PndPrzWindowClassify Class Reference

#include <PndPrzWindowClassify.h>

Inheritance diagram for PndPrzWindowClassify:

Public Member Functions
	PndPrzWindowClassify (std::string const &inputFile, std::vector< std::string > const &classNames, std::vector< std::string > const &varNames)
virtual	~PndPrzWindowClassify ()
	Destructor. More...
void	GetMvaValues (std::vector< float > eventData, std::map< std::string, float > &result)
std::string *	Classify (std::vector< float > EvtData)
void	setWindowSize (float wsize)
void	setWindowSize (std::map< std::string, float > const &wsize)
float	GetHyperCubeVolume () const
std::map< std::string, float > const &	GetWindowSize () const
virtual void	Initialize ()
std::vector< PndMvaClass > const &	GetClasses () const
	Get the list of available classes (labels). More...
std::vector< PndMvaVariable > const &	GetVariables () const
	Get the list of available variables. More...

Protected Member Functions
virtual void	NormalizeEvent (std::vector< float > &EvtVector) const
	Normalize the given event vector. More...
void	SetAppType (AppType t)

Protected Attributes
PndMvaDataSet	m_dataSets
	Data set. Holds event Weights. More...

Private Member Functions
	PndPrzWindowClassify (PndPrzWindowClassify const &other)
PndPrzWindowClassify &	operator= (PndPrzWindowClassify const &other)
float	histKernel (std::vector< float > const &evtDat, std::vector< float > const &trSample)
float	CompHyperCubeVolume ()

Private Attributes
float	m_volumeN
std::map< std::string, float >	m_Wsize

Detailed Description

Definition at line 22 of file PndPrzWindowClassify.h.

Constructor & Destructor Documentation

PndPrzWindowClassify::PndPrzWindowClassify ( std::string const &  inputFile, std::vector< std::string > const &  classNames, std::vector< std::string > const &  varNames  )

explicit

virtual PndPrzWindowClassify::~PndPrzWindowClassify ( )

virtual

Destructor.

PndPrzWindowClassify::PndPrzWindowClassify ( PndPrzWindowClassify const &  other )

private

Member Function Documentation

std::string* PndPrzWindowClassify::Classify ( std::vector< float >  EvtData )

virtual

Given a feature vector describing the pattern. Classifies the pattern.

Parameters

EvtData

Input vector describing the pattern.

Returns

The name of the class to which the current pattern is assigned.

Implements PndMvaClassifier.

float PndPrzWindowClassify::CompHyperCubeVolume ( )

private

Referenced by setWindowSize().

std::vector< PndMvaClass > const & PndMvaClassifier::GetClasses ( ) const

inlineinherited

Get the list of available classes (labels).

Definition at line 90 of file PndMvaClassifier.h.

References PndMvaDataSet::GetClasses(), and PndMvaClassifier::m_dataSets.

{
  return m_dataSets.GetClasses();
};

float PndPrzWindowClassify::GetHyperCubeVolume ( ) const

inline

Get hypercube volume

Definition at line 110 of file PndPrzWindowClassify.h.

References m_volumeN.

{
  return m_volumeN;
};

void PndPrzWindowClassify::GetMvaValues ( std::vector< float >  eventData, std::map< std::string, float > &  result  )

virtual

Classification function.

Parameters

EvtData,:	Feature vector of the current event which we want to classify.
result,:	Holds the normalized results of classification for every class of events. Note: this parameter will be cleaned and modified.

Implements PndMvaClassifier.

std::vector< PndMvaVariable > const & PndMvaClassifier::GetVariables ( ) const

inlineinherited

Get the list of available variables.

Definition at line 96 of file PndMvaClassifier.h.

References PndMvaDataSet::GetVars(), and PndMvaClassifier::m_dataSets.

{
  return m_dataSets.GetVars();
};

std::map< std::string, float > const & PndPrzWindowClassify::GetWindowSize ( ) const

inline

Get window sizes for all dimensions.

Definition at line 115 of file PndPrzWindowClassify.h.

References m_Wsize.

{
  return m_Wsize;
};

float PndPrzWindowClassify::histKernel ( std::vector< float > const &  evtDat, std::vector< float > const &  trSample  )

private

virtual void PndMvaClassifier::Initialize ( )

virtualinherited

Reimplemented in PndKnnClassify, PndStdKnnClassify, PndMultiClassBdtClassify, and PndMultiClassMlpClassify.

Referenced by PndPidMvaAssociatorTask::Init().

virtual void PndMvaClassifier::NormalizeEvent ( std::vector< float > &  EvtVector ) const

protectedvirtualinherited

Normalize the given event vector.

PndPrzWindowClassify& PndPrzWindowClassify::operator= ( PndPrzWindowClassify const &  other )

private

void PndMvaClassifier::SetAppType ( AppType  t )

inlineprotectedinherited

Definition at line 83 of file PndMvaClassifier.h.

References PndMvaClassifier::m_dataSets, and PndMvaDataSet::SetAppType().

{
  m_dataSets.SetAppType(t);
};

void PndPrzWindowClassify::setWindowSize

(

float

wsize

)

Set the window size. Equal size in every dimension.

Parameters

wsize

Window (Bin) size for all dimensions.

void PndPrzWindowClassify::setWindowSize ( std::map< std::string, float > const &  wsize )

inline

Set the window size. Specify the size for every dimension.

Parameters

wsize

Window (Bin) size for each dimensions.<dim name, size>

Definition at line 103 of file PndPrzWindowClassify.h.

References CompHyperCubeVolume(), m_volumeN, and m_Wsize.

{
  m_Wsize = std::map<std::string, float>(wsize);
  // Set hypercube volume.
  m_volumeN = CompHyperCubeVolume();
};

Member Data Documentation

PndMvaDataSet PndMvaClassifier::m_dataSets

protectedinherited

Data set. Holds event Weights.

Definition at line 75 of file PndMvaClassifier.h.

Referenced by PndMvaClassifier::GetClasses(), PndMvaClassifier::GetVariables(), and PndMvaClassifier::SetAppType().

float PndPrzWindowClassify::m_volumeN

private

Definition at line 96 of file PndPrzWindowClassify.h.

Referenced by GetHyperCubeVolume(), and setWindowSize().

std::map<std::string, float> PndPrzWindowClassify::m_Wsize

private

Definition at line 99 of file PndPrzWindowClassify.h.

Referenced by GetWindowSize(), and setWindowSize().

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

• PndPrzWindowClassify.h