ITK  5.2.0
Insight 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:

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
 
unsigned long AddObserver (const EventObject &event, std::function< void(const EventObject &)> function) 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
 
void Register () const override
 
void RemoveAllObservers ()
 
void RemoveObserver (unsigned long tag)
 
void SetDebug (bool debugFlag) const
 
void SetReferenceCount (int) override
 
void UnRegister () const noexcept override
 
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 ()
 
 ~Object () override
 
void PrintSelf (std::ostream &os, Indent indent) const override
 
bool PrintObservers (std::ostream &os, Indent indent) const
 
virtual void SetTimeStamp (const TimeStamp &time)
 
- 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
 

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, and SphinxExamples/src/Numerics/Statistics/DistributionOfPixelsUsingGMM/Code.cxx.

Definition at line 41 of file itkMaximumDecisionRule.h.

Member Typedef Documentation

◆ ClassIdentifierType

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

Types for class identifiers.

Definition at line 61 of file itkMaximumDecisionRule.h.

◆ ConstPointer

Definition at line 48 of file itkMaximumDecisionRule.h.

◆ MembershipValueType

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

Types for discriminant values and vectors.

Definition at line 57 of file itkMaximumDecisionRule.h.

◆ MembershipVectorType

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

Definition at line 58 of file itkMaximumDecisionRule.h.

◆ Pointer

Definition at line 47 of file itkMaximumDecisionRule.h.

◆ Self

Standard class type aliases

Definition at line 45 of file itkMaximumDecisionRule.h.

◆ Superclass

Definition at line 46 of file itkMaximumDecisionRule.h.

Constructor & Destructor Documentation

◆ MaximumDecisionRule()

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

◆ ~MaximumDecisionRule()

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

Member Function Documentation

◆ CreateAnother()

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.

◆ Evaluate()

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.

◆ GetNameOfClass()

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

Run-time type information (and related methods)

Reimplemented from itk::Statistics::DecisionRule.

◆ New()

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

Standard New() method support


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