PndStdKnnClassify Class Reference

#include <PndStdKnnClassify.h>

Inheritance diagram for PndStdKnnClassify:

Public Member Functions
	PndStdKnnClassify (std::string const &inputFile, std::vector< std::string > const &classNames, std::vector< std::string > const &varNames)
virtual	~PndStdKnnClassify ()
	Destructor. More...
void	GetMvaValues (std::vector< float > eventData, std::map< std::string, float > &result)
std::string *	Classify (std::vector< float > EvtData)
void	SetKNN (unsigned int const nNeighbours)
unsigned int	GetKnn () const
void	Initialize ()
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...
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 23 of file PndStdKnnClassify.h.

Constructor & Destructor Documentation

PndStdKnnClassify()

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

explicit

Parameters

inputFile	The name of the file that holds the weights
classNames	The names of classes to which an event might be assigned to.
varNames	Variable names from which the feature vector is built.

~PndStdKnnClassify()

virtual PndStdKnnClassify::~PndStdKnnClassify ( )

virtual

Destructor.

Member Function Documentation

Classify()

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

virtual

Given a feature vector describing the pattern. Classifies the pattern.

Parameters

EvtData

Input vector describing the pattern.

Returns

The name of the class to which the current pattern is assigned.

Implements PndMvaClassifier.

GetKnn()

unsigned int PndStdKnnClassify::GetKnn ( ) const

inline

Get number of neighbors.

Definition at line 79 of file PndStdKnnClassify.h.

{
  return m_Knn;
};

GetMvaValues()

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

virtual

Classification function.

Parameters

EvtData	Feature vector of the current event which we want to classify.
result	Holds the normalized results of classification for every class of events.

Implements PndMvaClassifier.

Initialize()

void PndStdKnnClassify::Initialize ( )

virtual

Initialize classifier.

Reimplemented from PndMvaClassifier.

SetKNN()

void PndStdKnnClassify::SetKNN ( unsigned int const  nNeighbours )

inline

Parameters

Neighbours

Number of Neighbours.

Definition at line 84 of file PndStdKnnClassify.h.

{
  m_Knn = nNeighbours;
};

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

• PndStdKnnClassify.h