TMVA::ResultsMulticlass Class Reference

#include <ResultsMulticlass.h>

Inheritance diagram for TMVA::ResultsMulticlass:

List of all members.

Public Member Functions
	ResultsMulticlass (const DataSetInfo *dsi)
	~ResultsMulticlass ()
void	SetValue (std::vector< Float_t > &value, Int_t ievt)
void	Resize (Int_t entries)
void	Clear ()
Long64_t	GetSize () const
virtual const std::vector< Float_t > &	operator[] (Int_t ievt) const
std::vector< std::vector< Float_t > > *	GetValueVector ()
Types::EAnalysisType	GetAnalysisType ()
Float_t	GetAchievableEff (UInt_t cls)
Float_t	GetAchievablePur (UInt_t cls)
std::vector< Float_t > &	GetAchievableEff ()
std::vector< Float_t > &	GetAchievablePur ()
void	CreateMulticlassHistos (TString prefix, Int_t nbins, Int_t nbins_high)
Double_t	EstimatorFunction (std::vector< Double_t > &)
std::vector< Double_t >	GetBestMultiClassCuts (UInt_t targetClass)
	ResultsMulticlass (const DataSetInfo *dsi)
	~ResultsMulticlass ()
void	SetValue (std::vector< Float_t > &value, Int_t ievt)
void	Resize (Int_t entries)
void	Clear ()
Long64_t	GetSize () const
virtual const std::vector< Float_t > &	operator[] (Int_t ievt) const
std::vector< std::vector< Float_t > > *	GetValueVector ()
Types::EAnalysisType	GetAnalysisType ()
Float_t	GetAchievableEff (UInt_t cls)
Float_t	GetAchievablePur (UInt_t cls)
std::vector< Float_t > &	GetAchievableEff ()
std::vector< Float_t > &	GetAchievablePur ()
void	CreateMulticlassHistos (TString prefix, Int_t nbins, Int_t nbins_high)
Double_t	EstimatorFunction (std::vector< Double_t > &)
std::vector< Double_t >	GetBestMultiClassCuts (UInt_t targetClass)
Private Member Functions
MsgLogger &	Log () const
	message logger
MsgLogger &	Log () const
	message logger
Private Attributes
std::vector< std::vector< Float_t > >	fMultiClassValues
MsgLogger *	fLogger
	mva values (Results)
UInt_t	fClassToOptimize
std::vector< Float_t >	fAchievableEff
std::vector< Float_t >	fAchievablePur
std::vector< std::vector< Double_t > >	fBestCuts
std::vector< std::vector< Float_t > >	fMultiClassValues
MsgLogger *	fLogger
	mva values (Results)
std::vector< Float_t >	fAchievableEff
std::vector< Float_t >	fAchievablePur
std::vector< std::vector< Double_t > >	fBestCuts

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Detailed Description

Definition at line 63 of file ResultsMulticlass.h.

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Constructor & Destructor Documentation

TMVA::ResultsMulticlass::ResultsMulticlass

(

const DataSetInfo *

dsi

)

Definition at line 38 of file ResultsMulticlass.cxx.

TMVA::ResultsMulticlass::~ResultsMulticlass

(

)

Definition at line 51 of file ResultsMulticlass.cxx.

References fLogger.

TMVA::ResultsMulticlass::ResultsMulticlass

(

const DataSetInfo *

dsi

)

TMVA::ResultsMulticlass::~ResultsMulticlass

(

)

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Member Function Documentation

void TMVA::ResultsMulticlass::SetValue	(	std::vector< Float_t > &	value,
		Int_t	ievt
	)

Definition at line 58 of file ResultsMulticlass.cxx.

References fMultiClassValues.

void TMVA::ResultsMulticlass::Resize

(

Int_t

entries

)

[inline]

Definition at line 72 of file ResultsMulticlass.h.

References fMultiClassValues.

void TMVA::ResultsMulticlass::Clear

(

)

[inline]

Definition at line 73 of file ResultsMulticlass.h.

