mitk::PUImpurityLoss< TLossFunction, TLabelContainer, TWeightContainer > Class Template Reference

#include <mitkPUImpurityLoss.h>

Public Types
typedef TLabelContainer	LabelContainerType
typedef TWeightContainer	WeightContainerType

Public Member Functions
template<class T >
	PUImpurityLoss (TLabelContainer const &labels, vigra::ProblemSpec< T > const &ext, AdditionalRFDataAbstract *data)
void	Reset ()
void	UpdatePUCounts ()
template<class TDataIterator >
double	Increment (TDataIterator begin, TDataIterator end)
template<class TDataIterator >
double	Decrement (TDataIterator begin, TDataIterator end)
template<class TArray >
double	Init (TArray initCounts)
vigra::ArrayVector< double > const &	Response ()
void	UsePointWeights (bool useWeights)
bool	IsUsingPointWeights ()
void	SetPointWeights (TWeightContainer weight)
WeightContainerType	GetPointWeights ()

Detailed Description

template<class TLossFunction = vigra::GiniCriterion, class TLabelContainer = vigra::MultiArrayView<2, int>, class TWeightContainer = vigra::MultiArrayView<2, double>>
class mitk::PUImpurityLoss< TLossFunction, TLabelContainer, TWeightContainer >

Definition at line 32 of file mitkPUImpurityLoss.h.

Member Typedef Documentation

LabelContainerType

template<class TLossFunction = vigra::GiniCriterion, class TLabelContainer = vigra::MultiArrayView<2, int>, class TWeightContainer = vigra::MultiArrayView<2, double>>

typedef TLabelContainer mitk::PUImpurityLoss< TLossFunction, TLabelContainer, TWeightContainer >::LabelContainerType

Definition at line 35 of file mitkPUImpurityLoss.h.

WeightContainerType

template<class TLossFunction = vigra::GiniCriterion, class TLabelContainer = vigra::MultiArrayView<2, int>, class TWeightContainer = vigra::MultiArrayView<2, double>>

typedef TWeightContainer mitk::PUImpurityLoss< TLossFunction, TLabelContainer, TWeightContainer >::WeightContainerType

Definition at line 36 of file mitkPUImpurityLoss.h.

Constructor & Destructor Documentation

PUImpurityLoss()

template<class TLossFunction = vigra::GiniCriterion, class TLabelContainer = vigra::MultiArrayView<2, int>, class TWeightContainer = vigra::MultiArrayView<2, double>>

template<class T >

mitk::PUImpurityLoss< TLossFunction, TLabelContainer, TWeightContainer >::PUImpurityLoss	(	TLabelContainer const &	labels,
		vigra::ProblemSpec< T > const &	ext,
		AdditionalRFDataAbstract *	data
	)

Member Function Documentation

Decrement()

template<class TLossFunction = vigra::GiniCriterion, class TLabelContainer = vigra::MultiArrayView<2, int>, class TWeightContainer = vigra::MultiArrayView<2, double>>

template<class TDataIterator >

double mitk::PUImpurityLoss< TLossFunction, TLabelContainer, TWeightContainer >::Decrement	(	TDataIterator	begin,
		TDataIterator	end
	)

GetPointWeights()

template<class TLossFunction = vigra::GiniCriterion, class TLabelContainer = vigra::MultiArrayView<2, int>, class TWeightContainer = vigra::MultiArrayView<2, double>>

WeightContainerType mitk::PUImpurityLoss< TLossFunction, TLabelContainer, TWeightContainer >::GetPointWeights

(

)

Increment()

template<class TLossFunction = vigra::GiniCriterion, class TLabelContainer = vigra::MultiArrayView<2, int>, class TWeightContainer = vigra::MultiArrayView<2, double>>

template<class TDataIterator >

double mitk::PUImpurityLoss< TLossFunction, TLabelContainer, TWeightContainer >::Increment	(	TDataIterator	begin,
		TDataIterator	end
	)

Init()

template<class TLossFunction = vigra::GiniCriterion, class TLabelContainer = vigra::MultiArrayView<2, int>, class TWeightContainer = vigra::MultiArrayView<2, double>>

template<class TArray >

double mitk::PUImpurityLoss< TLossFunction, TLabelContainer, TWeightContainer >::Init

(

TArray

initCounts

)

IsUsingPointWeights()

template<class TLossFunction = vigra::GiniCriterion, class TLabelContainer = vigra::MultiArrayView<2, int>, class TWeightContainer = vigra::MultiArrayView<2, double>>

bool mitk::PUImpurityLoss< TLossFunction, TLabelContainer, TWeightContainer >::IsUsingPointWeights

(

)

Reset()

template<class TLossFunction = vigra::GiniCriterion, class TLabelContainer = vigra::MultiArrayView<2, int>, class TWeightContainer = vigra::MultiArrayView<2, double>>

void mitk::PUImpurityLoss< TLossFunction, TLabelContainer, TWeightContainer >::Reset

(

)

Response()

template<class TLossFunction = vigra::GiniCriterion, class TLabelContainer = vigra::MultiArrayView<2, int>, class TWeightContainer = vigra::MultiArrayView<2, double>>

vigra::ArrayVector<double> const& mitk::PUImpurityLoss< TLossFunction, TLabelContainer, TWeightContainer >::Response

(

)

SetPointWeights()

template<class TLossFunction = vigra::GiniCriterion, class TLabelContainer = vigra::MultiArrayView<2, int>, class TWeightContainer = vigra::MultiArrayView<2, double>>

void mitk::PUImpurityLoss< TLossFunction, TLabelContainer, TWeightContainer >::SetPointWeights

(

TWeightContainer

weight

)

UpdatePUCounts()

template<class TLossFunction = vigra::GiniCriterion, class TLabelContainer = vigra::MultiArrayView<2, int>, class TWeightContainer = vigra::MultiArrayView<2, double>>

void mitk::PUImpurityLoss< TLossFunction, TLabelContainer, TWeightContainer >::UpdatePUCounts

(

)

UsePointWeights()

template<class TLossFunction = vigra::GiniCriterion, class TLabelContainer = vigra::MultiArrayView<2, int>, class TWeightContainer = vigra::MultiArrayView<2, double>>

void mitk::PUImpurityLoss< TLossFunction, TLabelContainer, TWeightContainer >::UsePointWeights

(

bool

useWeights

)

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

• mitkPUImpurityLoss.h