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...

Detailed Description

Main interface definition.

Definition at line 29 of file PndMvaClassifier.h.

Constructor & Destructor Documentation

PndMvaClassifier()

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).

~PndMvaClassifier()

virtual PndMvaClassifier::~PndMvaClassifier ( )

virtual

Destructor.

Member Function Documentation

Classify()

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.

GetClasses()

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

inline

Get the list of available classes (labels).

Definition at line 86 of file PndMvaClassifier.h.

References PndMvaDataSet::GetClasses(), and m_dataSets.

{
  return m_dataSets.GetClasses();
};

GetMvaValues()

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.

GetVariables()

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

inline

Get the list of available variables.

Definition at line 92 of file PndMvaClassifier.h.

References PndMvaDataSet::GetVars(), and m_dataSets.

{
  return m_dataSets.GetVars();
};

Initialize()

virtual void PndMvaClassifier::Initialize ( )

virtual

Reimplemented in PndKnnClassify, PndStdKnnClassify, PndMultiClassBdtClassify, and PndMultiClassMlpClassify.

NormalizeEvent()

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

protectedvirtual

Normalize the given event vector.

SetAppType()

void PndMvaClassifier::SetAppType ( AppType  t )

inlineprotected

Definition at line 79 of file PndMvaClassifier.h.

References m_dataSets, and PndMvaDataSet::SetAppType().

{
  m_dataSets.SetAppType(t);
};

Member Data Documentation

m_dataSets

PndMvaDataSet PndMvaClassifier::m_dataSets

protected

Data set. Holds event Weights.

Definition at line 71 of file PndMvaClassifier.h.

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

---

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

• PndMvaClassifier.h