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
typedef Superclass::ClassIdentifierType	ClassIdentifierType

typedef SmartPointer< const Self >	ConstPointer

typedef Superclass::MembershipValueType	MembershipValueType

typedef Superclass::MembershipVectorType	MembershipVectorType

typedef SmartPointer< Self >	Pointer

typedef MaximumDecisionRule	Self

typedef DecisionRule	Superclass

Public Types inherited from itk::Statistics::DecisionRule
typedef MembershipVectorType::size_type	ClassIdentifierType

typedef SmartPointer< const Self >	ConstPointer

typedef double	MembershipValueType

typedef std::vector < MembershipValueType >	MembershipVectorType

typedef SmartPointer< Self >	Pointer

typedef DecisionRule	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 () const

virtual 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

virtual void	Register () const override

void	RemoveAllObservers ()

void	RemoveObserver (unsigned long tag)

void	SetDebug (bool debugFlag) const

void	SetMetaDataDictionary (const MetaDataDictionary &rhs)

virtual void	SetReferenceCount (int) override

virtual void	UnRegister () const noexceptoverride

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 ()

virtual	~MaximumDecisionRule () override

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

virtual	~DecisionRule () override

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

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

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

virtual void	SetTimeStamp (const TimeStamp &time)

virtual	~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
AtomicInt< int >	m_ReferenceCount

Member Typedef Documentation

typedef Superclass::ClassIdentifierType itk::Statistics::MaximumDecisionRule::ClassIdentifierType

Types for class identifiers.

Definition at line 60 of file itkMaximumDecisionRule.h.

typedef SmartPointer< const Self > itk::Statistics::MaximumDecisionRule::ConstPointer

Definition at line 47 of file itkMaximumDecisionRule.h.

typedef Superclass::MembershipValueType itk::Statistics::MaximumDecisionRule::MembershipValueType

Types for discriminant values and vectors.

Definition at line 53 of file itkMaximumDecisionRule.h.

typedef Superclass::MembershipVectorType itk::Statistics::MaximumDecisionRule::MembershipVectorType

Definition at line 57 of file itkMaximumDecisionRule.h.

typedef SmartPointer< Self > itk::Statistics::MaximumDecisionRule::Pointer

Definition at line 46 of file itkMaximumDecisionRule.h.

typedef MaximumDecisionRule itk::Statistics::MaximumDecisionRule::Self

Standard class typedefs

Definition at line 44 of file itkMaximumDecisionRule.h.

typedef DecisionRule itk::Statistics::MaximumDecisionRule::Superclass

Definition at line 45 of file itkMaximumDecisionRule.h.

Constructor & Destructor Documentation

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

inlineprotected

Definition at line 69 of file itkMaximumDecisionRule.h.

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

inlineoverrideprotectedvirtual

Definition at line 70 of file itkMaximumDecisionRule.h.

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.

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