References fMultiClassValues.

Long64_t TMVA::ResultsMulticlass::GetSize

(

)

const [inline]

Definition at line 76 of file ResultsMulticlass.h.

References fMultiClassValues.

virtual const std::vector< Float_t >& TMVA::ResultsMulticlass::operator[]

(

Int_t

ievt

)

const [inline, virtual]

Implements TMVA::Results.

Definition at line 77 of file ResultsMulticlass.h.

References fMultiClassValues.

std::vector<std::vector< Float_t> >* TMVA::ResultsMulticlass::GetValueVector

(

)

[inline]

Definition at line 78 of file ResultsMulticlass.h.

References fMultiClassValues.

Types::EAnalysisType TMVA::ResultsMulticlass::GetAnalysisType

(

void

)

[inline, virtual]

Reimplemented from TMVA::Results.

Definition at line 80 of file ResultsMulticlass.h.

References TMVA::Types::kMulticlass.

Float_t TMVA::ResultsMulticlass::GetAchievableEff

(

UInt_t

cls

)

[inline]

Definition at line 81 of file ResultsMulticlass.h.

References fAchievableEff.

Referenced by TMVA::MethodBase::GetMulticlassEfficiency(), and TMVA::MethodBase::GetMulticlassTrainingEfficiency().

Float_t TMVA::ResultsMulticlass::GetAchievablePur

(

UInt_t

cls

)

[inline]

Definition at line 82 of file ResultsMulticlass.h.

References fAchievablePur.

Referenced by TMVA::MethodBase::GetMulticlassEfficiency(), and TMVA::MethodBase::GetMulticlassTrainingEfficiency().

std::vector<Float_t>& TMVA::ResultsMulticlass::GetAchievableEff

(

)

[inline]

Definition at line 83 of file ResultsMulticlass.h.

References fAchievableEff.

std::vector<Float_t>& TMVA::ResultsMulticlass::GetAchievablePur

(

)

[inline]

Definition at line 84 of file ResultsMulticlass.h.

References fAchievablePur.

void TMVA::ResultsMulticlass::CreateMulticlassHistos	(	TString	prefix,
		Int_t	nbins,
		Int_t	nbins_high
	)

Definition at line 141 of file ResultsMulticlass.cxx.

References TString::Data(), Endl, fMultiClassValues, Form(), TMVA::DataSetInfo::GetClassInfo(), TMVA::Results::GetDataSet(), TMVA::Results::GetDataSetInfo(), TMVA::DataSet::GetEvent(), TMVA::ClassInfo::GetName(), TMVA::DataSetInfo::GetNClasses(), TMVA::DataSet::GetNEvents(), TMVA::Results::GetTreeType(), TMVA::gTools(), TMVA::kINFO, Log(), name, TMVA::Tools::NormHist(), prefix, TMVA::DataSet::SetCurrentType(), TMVA::Results::Store(), w, xmax, and xmin.

Double_t TMVA::ResultsMulticlass::EstimatorFunction

(

std::vector< Double_t > &

)

[virtual]

Implements TMVA::IFitterTarget.

Definition at line 66 of file ResultsMulticlass.cxx.

References fAchievableEff, fAchievablePur, fClassToOptimize, fMultiClassValues, TMVA::Results::GetDataSet(), TMVA::DataSet::GetEvent(), TMVA::DataSet::GetNEvents(), TMVA::Results::GetTreeType(), max, TMVA::DataSet::SetCurrentType(), and w.

std::vector< Double_t > TMVA::ResultsMulticlass::GetBestMultiClassCuts

(

UInt_t

targetClass

)

Definition at line 110 of file ResultsMulticlass.cxx.

References Endl, fBestCuts, fClassToOptimize, TMVA::DataSetInfo::GetClassInfo(), TMVA::Results::GetDataSetInfo(), TMVA::ClassInfo::GetName(), TMVA::DataSetInfo::GetNClasses(), TMVA::kINFO, Log(), n, name, opts, result(), and TMVA::GeneticFitter::Run().

