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...
Public Member Functions inherited from PndMvaClassifier
	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	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...

Additional Inherited Members
Protected Member Functions inherited from PndMvaClassifier
virtual void	NormalizeEvent (std::vector< float > &EvtVector) const
	Normalize the given event vector. More...
void	SetAppType (AppType t)
Protected Attributes inherited from PndMvaClassifier
PndMvaDataSet	m_dataSets
	Data set. Holds event Weights. More...

Detailed Description

Definition at line 16 of file PndProjectedKNN.h.

Constructor & Destructor Documentation

PndProjectedKNN()

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.

~PndProjectedKNN()

virtual PndProjectedKNN::~PndProjectedKNN ( )

virtual

Destructor.

Member Function Documentation

Classify()

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

virtual

Classify Current event.

Implements PndMvaClassifier.

GetMvaValues()

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

virtual

Get pdf's.

Implements PndMvaClassifier.

InitKNN()

void PndProjectedKNN::InitKNN

(

)

Init classifiers.

SetEvtParam()

void PndProjectedKNN::SetEvtParam ( float const  scFact, double const  weight  )

inline

Set params.

Definition at line 58 of file PndProjectedKNN.h.

{
  m_ScaleFact = scFact;
  m_weight = weight;
};

SetKnn()

void PndProjectedKNN::SetKnn ( unsigned int const  val )

inline

Set number of neighbors.

Definition at line 64 of file PndProjectedKNN.h.

{
  m_knn = val;
};

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

• PndProjectedKNN.h