PndLVQClassify Class Reference

Interface definition of the LVQ classifier. More...

#include <PndLVQClassify.h>

Inheritance diagram for PndLVQClassify:

Public Member Functions
	PndLVQClassify (std::string const &inputFile, std::vector< std::string > const &classNames, std::vector< std::string > const &varNames)
virtual	~PndLVQClassify ()
void	GetMvaValues (std::vector< float > eventData, std::map< std::string, float > &result)
std::string *	Classify (std::vector< float > EvtData)
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
	PndLVQClassify (PndLVQClassify const &other)
	To avoid mistakes (No deep copy) More...
PndLVQClassify &	operator= (PndLVQClassify const &other)

Detailed Description

Interface definition of the LVQ classifier.

Definition at line 21 of file PndLVQClassify.h.

Constructor & Destructor Documentation

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

explicit

Constructor:

Parameters

inputFile	Input file name (Weights).
classNames	class names.
varNames	variable names of the features.

virtual PndLVQClassify::~PndLVQClassify ( )

virtual

Destructor

PndLVQClassify::PndLVQClassify ( PndLVQClassify const &  other )

private

To avoid mistakes (No deep copy)

Member Function Documentation

std::string* PndLVQClassify::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.

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();
};

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

virtual

Parameters

eventData	Event data to be classified.
result	Classification results. Currently the shortest distance for each class is stored in result.

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();
};

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.

PndLVQClassify& PndLVQClassify::operator= ( PndLVQClassify 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);
};

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().

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

• PndLVQClassify.h