aims::PcaStrategy< T > Class Template Reference

#include <aims/classification/pcastrategy.h>

Inheritance diagram for aims::PcaStrategy< T >:

Collaboration diagram for aims::PcaStrategy< T >:

Public Types
enum	DistanceType { NORM1 , NORM2 , NORM2SQR , INFNORM }

Public Member Functions
	PcaStrategy (const PcaStrategy< T > &pcaStrat)
	PcaStrategy (int nbIterations=50, DistanceType distanceType=NORM2SQR, const std::vector< Individuals< T > > &codeVector=std::vector< Individuals< T > >())
virtual	~PcaStrategy ()
virtual ClassifStrategy< T > *	clone () const
virtual void	analyse (const std::vector< std::list< Individuals< T > > > &classes)
virtual int	agregation (const Individuals< T > &individual)
virtual bool	classificationCompleted (int nbChanges)
Public Member Functions inherited from aims::ClassifStrategy< T >
	ClassifStrategy (int maxNbOfIterations=50)
virtual	~ClassifStrategy ()
bool	isValidStrategy ()
void	reset ()
bool	isInit ()
bool	isCodeVectorsGiven ()
int	getMaxNbOfIterations () const
virtual void	init (std::string initializationType, int nbOfClasses, std::vector< std::list< Individuals< T > > > &classes)=0
virtual double	iterate (int &nbOfIterations, std::vector< std::list< Individuals< T > > > &classes)=0
virtual int	aggregate (const Individuals< T > &individual)=0
virtual Individuals< T >	getMeanValue (int classe)=0
virtual std::vector< Individuals< T > >	getMeanVector ()=0
virtual double	globInertia (const std::vector< std::list< Individuals< T > > > &classes)=0

Additional Inherited Members
Protected Attributes inherited from aims::ClassifStrategy< T >
int	myMaxNbOfIterations
bool	myValidStrategy
bool	myInit
bool	myCodeVectorsGiven

Detailed Description

template<class T>
class aims::PcaStrategy< T >

Definition at line 49 of file pcastrategy.h.

Member Enumeration Documentation

DistanceType

template<class T >

enum aims::PcaStrategy::DistanceType

Enumerator
NORM1
NORM2
NORM2SQR
INFNORM

Definition at line 51 of file pcastrategy.h.

Constructor & Destructor Documentation

PcaStrategy() [1/2]

template<class T >

aims::PcaStrategy< T >::PcaStrategy

(

const PcaStrategy< T > &

pcaStrat

)

Definition at line 42 of file pcastrategy_d.h.

PcaStrategy() [2/2]

template<class T >

aims::PcaStrategy< T >::PcaStrategy	(	int	nbIterations = 50,
		DistanceType	distanceType = NORM2SQR,
		const std::vector< Individuals< T > > &	codeVector = std::vector< Individuals<T> >()
	)

Definition at line 50 of file pcastrategy_d.h.

References aims::PcaStrategy< T >::INFNORM, aims::PcaStrategy< T >::NORM1, aims::PcaStrategy< T >::NORM2, and aims::PcaStrategy< T >::NORM2SQR.

~PcaStrategy()

template<class T >

aims::PcaStrategy< T >::~PcaStrategy

virtual

Definition at line 75 of file pcastrategy_d.h.

Member Function Documentation

agregation()

template<class T >

int aims::PcaStrategy< T >::agregation ( const Individuals< T > &  individual )

virtual

Definition at line 94 of file pcastrategy_d.h.

analyse()

template<class T >

void aims::PcaStrategy< T >::analyse ( const std::vector< std::list< Individuals< T > > > &  classes )

virtual

Implements aims::ClassifStrategy< T >.

Definition at line 88 of file pcastrategy_d.h.

classificationCompleted()

template<class T >

bool aims::PcaStrategy< T >::classificationCompleted ( int  nbChanges )

virtual

Definition at line 102 of file pcastrategy_d.h.

clone()

template<class T >

aims::ClassifStrategy< T > * aims::PcaStrategy< T >::clone

virtual

Implements aims::ClassifStrategy< T >.

Definition at line 81 of file pcastrategy_d.h.

---

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

• aims/classification/pcastrategy.h
• aims/classification/pcastrategy_d.h