ITK  4.3.0
Insight Segmentation and Registration Toolkit
Public Types | Public Member Functions | Static Public Member Functions | Protected Member Functions | List of all members
itk::Statistics::MaximumDecisionRule Class Reference

#include <itkMaximumDecisionRule.h>

+ Inheritance diagram for itk::Statistics::MaximumDecisionRule:
+ Collaboration diagram for itk::Statistics::MaximumDecisionRule:

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 SelfConstPointer
 
typedef
Superclass::MembershipValueType 
MembershipValueType
 
typedef
Superclass::MembershipVectorType 
MembershipVectorType
 
typedef SmartPointer< SelfPointer
 
typedef MaximumDecisionRule Self
 
typedef DecisionRule Superclass
 
- Public Types inherited from itk::Statistics::DecisionRule
typedef
MembershipVectorType::size_type 
ClassIdentifierType
 
typedef SmartPointer< const SelfConstPointer
 
typedef double MembershipValueType
 
typedef std::vector
< MembershipValueType
MembershipVectorType
 
typedef SmartPointer< SelfPointer
 
typedef DecisionRule Self
 
typedef Object Superclass
 
- Public Types inherited from itk::Object
typedef SmartPointer< const SelfConstPointer
 
typedef SmartPointer< SelfPointer
 
typedef Object Self
 
typedef LightObject Superclass
 
- Public Types inherited from itk::LightObject
typedef SmartPointer< const SelfConstPointer
 
typedef SmartPointer< SelfPointer
 
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.

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.

Definition at line 45 of file itkMaximumDecisionRule.h.

Standard class typedefs

Definition at line 43 of file itkMaximumDecisionRule.h.

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


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