PndMvaVarPCATransform Class Reference

#include <PndMvaVarPCATransform.h>

Public Member Functions
	PndMvaVarPCATransform ()
	Constructor. More...
virtual	~PndMvaVarPCATransform ()
	Destructor. More...
bool	InitPCATranformation (std::vector< std::pair< std::string, std::vector< float > * > > const &dat)
std::vector< float > *	Transform (std::vector< float > const &evd) const
TVectorD const &	GetMeanValues () const
	Get mean values vector. More...
TMatrixD const &	GetEigenVectors () const
	Get Eigenvectors matrix. More...
void	SetMeanVector (TVectorD const &vect)
	Set mean values vector. More...
void	SetEigenVectors (TMatrixD const &mat)
	Set Eigenvectors matrix. More...

Private Member Functions
	PndMvaVarPCATransform (PndMvaVarPCATransform const &ot)
	To avoid mistakes. More...
PndMvaVarPCATransform &	operator= (PndMvaVarPCATransform const &ot)
void	ComputePrincipalComponents (std::vector< std::pair< std::string, std::vector< float > * > > const &dat)

Private Attributes
TVectorD *	m_MeanValues
TMatrixD *	m_EigenVectors

Detailed Description

Definition at line 27 of file PndMvaVarPCATransform.h.

Constructor & Destructor Documentation

PndMvaVarPCATransform::PndMvaVarPCATransform ( )

explicit

Constructor.

virtual PndMvaVarPCATransform::~PndMvaVarPCATransform ( )

virtual

Destructor.

PndMvaVarPCATransform::PndMvaVarPCATransform ( PndMvaVarPCATransform const &  ot )

private

To avoid mistakes.

Member Function Documentation

void PndMvaVarPCATransform::ComputePrincipalComponents ( std::vector< std::pair< std::string, std::vector< float > * > > const &  dat )

private

TMatrixD const & PndMvaVarPCATransform::GetEigenVectors ( ) const

inline

Get Eigenvectors matrix.

Get Eigenvectors matrix.

Definition at line 91 of file PndMvaVarPCATransform.h.

References m_EigenVectors.

{
  return (*m_EigenVectors);
}

TVectorD const & PndMvaVarPCATransform::GetMeanValues ( ) const

inline

Get mean values vector.

Get mean values vector.

Definition at line 83 of file PndMvaVarPCATransform.h.

References m_MeanValues.

{
  return (*m_MeanValues);
}

bool PndMvaVarPCATransform::InitPCATranformation

(

std::vector< std::pair< std::string, std::vector< float > * > > const &

dat

)

Prepare Transformation for the given dataset events.

Parameters

dat	Collection of the event feature vectors.

PndMvaVarPCATransform& PndMvaVarPCATransform::operator= ( PndMvaVarPCATransform const &  ot )

private

void PndMvaVarPCATransform::SetEigenVectors

(

TMatrixD const &

mat

)

Set Eigenvectors matrix.

void PndMvaVarPCATransform::SetMeanVector

(

TVectorD const &

vect

)

Set mean values vector.

std::vector<float>* PndMvaVarPCATransform::Transform

(

std::vector< float > const &

evd

)

const

Transforms the current event variables

Parameters

evd	Vector containing the event to transform.

Returns

Transformed event.

Member Data Documentation

TMatrixD* PndMvaVarPCATransform::m_EigenVectors

private

Definition at line 76 of file PndMvaVarPCATransform.h.

Referenced by GetEigenVectors().

TVectorD* PndMvaVarPCATransform::m_MeanValues

private

Definition at line 73 of file PndMvaVarPCATransform.h.

Referenced by GetMeanValues().

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

• PndMvaVarPCATransform.h