PndMultiClassBdtTrain Class Reference

#include <PndMultiClassBdtTrain.h>

Inheritance diagram for PndMultiClassBdtTrain:

Public Member Functions
	PndMultiClassBdtTrain (std::string const &InPut, std::vector< std::string > const &ClassNames, std::vector< std::string > const &VarNames, bool trim=true)
virtual	~PndMultiClassBdtTrain ()
void	Train ()
void	storeWeights ()
void	Initialize ()
void	SetJobName (std::string const &name)
void	SetTransformation (std::string const &tran)
void	SetBdtOptions (std::string const &opts)
void	SetEvalFileName (std::string const &fname)
void	SetWeightsOutDir (std::string const &dirName)
void	SetEvaluation (bool evaluate)
std::string const &	GetJobName () const
std::string const &	GetTransformation () const
std::string const &	GetBdtOptions () const
std::string const &	GetEvalFileName () const
std::string const &	GetWeightsOutDir () const
Public Member Functions inherited from PndMvaTrainer
	PndMvaTrainer (std::vector< std::pair< std::string, std::vector< float > *>> const &InputEvtsParam, std::vector< std::string > const &ClassNames, std::vector< std::string > const &VarNames, bool trim=true)
	PndMvaTrainer (std::string const &InPut, std::vector< std::string > const &ClassNames, std::vector< std::string > const &VarNames, bool trim=true)
virtual	~PndMvaTrainer ()
	Destructor. More...
void	SetTestSetSize (size_t percent=50)
void	SetTestSet (std::set< size_t > const &testSet)
void	NormalizeData (NormType t=NONORM)
void	PCATransForm ()
void	SetOutPutFile (std::string const &outFile)
void	WriteErroVect (std::string const &FileName) const
std::vector< StepError > const &	GetErrorValues () const
std::set< size_t > const &	GetTestEvetIdx () const
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...
virtual void	EvalClassifierError ()
size_t	GetRndSeed () const
void	SetRndSeed (size_t const sd)

Additional Inherited Members
Protected Member Functions inherited from PndMvaTrainer
void	SetAppType (AppType t)
void	WriteToWeightFile (std::vector< std::pair< std::string, std::vector< float > *>> const &weights) const
void	splitTetsSet ()
Protected Attributes inherited from PndMvaTrainer
std::set< size_t >	m_testSet_indices
	Indices of the test set. More...
PndMvaDataSet	m_dataSets
	Data set. Holds event values. More...
std::vector< StepError >	m_StepErro
	Container to keep per step error values. More...
std::string	m_outFile
	Output filename. More...
size_t	m_RND_seed
	Random seed. More...

Detailed Description

Definition at line 41 of file PndMultiClassBdtTrain.h.

Constructor & Destructor Documentation

PndMultiClassBdtTrain()

PndMultiClassBdtTrain::PndMultiClassBdtTrain ( std::string const &  InPut, std::vector< std::string > const &  ClassNames, std::vector< std::string > const &  VarNames, bool  trim = true  )

explicit

Constructor.

Parameters

InPut	The file containig the event data.
ClassNames	Labels of the classes to be used.
VarNames	The name of the involved variables(features).
trim	If the data set needs to be trimmed.

~PndMultiClassBdtTrain()

virtual PndMultiClassBdtTrain::~PndMultiClassBdtTrain ( )

virtual

Destructor.

Member Function Documentation

GetBdtOptions()

std::string const & PndMultiClassBdtTrain::GetBdtOptions ( ) const

inline

Definition at line 162 of file PndMultiClassBdtTrain.h.

{
  return m_BdtOptions;
};

GetEvalFileName()

std::string const & PndMultiClassBdtTrain::GetEvalFileName ( ) const

inline

Definition at line 172 of file PndMultiClassBdtTrain.h.

{
  return m_evalFileName;
};

GetJobName()

std::string const & PndMultiClassBdtTrain::GetJobName ( ) const

inline

Definition at line 152 of file PndMultiClassBdtTrain.h.

{
  return m_JName;
};

GetTransformation()

std::string const & PndMultiClassBdtTrain::GetTransformation ( ) const

inline

Definition at line 157 of file PndMultiClassBdtTrain.h.

{
  return m_transform;
};

GetWeightsOutDir()

std::string const & PndMultiClassBdtTrain::GetWeightsOutDir ( ) const

inline

Definition at line 182 of file PndMultiClassBdtTrain.h.

{
  return m_weightDirName;
};

Initialize()

void PndMultiClassBdtTrain::Initialize ( )

virtual

Initialize Classifier and data structures.

Reimplemented from PndMvaTrainer.

SetBdtOptions()

void PndMultiClassBdtTrain::SetBdtOptions ( std::string const &  opts )

inline

Definition at line 147 of file PndMultiClassBdtTrain.h.

{
  this->m_BdtOptions = opt;
};

SetEvalFileName()

void PndMultiClassBdtTrain::SetEvalFileName ( std::string const &  fname )

inline

Definition at line 167 of file PndMultiClassBdtTrain.h.

{
  this->m_evalFileName = fname;
};

SetEvaluation()

void PndMultiClassBdtTrain::SetEvaluation ( bool  evaluate )

inline

Definition at line 187 of file PndMultiClassBdtTrain.h.

{
  this->m_Evaluate = evaluate;
};

SetJobName()

void PndMultiClassBdtTrain::SetJobName ( std::string const &  name )

inline

Definition at line 137 of file PndMultiClassBdtTrain.h.

{
  this->m_JName = name;
};

SetTransformation()

void PndMultiClassBdtTrain::SetTransformation ( std::string const &  tran )

inline

Definition at line 142 of file PndMultiClassBdtTrain.h.

{
  this->m_transform = tr;
};

SetWeightsOutDir()

void PndMultiClassBdtTrain::SetWeightsOutDir ( std::string const &  dirName )

inline

Definition at line 177 of file PndMultiClassBdtTrain.h.

{
  this->m_weightDirName = dirName;
};

storeWeights()

void PndMultiClassBdtTrain::storeWeights ( )

virtual

Store weights in the output File. If output file name is not specified, then write nothing.

Implements PndMvaTrainer.

Train()

void PndMultiClassBdtTrain::Train ( )

virtual

Train the classifier.

Implements PndMvaTrainer.

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

• PndMultiClassBdtTrain.h