TSample >::GetDecisionRule ( ) const

virtual

Set/Get the decision rule.

◆ GetInput()

template<typename TSample >

const SampleType* itk::Statistics::SampleClassifierFilter< TSample >::GetInput ( ) const

◆ GetNameOfClass()

template<typename TSample >

const char* itk::Statistics::SampleClassifierFilter< TSample >::GetNameOfClass ( ) const

overridevirtual

See also: LightObject::GetNameOfClass()

Reimplemented from itk::ProcessObject.

◆ GetNumberOfClasses()

template<typename TSample >

virtual unsigned int itk::Statistics::SampleClassifierFilter< TSample >::GetNumberOfClasses ( ) const

virtual

Number of classes. This must match the number of labels and membership functions provided by the user, otherwise an exception will be thrown at

◆ GetOutput()

template<typename TSample >

const MembershipSampleType* itk::Statistics::SampleClassifierFilter< TSample >::GetOutput ( ) const

Returns the classification result

◆ MakeOutput()

template<typename TSample >

DataObjectPointer itk::Statistics::SampleClassifierFilter< TSample >::MakeOutput ( DataObjectPointerArraySizeType idx )

overrideprotectedvirtual

Make a DataObject of the correct type to used as the specified output. This method is automatically called when DataObject::DisconnectPipeline() is called.

See also: ProcessObject

Reimplemented from itk::ProcessObject.

◆ New()

template<typename TSample >

static Pointer itk::Statistics::SampleClassifierFilter< TSample >::New ( )

static

See also: LightObject::GetNameOfClass()

◆ PrintSelf()

template<typename TSample >

void itk::Statistics::SampleClassifierFilter< TSample >::PrintSelf	(	std::ostream &	os,
		Indent	indent
	)		const

overrideprotectedvirtual

Methods invoked by Print() to print information about the object including superclasses. Typically not called by the user (use Print() instead) but used in the hierarchical print process to combine the output of several classes.

Reimplemented from itk::ProcessObject.

◆ SetClassLabels()

template<typename TSample >

void itk::Statistics::SampleClassifierFilter< TSample >::SetClassLabels ( const ClassLabelVectorObjectType * classLabels )

Sets input vector of class labels. The length of this vector must match the number of classes, otherwise an exception will be thrown at run time.

◆ SetDecisionRule()

template<typename TSample >

virtual void itk::Statistics::SampleClassifierFilter< TSample >::SetDecisionRule ( const DecisionRuleType * _arg )

virtual

Set/Get the decision rule.

◆ SetInput()

template<typename TSample >

void itk::Statistics::SampleClassifierFilter< TSample >::SetInput ( const SampleType * sample )

◆ SetMembershipFunctions()

template<typename TSample >

void itk::Statistics::SampleClassifierFilter< TSample >::SetMembershipFunctions ( const MembershipFunctionVectorObjectType * membershipFunctions )

Sets input vector of membership functions. The length of this vector must match the number of classes, otherwise an exception will be thrown at run time.

◆ SetMembershipFunctionsWeightsArray()

template<typename TSample >

void itk::Statistics::SampleClassifierFilter< TSample >::SetMembershipFunctionsWeightsArray ( const MembershipFunctionsWeightsArrayObjectType * weightsArray )

Sets array of weights for the membership functions

◆ SetNumberOfClasses()

template<typename TSample >

virtual void itk::Statistics::SampleClassifierFilter< TSample >::SetNumberOfClasses ( unsigned int _arg )

virtual

Number of classes. This must match the number of labels and membership functions provided by the user, otherwise an exception will be thrown at

Member Data Documentation

◆ m_DecisionRule

template<typename TSample >

DecisionRulePointer itk::Statistics::SampleClassifierFilter< TSample >::m_DecisionRule {}

private

Decision Rule

Definition at line 160 of file itkSampleClassifierFilter.h.

◆ m_NumberOfClasses

template<typename TSample >

unsigned int itk::Statistics::SampleClassifierFilter< TSample >::m_NumberOfClasses {}

private

Definition at line 157 of file itkSampleClassifierFilter.h.

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

itkSampleClassifierFilter.h

Detailed Description

template<typename TSample> class itk::Statistics::SampleClassifierFilter< TSample >

Public Types

Public Member Functions

Protected Member Functions

Private Attributes

Additional Inherited Members

Member Typedef Documentation

◆ ClassLabelType

◆ ClassLabelVectorObjectPointer

◆ ClassLabelVectorObjectType

◆ ClassLabelVectorType

◆ ConstPointer

◆ DataObjectPointerArraySizeType

◆ DecisionRulePointer

◆ DecisionRuleType

◆ MeasurementType

◆ MeasurementVectorType

◆ MembershipFunctionPointer

◆ MembershipFunctionsWeightsArrayObjectType

◆ MembershipFunctionsWeightsArrayPointer

◆ MembershipFunctionsWeightsArrayType

◆ MembershipFunctionType

◆ MembershipFunctionVectorObjectPointer

◆ MembershipFunctionVectorObjectType

◆ MembershipFunctionVectorType

◆ MembershipSampleObjectPointer

◆ MembershipSampleType

◆ Pointer

◆ SampleType

◆ Self

◆ Superclass

Constructor & Destructor Documentation

◆ SampleClassifierFilter()

◆ ~SampleClassifierFilter()

Member Function Documentation

◆ GenerateData()

◆ GetDecisionRule()

◆ GetInput()

◆ GetNameOfClass()

◆ GetNumberOfClasses()

◆ GetOutput()

◆ MakeOutput()

◆ New()

◆ PrintSelf()

◆ SetClassLabels()

◆ SetDecisionRule()

◆ SetInput()

◆ SetMembershipFunctions()

◆ SetMembershipFunctionsWeightsArray()

◆ SetNumberOfClasses()

Member Data Documentation

◆ m_DecisionRule

◆ m_NumberOfClasses

template<typename TSample>
class itk::Statistics::SampleClassifierFilter< TSample >