#include <PndMvaDataSet.h>

Public Member Functions
	PndMvaDataSet (std::vector< std::pair< std::string, std::vector< float > *>> const &InputEvtsParam, std::vector< std::string > const &classNames, std::vector< std::string > const &varNames, AppType type)

	PndMvaDataSet (std::string const &WeightFile, std::vector< std::string > const &classNames, std::vector< std::string > const &varNames, AppType type)

virtual	~PndMvaDataSet ()
	Destructor. More...

virtual void	WriteDataSet (std::string const &outFile)

virtual void	InitClsCondMeans (std::set< size_t > const &excludeIndxs)

void	SetTrim (bool t)

std::vector< std::pair< std::string, std::vector< float > * > > const &	GetData () const
	Get available data vectors. More...

std::vector< PndMvaClass > const &	GetClasses () const
	Get the list of available classes (labels). More...

std::vector< PndMvaVariable > const &	GetVars () const
	Get the list of available variables. More...

std::map< std::string, std::vector< float > * > const &	GetClassCondMeans () const
	Get classconditional means for all classes (labels). More...

std::string const &	GetInFileName () const
	Get name of input file name (weight/event file). More...

virtual void	PCATransForm ()

bool	Used_PCA () const

void	Use_PCA (bool t)

PndMvaVarPCATransform const &	Get_PCA () const

NormType	GetNormType () const

void	SetNormType (NormType t)

AppType	GetAppType () const

void	SetAppType (AppType t)

virtual void	Initialize ()

size_t	GetRndSeed () const

void	SetRndSeed (size_t const sd)

Protected Member Functions
void	ReadInput ()

void	ReadWeightsFromFile ()

Detailed Description

Definition at line 76 of file PndMvaDataSet.h.

Constructor & Destructor Documentation

◆ PndMvaDataSet() [1/2]

PndMvaDataSet::PndMvaDataSet	(	std::vector< std::pair< std::string, std::vector< float > *>> const &	InputEvtsParam,
		std::vector< std::string > const &	classNames,
		std::vector< std::string > const &	varNames,
		AppType	type
	)

explicit

Constructor.

Parameters

InputEvtsParam	Input event data (attributes).
classNames	Names of available Labels (classes).
varNames	Available variable names.
type	Application Type.

Note: The data from "InputEvtsParam" is copied into the internal container. Use with caution in case of large data sets.

◆ PndMvaDataSet() [2/2]

PndMvaDataSet::PndMvaDataSet	(	std::string const &	WeightFile,
		std::vector< std::string > const &	classNames,
		std::vector< std::string > const &	varNames,
		AppType	type
	)

explicit

Constructor.

Parameters

inputFilename	Input File name.
classNames	Names of available Labels (classes).
varNames	Available variable names.
type	Application Type.

◆ ~PndMvaDataSet()

virtual PndMvaDataSet::~PndMvaDataSet ( )

virtual

Destructor.

Member Function Documentation

◆ Get_PCA()

PndMvaVarPCATransform const & PndMvaDataSet::Get_PCA ( ) const

inline

Get PCA object

Returns: PCA object containing PCA parameters.

Definition at line 350 of file PndMvaDataSet.h.

 {
   return m_PCA;
 };

◆ GetAppType()

AppType PndMvaDataSet::GetAppType ( ) const

inline

Returns: Application type.

Definition at line 362 of file PndMvaDataSet.h.

 {
   return m_AppType;
 };

◆ GetClassCondMeans()

std::map< std::string, std::vector< float > * > const & PndMvaDataSet::GetClassCondMeans ( ) const

inline

Get classconditional means for all classes (labels).

Definition at line 332 of file PndMvaDataSet.h.

 {
   return m_ClassCondMeans;
 };

◆ GetClasses()

std::vector< PndMvaClass > const & PndMvaDataSet::GetClasses ( ) const

inline

Get the list of available classes (labels).

Definition at line 322 of file PndMvaDataSet.h.

Referenced by PndMvaClassifier::GetClasses(), and PndMvaTrainer::GetClasses().

 {
   return m_classes;
 };

◆ GetData()

std::vector< std::pair< std::string, std::vector< float > * > > const & PndMvaDataSet::GetData ( ) const

inline

Get available data vectors.

Definition at line 316 of file PndMvaDataSet.h.

 {
   assert(m_events.size() != 0);
   return m_events;
 };

◆ GetInFileName()

std::string const & PndMvaDataSet::GetInFileName ( ) const

inline

Get name of input file name (weight/event file).

