Detailed Description

A decision rule that returns the class label with the largest discriminant score.

MaximumDecisionRule returns the class label with the largest discriminant score. If the discriminant scores are likelihood $p(x|i)$ , then this decision rule is a maximum likelihood decision rule.

Examples:: Examples/Statistics/MaximumDecisionRule.cxx.

Definition at line 40 of file itkMaximumDecisionRule.h.

Public Types
using	ClassIdentifierType = Superclass::ClassIdentifierType

using	ConstPointer = SmartPointer< const Self >

using	MembershipValueType = Superclass::MembershipValueType

using	MembershipVectorType = Superclass::MembershipVectorType

using	Pointer = SmartPointer< Self >

using	Self = MaximumDecisionRule

using	Superclass = DecisionRule

Public Types inherited from itk::Statistics::DecisionRule
using	ClassIdentifierType = MembershipVectorType::size_type

using	ConstPointer = SmartPointer< const Self >

using	MembershipValueType = double

using	MembershipVectorType = std::vector< MembershipValueType >

using	Pointer = SmartPointer< Self >

using	Self = DecisionRule

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
virtual ::itk::LightObject::Pointer	CreateAnother () const

ClassIdentifierType	Evaluate (const MembershipVectorType &discriminantScores) const override

virtual const char *	GetNameOfClass () const

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 ()

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)

void	SetDebug (bool debugFlag) const

void	SetReferenceCount (int) override

void	UnRegister () const noexceptoverride

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
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::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
	MaximumDecisionRule ()=default

	~MaximumDecisionRule () override=default

Protected Member Functions inherited from itk::Statistics::DecisionRule
	DecisionRule ()

	~DecisionRule () override

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

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

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

virtual void	SetTimeStamp (const TimeStamp &time)

	~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 ()

Additional Inherited Members
Protected Attributes inherited from itk::LightObject
std::atomic< int >	m_ReferenceCount

Member Typedef Documentation

using itk::Statistics::MaximumDecisionRule::ClassIdentifierType = Superclass::ClassIdentifierType

Types for class identifiers.

Definition at line 60 of file itkMaximumDecisionRule.h.

using itk::Statistics::MaximumDecisionRule::ConstPointer = SmartPointer< const Self >

Definition at line 47 of file itkMaximumDecisionRule.h.

using itk::Statistics::MaximumDecisionRule::MembershipValueType = Superclass::MembershipValueType

Types for discriminant values and vectors.

Definition at line 56 of file itkMaximumDecisionRule.h.

using itk::Statistics::MaximumDecisionRule::MembershipVectorType = Superclass::MembershipVectorType

Definition at line 57 of file itkMaximumDecisionRule.h.

using itk::Statistics::MaximumDecisionRule::Pointer = SmartPointer< Self >

Definition at line 46 of file itkMaximumDecisionRule.h.

using itk::Statistics::MaximumDecisionRule::Self = MaximumDecisionRule

Standard class type aliases

Definition at line 44 of file itkMaximumDecisionRule.h.

using itk::Statistics::MaximumDecisionRule::Superclass = DecisionRule

Definition at line 45 of file itkMaximumDecisionRule.h.

Constructor & Destructor Documentation

itk::Statistics::MaximumDecisionRule::MaximumDecisionRule ( )

protecteddefault

itk::Statistics::MaximumDecisionRule::~MaximumDecisionRule ( )

overrideprotecteddefault

Member Function Documentation

virtual::itk::LightObject::Pointer itk::Statistics::MaximumDecisionRule::CreateAnother ( ) const

virtual

Create an object from an instance, potentially deferring to a factory. This method allows you to create an instance of an object that is exactly the same type as the referring object. This is useful in cases where an object has been cast back to a base class.

Reimplemented from itk::Object.

ClassIdentifierType itk::Statistics::MaximumDecisionRule::Evaluate ( const MembershipVectorType & discriminantScores ) const