PndProjectedKNN Class Reference

#include <PndProjectedKNN.h>

Inheritance diagram for PndProjectedKNN:

Public Member Functions
	PndProjectedKNN (std::string const &inputFile, std::vector< std::string > const &classNames, std::vector< std::string > const &varNames, std::vector< std::vector< std::string > > const &varCombinations)
	Constructor. More...
virtual	~PndProjectedKNN ()
	Destructor. More...
void	GetMvaValues (std::vector< float > eventData, std::map< std::string, float > &result)
	Get pdf's. More...
std::string *	Classify (std::vector< float > EvtData)
	Classify Current event. More...
void	SetEvtParam (float const scFact, double const weight)
	Set params. More...
void	SetKnn (unsigned int const val)
	Set number of neighbors. More...
void	InitKNN ()
	Init classifiers. More...
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
	PndProjectedKNN (PndProjectedKNN const &other)
	to avoid mistakes. More...
PndProjectedKNN &	operator= (PndProjectedKNN const &other)
void	destroy ()

Private Attributes
std::vector< std::vector < std::string > >	m_varCombinations
std::vector< std::pair < PndKnnClassify *, std::vector< int > * > >	m_classifiers
float	m_ScaleFact
double	m_weight
	Scale factor. More...
unsigned int	m_knn
	Weight. More...

Detailed Description

Definition at line 16 of file PndProjectedKNN.h.

Constructor & Destructor Documentation

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

explicit

Constructor.

virtual PndProjectedKNN::~PndProjectedKNN ( )

virtual

Destructor.

PndProjectedKNN::PndProjectedKNN ( PndProjectedKNN const &  other )

private

to avoid mistakes.

Member Function Documentation

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

virtual

Classify Current event.

Implements PndMvaClassifier.

void PndProjectedKNN::destroy ( )

private

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

virtual

Get pdf's.

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().

void PndProjectedKNN::InitKNN

(

)

Init classifiers.

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

protectedvirtualinherited

Normalize the given event vector.

PndProjectedKNN& PndProjectedKNN::operator= ( PndProjectedKNN 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 PndProjectedKNN::SetEvtParam ( float const  scFact, double const  weight  )

inline

Set params.

Definition at line 62 of file PndProjectedKNN.h.

References m_ScaleFact, and m_weight.

{
  m_ScaleFact = scFact;
  m_weight = weight;
};

void PndProjectedKNN::SetKnn ( unsigned int const  val )

inline

Set number of neighbors.

Definition at line 68 of file PndProjectedKNN.h.

References m_knn, and val.

{
  m_knn = val;
};

Member Data Documentation

std::vector<std::pair<PndKnnClassify*, std::vector<int>*> > PndProjectedKNN::m_classifiers

private

Definition at line 54 of file PndProjectedKNN.h.

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().

unsigned int PndProjectedKNN::m_knn

private

Weight.

Definition at line 58 of file PndProjectedKNN.h.

Referenced by SetKnn().

float PndProjectedKNN::m_ScaleFact

private

Definition at line 56 of file PndProjectedKNN.h.

Referenced by SetEvtParam().

std::vector<std::vector<std::string> > PndProjectedKNN::m_varCombinations

private

Definition at line 51 of file PndProjectedKNN.h.

double PndProjectedKNN::m_weight

private

Scale factor.

Definition at line 57 of file PndProjectedKNN.h.

Referenced by SetEvtParam().

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

• PndProjectedKNN.h