aims::MixtureOfPPCA< T > Class Template Reference

#include <aims/classification/mixtureOfPpca.h>

Public Member Functions
	MixtureOfPPCA (int nbOfClasses, int significantNumberOfVp, int maxNbOfIterations, const AimsData< T > &individuals, const std::vector< Point3d > indPosVector, const std::vector< std::list< int > > &initialClasses, const std::string &fileOut, int runNb, int iterationToUseOnlyCorrelatedIndiv=false)
	~MixtureOfPPCA ()
bool	doIt ()
double	pTnComputation ()
bool	distMatrixComputation ()
AimsData< double >	getRni ()
double	distComputation ()
bool	classesVisualisation (int nbOfIterations, const std::string &fileOut, bool theEnd)

Detailed Description

template<class T>
class aims::MixtureOfPPCA< T >

Definition at line 109 of file mixtureOfPpca.h.

Constructor & Destructor Documentation

MixtureOfPPCA()

template<class T >

aims::MixtureOfPPCA< T >::MixtureOfPPCA	(	int	nbOfClasses,
		int	significantNumberOfVp,
		int	maxNbOfIterations,
		const AimsData< T > &	individuals,
		const std::vector< Point3d >	indPosVector,
		const std::vector< std::list< int > > &	initialClasses,
		const std::string &	fileOut,
		int	runNb,
		int	iterationToUseOnlyCorrelatedIndiv = false
	)

Definition at line 1010 of file mixtureOfPpca_d.h.

References aims::PpcaAnalyserElement::getSigma2(), aims::PpcaAnalyserElement::init(), and UniformRandom().

~MixtureOfPPCA()

template<class T >

aims::MixtureOfPPCA< T >::~MixtureOfPPCA ( )

inline

Definition at line 116 of file mixtureOfPpca.h.

Member Function Documentation

classesVisualisation()

template<class T >

bool aims::MixtureOfPPCA< T >::classesVisualisation	(	int	nbOfIterations,
		const std::string &	fileOut,
		bool	theEnd
	)

Definition at line 777 of file mixtureOfPpca_d.h.

References aims::Finder::format(), aims::PpcaAnalyserElement::getMean(), aims::PpcaAnalyserElement::getSigma2(), AimsBucketItem< T >::location(), aims::meshdistance::max(), AimsBucket< T >::push_back(), AimsData< T >::setSizeXYZT(), AimsData< float >::setSizeXYZT(), split(), carto::toString(), AimsBucketItem< T >::value(), and aims::Writer< T >::write().

Referenced by aims::MixtureOfPPCA< T >::doIt().

distComputation()

template<class T >

double aims::MixtureOfPPCA< T >::distComputation

(

)

Definition at line 737 of file mixtureOfPpca_d.h.

References aims::meshdistance::cross(), aims::meshdistance::max(), and aims::PpcaAnalyserElement::mean().

distMatrixComputation()

template<class T >

bool aims::MixtureOfPPCA< T >::distMatrixComputation

(

)

Definition at line 946 of file mixtureOfPpca_d.h.

doIt()

template<class T >

bool aims::MixtureOfPPCA< T >::doIt

(

)

Definition at line 1081 of file mixtureOfPpca_d.h.

References aims::MixtureOfPPCA< T >::classesVisualisation(), and aims::MixtureOfPPCA< T >::pTnComputation().

getRni()

template<class T >

AimsData< double > aims::MixtureOfPPCA< T >::getRni

(

)

Definition at line 1196 of file mixtureOfPpca_d.h.

pTnComputation()

template<class T >

double aims::MixtureOfPPCA< T >::pTnComputation

(

)

Definition at line 685 of file mixtureOfPpca_d.h.

Referenced by aims::MixtureOfPPCA< T >::doIt().

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

• aims/classification/mixtureOfPpca.h
• aims/classification/mixtureOfPpca_d.h