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.

Definition at line 39 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 (void) const

virtual ClassIdentifierType	Evaluate (const MembershipVectorType &discriminantScores) const

virtual const char *	GetNameOfClass () const

Static Public Member Functions
static Pointer	New ()

Protected Member Functions
	MaximumDecisionRule ()

virtual	~MaximumDecisionRule ()

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

virtual	~DecisionRule ()

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

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 ()

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

Protected Attributes inherited from itk::LightObject
InternalReferenceCountType	m_ReferenceCount

SimpleFastMutexLock	m_ReferenceCountLock

Member Typedef Documentation

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

Types for class identifiers.

Definition at line 59 of file itkMaximumDecisionRule.h.

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

Definition at line 46 of file itkMaximumDecisionRule.h.

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

Types for discriminant values and vectors.

Definition at line 52 of file itkMaximumDecisionRule.h.

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

Definition at line 56 of file itkMaximumDecisionRule.h.

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

Definition at line 45 of file itkMaximumDecisionRule.h.

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

Standard class typedefs

Definition at line 43 of file itkMaximumDecisionRule.h.

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

Definition at line 44 of file itkMaximumDecisionRule.h.

Constructor & Destructor Documentation

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

inlineprotected

Definition at line 68 of file itkMaximumDecisionRule.h.

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

inlineprotectedvirtual

Definition at line 69 of file itkMaximumDecisionRule.h.

Member Function Documentation

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

virtual

Evaluate the decision rule, returning the class label associated with the largest discriminant score.

Implements itk::Statistics::DecisionRule.

virtual const char* itk::Statistics::MaximumDecisionRule::GetNameOfClass ( ) const

virtual

Run-time type information (and related methods)

Reimplemented from itk::Statistics::DecisionRule.

static Pointer itk::Statistics::MaximumDecisionRule::New ( )

static

Standard New() method support