aims::MixtureOfPPCA< T > Class Template Reference

#include <aims/classification/mixtureOfPpca.h>

Public Member Functions
	MixtureOfPPCA (int nbOfClasses, int significantNumberOfVp, int maxNbOfIterations, const carto::rc_ptr< carto::Volume< 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 ()
carto::VolumeRef< 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 114 of file mixtureOfPpca.h.

Constructor & Destructor Documentation

MixtureOfPPCA()

template<class T>

aims::MixtureOfPPCA< T >::MixtureOfPPCA	(	int	nbOfClasses,
		int	significantNumberOfVp,
		int	maxNbOfIterations,
		const carto::rc_ptr< carto::Volume< 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 1014 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 121 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 781 of file mixtureOfPpca_d.h.

References aims::Finder::format(), getRni(), AimsBucketItem< class T >::location(), AimsBucket< class T >::push_back(), carto::VolumeRef< typename T >::setVoxelSize(), carto::toString(), AimsBucketItem< class T >::value(), and aims::Writer< class T >::write().

Referenced by doIt().

distComputation()

template<class T>

double aims::MixtureOfPPCA< T >::distComputation

(

)

Definition at line 741 of file mixtureOfPpca_d.h.

References aims::transpose().

distMatrixComputation()

template<class T>

bool aims::MixtureOfPPCA< T >::distMatrixComputation

(

)

Definition at line 950 of file mixtureOfPpca_d.h.

doIt()

template<class T>

bool aims::MixtureOfPPCA< T >::doIt

(

)

Definition at line 1086 of file mixtureOfPpca_d.h.

References classesVisualisation(), and pTnComputation().

getRni()

template<class T>

carto::VolumeRef< double > aims::MixtureOfPPCA< T >::getRni

(

)

Definition at line 1201 of file mixtureOfPpca_d.h.

Referenced by classesVisualisation().

pTnComputation()

template<class T>

double aims::MixtureOfPPCA< T >::pTnComputation

(

)

Definition at line 689 of file mixtureOfPpca_d.h.

Referenced by doIt().

---

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

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