PndMvaClassifier Class Reference

#include <PndMvaClassifier.h>

Inheritance diagram for PndMvaClassifier:

Public Member Functions
	PndMvaClassifier (std::string const &InPut, std::vector< std::string > const &ClassNames, std::vector< std::string > const &VarNames)
	Constructor. More...
virtual	~PndMvaClassifier ()
	Destructor. More...
virtual void	GetMvaValues (std::vector< float > EvtData, std::map< std::string, float > &result)=0
virtual std::string *	Classify (std::vector< float > EvtData)=0
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
	PndMvaClassifier (PndMvaClassifier const &other)
PndMvaClassifier &	operator= (PndMvaClassifier const &other)

Detailed Description

Main interface definition.

Definition at line 29 of file PndMvaClassifier.h.

Constructor & Destructor Documentation

PndMvaClassifier::PndMvaClassifier ( std::string const &  InPut, std::vector< std::string > const &  ClassNames, std::vector< std::string > const &  VarNames  )

explicit

Constructor.

Parameters

InPut

Input file name containing weights. Names of available (signal) classes. Names of the used variables(features).

virtual PndMvaClassifier::~PndMvaClassifier ( )

virtual

Destructor.

PndMvaClassifier::PndMvaClassifier ( PndMvaClassifier const &  other )

private

Member Function Documentation

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

pure virtual

Parameters

EvtData,:

Event, to be classified.

Returns

Name of the class with the best MVA value.

Implemented in PndMultiClassBdtClassify, PndMultiClassMlpClassify, PndKnnClassify, PndPrzWindowClassify, PndStdKnnClassify, PndLVQClassify, and PndProjectedKNN.

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

inline

Get the list of available classes (labels).

Definition at line 90 of file PndMvaClassifier.h.

References PndMvaDataSet::GetClasses(), and m_dataSets.

{
  return m_dataSets.GetClasses();
};

virtual void PndMvaClassifier::GetMvaValues ( std::vector< float >  EvtData, std::map< std::string, float > &  result  )

pure virtual

Parameters

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

Implemented in PndMultiClassBdtClassify, PndMultiClassMlpClassify, PndKnnClassify, PndPrzWindowClassify, PndStdKnnClassify, PndLVQClassify, and PndProjectedKNN.

Referenced by PndPidMvaAssociatorTask::DoPidMatch().

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

inline

Get the list of available variables.

Definition at line 96 of file PndMvaClassifier.h.

References PndMvaDataSet::GetVars(), and m_dataSets.

{
  return m_dataSets.GetVars();
};

virtual void PndMvaClassifier::Initialize ( )

virtual

Reimplemented in PndKnnClassify, PndStdKnnClassify, PndMultiClassBdtClassify, and PndMultiClassMlpClassify.

Referenced by PndPidMvaAssociatorTask::Init().

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

protectedvirtual

Normalize the given event vector.

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

private

void PndMvaClassifier::SetAppType ( AppType  t )

inlineprotected

Definition at line 83 of file PndMvaClassifier.h.

References m_dataSets, and PndMvaDataSet::SetAppType().

{
  m_dataSets.SetAppType(t);
};

Member Data Documentation

PndMvaDataSet PndMvaClassifier::m_dataSets

protected

Data set. Holds event Weights.

Definition at line 75 of file PndMvaClassifier.h.

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

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

• PndMvaClassifier.h