#include <aims/classification/mixtureOfPpca.h>

Public Member Functions
	PpcaAnalyserElement (int significantNumberOfVp, bool useOnlyCorrIndiv=false)

	~PpcaAnalyserElement ()

template<class T >
void	init (const std::list< int > &selectedIndividuals, double initialPi, const AimsData< T > &individuals, double noiseRef=1.)

template<class T >
bool	newStep1 (const AimsData< T > &indivMatrix, bool useOnlyCorrIndiv)

template<class T >
double	newStep2 (AimsData< double > pTn, const AimsData< T > &indivMatrix, double noiseRef=1.)

const std::vector< double > &	mean () const

double	getPi ()

double	getSigma2 () const

double	getEnergy () const

double	getSumDiff2Rni () const

const AimsData< double > &	getRn ()

const AimsData< double > &	getDist ()

const AimsData< double > &	getPtni ()

const AimsData< double > &	getMean ()

const AimsData< double > &	getInvCi ()

int	getExplosionIndex ()

bool	isValid () const

Detailed Description

Definition at line 51 of file mixtureOfPpca.h.

Constructor & Destructor Documentation

◆ PpcaAnalyserElement()

aims::PpcaAnalyserElement::PpcaAnalyserElement	(	int	significantNumberOfVp,
		bool	useOnlyCorrIndiv = `false`
	)

Definition at line 64 of file mixtureOfPpca_d.h.

◆ ~PpcaAnalyserElement()

aims::PpcaAnalyserElement::~PpcaAnalyserElement ( )

inline

Definition at line 55 of file mixtureOfPpca.h.

References init(), mean(), newStep1(), and newStep2().

Member Function Documentation

◆ getDist()

const AimsData<double>& aims::PpcaAnalyserElement::getDist ( )

inline

Definition at line 72 of file mixtureOfPpca.h.

◆ getEnergy()

double aims::PpcaAnalyserElement::getEnergy ( ) const

inline

Definition at line 69 of file mixtureOfPpca.h.

◆ getExplosionIndex()

int aims::PpcaAnalyserElement::getExplosionIndex ( )

inline

Definition at line 76 of file mixtureOfPpca.h.

◆ getInvCi()

const AimsData<double>& aims::PpcaAnalyserElement::getInvCi ( )

inline

Definition at line 75 of file mixtureOfPpca.h.

◆ getMean()

const AimsData<double>& aims::PpcaAnalyserElement::getMean ( )

inline

Definition at line 74 of file mixtureOfPpca.h.

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

◆ getPi()

double aims::PpcaAnalyserElement::getPi ( )

inline

Definition at line 67 of file mixtureOfPpca.h.

◆ getPtni()

const AimsData<double>& aims::PpcaAnalyserElement::getPtni ( )

inline

Definition at line 73 of file mixtureOfPpca.h.

◆ getRn()

const AimsData<double>& aims::PpcaAnalyserElement::getRn ( )

inline

Definition at line 71 of file mixtureOfPpca.h.

◆ getSigma2()

double aims::PpcaAnalyserElement::getSigma2 ( ) const

inline

Definition at line 68 of file mixtureOfPpca.h.

Referenced by aims::MixtureOfPPCA< T >::classesVisualisation(), and aims::MixtureOfPPCA< T >::MixtureOfPPCA().

◆ getSumDiff2Rni()

double aims::PpcaAnalyserElement::getSumDiff2Rni ( ) const

inline

Definition at line 70 of file mixtureOfPpca.h.

◆ init()

template<class T >

void aims::PpcaAnalyserElement::init	(	const std::list< int > &	selectedIndividuals,
		double	initialPi,
		const AimsData< T > &	individuals,
		double	noiseRef = `1.`
	)