PndLVQClassify Class Reference

Interface definition of the LVQ classifier. More...

#include <PndLVQClassify.h>

Inheritance diagram for PndLVQClassify:

Public Member Functions
	PndLVQClassify (std::string const &inputFile, std::vector< std::string > const &classNames, std::vector< std::string > const &varNames)
virtual	~PndLVQClassify ()
void	GetMvaValues (std::vector< float > eventData, std::map< std::string, float > &result)
std::string *	Classify (std::vector< float > EvtData)
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

Interface definition of the LVQ classifier.

Definition at line 21 of file PndLVQClassify.h.

Constructor & Destructor Documentation

PndLVQClassify()

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

explicit

Constructor:

Parameters

inputFile	Input file name (Weights).
classNames	class names.
varNames	variable names of the features.

~PndLVQClassify()

virtual PndLVQClassify::~PndLVQClassify ( )

virtual

Destructor

Member Function Documentation

Classify()

std::string* PndLVQClassify::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.

GetMvaValues()

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

virtual

Parameters

eventData	Event data to be classified.
result	Classification results. Currently the shortest distance for each class is stored in result.

Implements PndMvaClassifier.

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

• PndLVQClassify.h