PndMultiClassMlpClassify Class Reference

#include <PndMultiClassMlpClassify.h>

Inheritance diagram for PndMultiClassMlpClassify:

Public Member Functions
	PndMultiClassMlpClassify (std::string const &inputFile, std::vector< std::string > const &classNames, std::vector< std::string > const &varNames)
virtual	~PndMultiClassMlpClassify ()
void	GetMvaValues (std::vector< float > EvtData, std::map< std::string, float > &result)
std::string *	Classify (std::vector< float > EvtData)
void	Initialize ()
void	SetReaderOptions (std::string const &opt)
void	SetWeightsFileName (std::string const &name)
std::string const &	GetReaderOptions () const
std::string const &	GetWeightsFileName () const
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
	PndMultiClassMlpClassify (PndMultiClassMlpClassify const &oth)
PndMultiClassMlpClassify &	operator= (PndMultiClassMlpClassify const &oth)

Private Attributes
TMVA::Reader *	m_reader
std::string	m_weightsFile
	TMVA reader. More...
std::string	m_readerOptions
std::vector< float >	m_EventContainer

Detailed Description

Definition at line 28 of file PndMultiClassMlpClassify.h.

Constructor & Destructor Documentation

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

explicit

Constructor.

Parameters

InPut	The file containig the weights.
classNames	Labels of the classes to be used.
varNames	The name of the involved variables(features).

virtual PndMultiClassMlpClassify::~PndMultiClassMlpClassify ( )

virtual

Destructor.

PndMultiClassMlpClassify::PndMultiClassMlpClassify ( PndMultiClassMlpClassify const &  oth )

private

Member Function Documentation

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

virtual

Parameters

EvtData

The event to be classified.

Returns

The output of the classification.

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 PndMultiClassMlpClassify::GetMvaValues ( std::vector< float >  EvtData, std::map< std::string, float > &  result  )

virtual

Parameters

EvtData	The event to be classified.
result	The output of the classifier is stored here.

Implements PndMvaClassifier.

std::string const & PndMultiClassMlpClassify::GetReaderOptions ( ) const

inline

Definition at line 100 of file PndMultiClassMlpClassify.h.

References m_readerOptions.

{
  return m_readerOptions;
};

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::string const & PndMultiClassMlpClassify::GetWeightsFileName ( ) const

inline

Definition at line 110 of file PndMultiClassMlpClassify.h.

References m_weightsFile.

{
  return m_weightsFile;
};

void PndMultiClassMlpClassify::Initialize ( )

virtual

Initialize Classifier and data structures.

Reimplemented from PndMvaClassifier.

Referenced by PndPidMvaAssociatorTask::Init().

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

protectedvirtualinherited

Normalize the given event vector.

PndMultiClassMlpClassify& PndMultiClassMlpClassify::operator= ( PndMultiClassMlpClassify const &  oth )

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 PndMultiClassMlpClassify::SetReaderOptions ( std::string const &  opt )

inline

Definition at line 95 of file PndMultiClassMlpClassify.h.

References m_readerOptions.

{
  this->m_readerOptions = opt;
};

void PndMultiClassMlpClassify::SetWeightsFileName ( std::string const &  name )

inline

Definition at line 105 of file PndMultiClassMlpClassify.h.

References m_weightsFile, and name.

{
  this->m_weightsFile = name;
};

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().

std::vector<float> PndMultiClassMlpClassify::m_EventContainer

private

Definition at line 90 of file PndMultiClassMlpClassify.h.

TMVA::Reader* PndMultiClassMlpClassify::m_reader

private

Definition at line 86 of file PndMultiClassMlpClassify.h.

std::string PndMultiClassMlpClassify::m_readerOptions

private

Reader options.

Definition at line 89 of file PndMultiClassMlpClassify.h.

Referenced by GetReaderOptions(), and SetReaderOptions().

std::string PndMultiClassMlpClassify::m_weightsFile

private

TMVA reader.

Weight file name.

Definition at line 88 of file PndMultiClassMlpClassify.h.

Referenced by GetWeightsFileName(), and SetWeightsFileName().

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

• PndMultiClassMlpClassify.h