Definition at line 337 of file PndMvaDataSet.h.

 {
   return m_input;
 };

◆ GetNormType()

NormType PndMvaDataSet::GetNormType ( ) const

inline

Normalization type.

Definition at line 354 of file PndMvaDataSet.h.

 {
   return m_NormType;
 };

◆ GetRndSeed()

size_t PndMvaDataSet::GetRndSeed ( ) const

inline

Definition at line 306 of file PndMvaDataSet.h.

 {
   return this->m_RND_seed;
 };

◆ GetVars()

std::vector< PndMvaVariable > const & PndMvaDataSet::GetVars ( ) const

inline

Get the list of available variables.

Definition at line 327 of file PndMvaDataSet.h.

Referenced by PndMvaClassifier::GetVariables(), and PndMvaTrainer::GetVariables().

 {
   return m_vars;
 };

◆ InitClsCondMeans()

virtual void PndMvaDataSet::InitClsCondMeans ( std::set< size_t > const & excludeIndxs )

virtual

Initialize the class conditional means vectors and modifies the attributes of the available labels for this data set (PndMvaClass::NTrainEx); these are the events that are not to be excluded. These events are specified by the exclude indices set.

Parameters

excludeIndxs The set of event indices to exclude during the computation.

◆ Initialize()

virtual void PndMvaDataSet::Initialize ( )

virtual

Init Dataset. Determine how to handle input, based on the application type.

◆ PCATransForm()

virtual void PndMvaDataSet::PCATransForm ( )

virtual

Parameter decorrelation.

Performs PCA (Principal component analysis) on the input dataset.

◆ ReadInput()

void PndMvaDataSet::ReadInput ( )

protected

Read input event data.

◆ ReadWeightsFromFile()

void PndMvaDataSet::ReadWeightsFromFile ( )

protected

Read Weights and parameters from file.

◆ SetAppType()

void PndMvaDataSet::SetAppType ( AppType t )

inline

Parameters

t	Application type.

Definition at line 366 of file PndMvaDataSet.h.

Referenced by PndMvaClassifier::SetAppType(), and PndMvaTrainer::SetAppType().

 {
   m_AppType = t;
 };

◆ SetNormType()

void PndMvaDataSet::SetNormType ( NormType t )

inline

Parameters

t	Normalization type (VARX, MINMAX, MEDIAN).

Definition at line 358 of file PndMvaDataSet.h.

 {
   m_NormType = t;
 };

◆ SetRndSeed()

void PndMvaDataSet::SetRndSeed ( size_t const sd )

inline

Definition at line 311 of file PndMvaDataSet.h.

 {
   this->m_RND_seed = sd;
 };

◆ SetTrim()

void PndMvaDataSet::SetTrim ( bool t )

inline

If trimming is needed.

Parameters

t If trim.

Definition at line 370 of file PndMvaDataSet.h.

 {
   m_trim = t;
 };

◆ Use_PCA()

void PndMvaDataSet::Use_PCA ( bool t )

inline

Parameters

t	If apply PCA.

Definition at line 346 of file PndMvaDataSet.h.

 {
   m_UsePCA = t;
 };

◆ Used_PCA()

bool PndMvaDataSet::Used_PCA ( ) const

inline

Returns: If PCA was applied.

Definition at line 342 of file PndMvaDataSet.h.

 {
   return m_UsePCA;
 };

◆ WriteDataSet()

virtual void PndMvaDataSet::WriteDataSet ( std::string const & outFile )

virtual

Write the normalized DataSet to the out-put file.

Parameters

outFile File name to write to

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

PndMvaDataSet.h

Public Member Functions

Protected Member Functions

Detailed Description

Constructor & Destructor Documentation

◆ PndMvaDataSet() [1/2]

◆ PndMvaDataSet() [2/2]

◆ ~PndMvaDataSet()

Member Function Documentation

◆ Get_PCA()

◆ GetAppType()

◆ GetClassCondMeans()

◆ GetClasses()

◆ GetData()

◆ GetInFileName()

◆ GetNormType()

◆ GetRndSeed()

◆ GetVars()

◆ InitClsCondMeans()

◆ Initialize()

◆ PCATransForm()

◆ ReadInput()

◆ ReadWeightsFromFile()

◆ SetAppType()

◆ SetNormType()

◆ SetRndSeed()

◆ SetTrim()

◆ Use_PCA()

◆ Used_PCA()

◆ WriteDataSet()