ITK  4.8.0
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.

Examples:
Examples/Statistics/MaximumDecisionRule.cxx.

Definition at line 40 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 () 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
 
CommandGetCommand (unsigned long tag)
 
bool GetDebug () const
 
MetaDataDictionaryGetMetaDataDictionary ()
 
const MetaDataDictionaryGetMetaDataDictionary () const
 
virtual ModifiedTimeType GetMTime () const
 
virtual const TimeStampGetTimeStamp () 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 ()
 
- 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 override
 
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 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.

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.

Definition at line 46 of file itkMaximumDecisionRule.h.

Standard class typedefs

Definition at line 44 of file itkMaximumDecisionRule.h.

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 ( )
inlineprotectedvirtual

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
overridevirtual

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: