otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel > Class Template Reference

#include <otbConfusionMatrixToMassOfBelief.h>

Inheritance diagram for otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >:

Collaboration diagram for otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >:

Public Types
typedef TLabel	ClassLabelType
typedef otb::ConfusionMatrixMeasurements< ConfusionMatrixType, ClassLabelType >	ConfusionMatrixMeasurementsType
typedef TConfusionMatrix	ConfusionMatrixType
typedef itk::SmartPointer< const Self >	ConstPointer
typedef std::map< ClassLabelType, MassType >	LabelMassMapType
typedef ConfusionMatrixMeasurementsType::MapOfClassesType	MapOfClassesType
typedef ConfusionMatrixMeasurementsType::MapOfIndicesType	MapOfIndicesType
enum	MassOfBeliefDefinitionMethod {   PRECISION,   RECALL,   ACCURACY,   KAPPA }
typedef double	MassType
typedef itk::SmartPointer< Self >	Pointer
typedef ConfusionMatrixToMassOfBelief	Self
typedef itk::ProcessObject	Superclass

Public Member Functions
virtual ::itk::LightObject::Pointer	CreateAnother (void) const
virtual const char *	GetNameOfClass () const
void	Update () override

Static Public Member Functions
static Pointer	New ()
ConfusionMatrixType	m_ConfusionMatrix
ConfusionMatrixMeasurementsType::Pointer	m_ConfMatMeasurements
MapOfClassesType	m_MapOfClasses
MapOfIndicesType	m_MapOfIndices
MassOfBeliefDefinitionMethod	m_DefinitionMethod
LabelMassMapType	m_MapMassOfBelief
virtual void	SetConfusionMatrix (ConfusionMatrixType _arg)
virtual void	SetDefinitionMethod (MassOfBeliefDefinitionMethod _arg)
virtual void	SetMapOfClasses (const MapOfClassesType _arg)
MapOfClassesType	GetMapOfClasses () const
virtual void	SetMapOfIndices (const MapOfIndicesType _arg)
MapOfIndicesType	GetMapOfIndices () const
LabelMassMapType	GetMapMassOfBelief () const
	ConfusionMatrixToMassOfBelief ()
	~ConfusionMatrixToMassOfBelief () override
void	GenerateData (void) override
	ConfusionMatrixToMassOfBelief (const Self &)=delete
void	operator= (const Self &)=delete

Detailed Description

template<class TConfusionMatrix = itk::VariableSizeMatrix<double>, class TLabel = int>
class otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >

This class converts a confusion matrix into masses of belief for each label.

This class converts a confusion matrix into a std::map<ClassLabelType, MassType> with MassType being the type of the Mass of Belief of each label to be used in the Dempster-Shafer theory.

TConfusionMatrix is the type of the confusion matrix from which the measurements will be computed. N.B.: The confusion matrix indices are expected to be organized the following way: confusionMatrix[itReference][itClassified], with itClassified the indice over the columns representing the classified labels compared to the reference labels (i.e. the reference truth) organized over the lines of the confusion matrix.

The MassOfBeliefDefinitionMethod indicates which parameter of the confusion matrix will stand for the mass of belief of each label (PRECISION, RECALL, ACCURACY, KAPPA).

Definition at line 55 of file otbConfusionMatrixToMassOfBelief.h.

Member Typedef Documentation

ClassLabelType

template<class TConfusionMatrix = itk::VariableSizeMatrix<double>, class TLabel = int>

typedef TLabel otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >::ClassLabelType

Type for the labels

Definition at line 75 of file otbConfusionMatrixToMassOfBelief.h.

ConfusionMatrixMeasurementsType

template<class TConfusionMatrix = itk::VariableSizeMatrix<double>, class TLabel = int>

typedef otb::ConfusionMatrixMeasurements<ConfusionMatrixType, ClassLabelType> otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >::ConfusionMatrixMeasurementsType

Type for the confusion matrix measurements calculator

Definition at line 78 of file otbConfusionMatrixToMassOfBelief.h.

ConfusionMatrixType

template<class TConfusionMatrix = itk::VariableSizeMatrix<double>, class TLabel = int>

typedef TConfusionMatrix otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >::ConfusionMatrixType

Type for the confusion matrix

Definition at line 68 of file otbConfusionMatrixToMassOfBelief.h.

ConstPointer

template<class TConfusionMatrix = itk::VariableSizeMatrix<double>, class TLabel = int>

typedef itk::SmartPointer<const Self> otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >::ConstPointer

Definition at line 62 of file otbConfusionMatrixToMassOfBelief.h.

LabelMassMapType

template<class TConfusionMatrix = itk::VariableSizeMatrix<double>, class TLabel = int>

typedef std::map<ClassLabelType, MassType> otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >::LabelMassMapType

Definition at line 83 of file otbConfusionMatrixToMassOfBelief.h.

MapOfClassesType

template<class TConfusionMatrix = itk::VariableSizeMatrix<double>, class TLabel = int>

typedef ConfusionMatrixMeasurementsType::MapOfClassesType otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >::MapOfClassesType

Definition at line 79 of file otbConfusionMatrixToMassOfBelief.h.

MapOfIndicesType

template<class TConfusionMatrix = itk::VariableSizeMatrix<double>, class TLabel = int>

typedef ConfusionMatrixMeasurementsType::MapOfIndicesType otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >::MapOfIndicesType

Definition at line 80 of file otbConfusionMatrixToMassOfBelief.h.

MassType

template<class TConfusionMatrix = itk::VariableSizeMatrix<double>, class TLabel = int>

typedef double otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >::MassType

Definition at line 82 of file otbConfusionMatrixToMassOfBelief.h.

Pointer

template<class TConfusionMatrix = itk::VariableSizeMatrix<double>, class TLabel = int>

typedef itk::SmartPointer<Self> otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >::Pointer

Definition at line 61 of file otbConfusionMatrixToMassOfBelief.h.

Self

template<class TConfusionMatrix = itk::VariableSizeMatrix<double>, class TLabel = int>

typedef ConfusionMatrixToMassOfBelief otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >::Self

Standard class typedefs

Definition at line 59 of file otbConfusionMatrixToMassOfBelief.h.

Superclass

template<class TConfusionMatrix = itk::VariableSizeMatrix<double>, class TLabel = int>

typedef itk::ProcessObject otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >::Superclass

Definition at line 60 of file otbConfusionMatrixToMassOfBelief.h.

Member Enumeration Documentation

MassOfBeliefDefinitionMethod

template<class TConfusionMatrix = itk::VariableSizeMatrix<double>, class TLabel = int>

enum otb::ConfusionMatrixToMassOfBelief::MassOfBeliefDefinitionMethod

Enumerator
PRECISION
RECALL
ACCURACY
KAPPA

Definition at line 85 of file otbConfusionMatrixToMassOfBelief.h.

Constructor & Destructor Documentation

ConfusionMatrixToMassOfBelief() [1/2]

template<class TConfusionMatrix , class TLabel >

otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >::ConfusionMatrixToMassOfBelief

protected

Constructor

Definition at line 30 of file otbConfusionMatrixToMassOfBelief.hxx.

~ConfusionMatrixToMassOfBelief()

template<class TConfusionMatrix = itk::VariableSizeMatrix<double>, class TLabel = int>

otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >::~ConfusionMatrixToMassOfBelief ( )

inlineoverrideprotected

Destructor

Definition at line 150 of file otbConfusionMatrixToMassOfBelief.h.

ConfusionMatrixToMassOfBelief() [2/2]

template<class TConfusionMatrix = itk::VariableSizeMatrix<double>, class TLabel = int>

otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >::ConfusionMatrixToMassOfBelief ( const Self &  )

privatedelete

Accessors

Member Function Documentation

CreateAnother()

template<class TConfusionMatrix = itk::VariableSizeMatrix<double>, class TLabel = int>

virtual::itk::LightObject::Pointer otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >::CreateAnother

(

void

)

const

GenerateData()

template<class TConfusionMatrix , class TLabel >

void otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >::GenerateData ( void  )

overrideprotected

Triggers the computation of the confusion matrix

Definition at line 45 of file otbConfusionMatrixToMassOfBelief.hxx.

GetMapMassOfBelief()

template<class TConfusionMatrix = itk::VariableSizeMatrix<double>, class TLabel = int>

LabelMassMapType otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >::GetMapMassOfBelief ( ) const

inline

Accessors

Definition at line 139 of file otbConfusionMatrixToMassOfBelief.h.

GetMapOfClasses()

template<class TConfusionMatrix = itk::VariableSizeMatrix<double>, class TLabel = int>

MapOfClassesType otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >::GetMapOfClasses ( ) const

inline

Accessors

Definition at line 114 of file otbConfusionMatrixToMassOfBelief.h.

GetMapOfIndices()

template<class TConfusionMatrix = itk::VariableSizeMatrix<double>, class TLabel = int>

MapOfIndicesType otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >::GetMapOfIndices ( ) const

inline

Accessors

Definition at line 133 of file otbConfusionMatrixToMassOfBelief.h.

GetNameOfClass()

template<class TConfusionMatrix = itk::VariableSizeMatrix<double>, class TLabel = int>

virtual const char* otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >::GetNameOfClass ( ) const

virtual

Run-time type information (and related methods).

New()

template<class TConfusionMatrix = itk::VariableSizeMatrix<double>, class TLabel = int>

static Pointer otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >::New ( )

static

Method for creation through the object factory.

operator=()

template<class TConfusionMatrix = itk::VariableSizeMatrix<double>, class TLabel = int>

void otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >::operator= ( const Self &  )

privatedelete

Accessors

SetConfusionMatrix()

template<class TConfusionMatrix = itk::VariableSizeMatrix<double>, class TLabel = int>

virtual void otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >::SetConfusionMatrix ( ConfusionMatrixType  _arg )

virtual

Accessors

SetDefinitionMethod()

template<class TConfusionMatrix = itk::VariableSizeMatrix<double>, class TLabel = int>

virtual void otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >::SetDefinitionMethod ( MassOfBeliefDefinitionMethod  _arg )

virtual

Accessors

SetMapOfClasses()

template<class TConfusionMatrix = itk::VariableSizeMatrix<double>, class TLabel = int>

virtual void otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >::SetMapOfClasses ( const MapOfClassesType  _arg )

inlinevirtual

Accessors

Definition at line 103 of file otbConfusionMatrixToMassOfBelief.h.

SetMapOfIndices()

template<class TConfusionMatrix = itk::VariableSizeMatrix<double>, class TLabel = int>

virtual void otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >::SetMapOfIndices ( const MapOfIndicesType  _arg )

inlinevirtual

Accessors

Definition at line 122 of file otbConfusionMatrixToMassOfBelief.h.

Update()

template<class TConfusionMatrix , class TLabel >

void otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >::Update

override

Definition at line 39 of file otbConfusionMatrixToMassOfBelief.hxx.

Member Data Documentation

m_ConfMatMeasurements

template<class TConfusionMatrix = itk::VariableSizeMatrix<double>, class TLabel = int>

ConfusionMatrixMeasurementsType::Pointer otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >::m_ConfMatMeasurements

private

Accessors

Definition at line 160 of file otbConfusionMatrixToMassOfBelief.h.

m_ConfusionMatrix

template<class TConfusionMatrix = itk::VariableSizeMatrix<double>, class TLabel = int>

ConfusionMatrixType otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >::m_ConfusionMatrix

private

Accessors

Definition at line 159 of file otbConfusionMatrixToMassOfBelief.h.

m_DefinitionMethod

template<class TConfusionMatrix = itk::VariableSizeMatrix<double>, class TLabel = int>

MassOfBeliefDefinitionMethod otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >::m_DefinitionMethod

private

Accessors

Definition at line 165 of file otbConfusionMatrixToMassOfBelief.h.

m_MapMassOfBelief

template<class TConfusionMatrix = itk::VariableSizeMatrix<double>, class TLabel = int>

LabelMassMapType otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >::m_MapMassOfBelief

private

Accessors

Definition at line 166 of file otbConfusionMatrixToMassOfBelief.h.

m_MapOfClasses

template<class TConfusionMatrix = itk::VariableSizeMatrix<double>, class TLabel = int>

MapOfClassesType otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >::m_MapOfClasses

private

Accessors

Definition at line 162 of file otbConfusionMatrixToMassOfBelief.h.

m_MapOfIndices

template<class TConfusionMatrix = itk::VariableSizeMatrix<double>, class TLabel = int>

MapOfIndicesType otb::ConfusionMatrixToMassOfBelief< TConfusionMatrix, TLabel >::m_MapOfIndices

private

Accessors

Definition at line 163 of file otbConfusionMatrixToMassOfBelief.h.

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

• otbConfusionMatrixToMassOfBelief.h
• otbConfusionMatrixToMassOfBelief.hxx