Referenced by TMVA::MethodBase::GetMulticlassTrainingEfficiency(), and TMVA::MethodBase::TestMulticlass().

MsgLogger& TMVA::ResultsMulticlass::Log

(

)

const [inline, private]

message logger

Reimplemented from TMVA::Results.

Definition at line 95 of file ResultsMulticlass.h.

References fLogger.

Referenced by CreateMulticlassHistos(), and GetBestMultiClassCuts().

void TMVA::ResultsMulticlass::SetValue	(	std::vector< Float_t > &	value,
		Int_t	ievt
	)

void TMVA::ResultsMulticlass::Resize

(

Int_t

entries

)

[inline]

Definition at line 72 of file ResultsMulticlass.h.

References fMultiClassValues.

void TMVA::ResultsMulticlass::Clear

(

)

[inline]

Definition at line 73 of file ResultsMulticlass.h.

References fMultiClassValues.

Long64_t TMVA::ResultsMulticlass::GetSize

(

)

const [inline]

Definition at line 76 of file ResultsMulticlass.h.

References fMultiClassValues.

virtual const std::vector< Float_t >& TMVA::ResultsMulticlass::operator[]

(

Int_t

ievt

)

const [inline, virtual]

Implements TMVA::Results.

Definition at line 77 of file ResultsMulticlass.h.

References fMultiClassValues.

std::vector<std::vector< Float_t> >* TMVA::ResultsMulticlass::GetValueVector

(

)

[inline]

Definition at line 78 of file ResultsMulticlass.h.

References fMultiClassValues.

Types::EAnalysisType TMVA::ResultsMulticlass::GetAnalysisType

(

void

)

[inline, virtual]

Reimplemented from TMVA::Results.

Definition at line 80 of file ResultsMulticlass.h.

References TMVA::Types::kMulticlass.

Float_t TMVA::ResultsMulticlass::GetAchievableEff

(

UInt_t

cls

)

[inline]

Definition at line 81 of file ResultsMulticlass.h.

References fAchievableEff.

Float_t TMVA::ResultsMulticlass::GetAchievablePur

(

UInt_t

cls

)

[inline]

Definition at line 82 of file ResultsMulticlass.h.

References fAchievablePur.

std::vector<Float_t>& TMVA::ResultsMulticlass::GetAchievableEff

(

)

[inline]

Definition at line 83 of file ResultsMulticlass.h.

References fAchievableEff.

std::vector<Float_t>& TMVA::ResultsMulticlass::GetAchievablePur

(

)

[inline]

Definition at line 84 of file ResultsMulticlass.h.

References fAchievablePur.

void TMVA::ResultsMulticlass::CreateMulticlassHistos	(	TString	prefix,
		Int_t	nbins,
		Int_t	nbins_high
	)

Double_t TMVA::ResultsMulticlass::EstimatorFunction

(

std::vector< Double_t > &

)

[virtual]

Implements TMVA::IFitterTarget.

std::vector<Double_t> TMVA::ResultsMulticlass::GetBestMultiClassCuts

(

UInt_t

targetClass

)

MsgLogger& TMVA::ResultsMulticlass::Log

(

)

const [inline, private]

message logger

Reimplemented from TMVA::Results.

Definition at line 95 of file ResultsMulticlass.h.

References fLogger.

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Member Data Documentation

std::vector<std::vector< Float_t> > TMVA::ResultsMulticlass::fMultiClassValues [mutable, private]

Definition at line 93 of file ResultsMulticlass.h.

Referenced by Clear(), CreateMulticlassHistos(), EstimatorFunction(), GetSize(), GetValueVector(), operator[](), Resize(), and SetValue().

MsgLogger* TMVA::ResultsMulticlass::fLogger [mutable, private]

mva values (Results)

Reimplemented from TMVA::Results.

Definition at line 94 of file ResultsMulticlass.h.

Referenced by Log(), and ~ResultsMulticlass().

UInt_t TMVA::ResultsMulticlass::fClassToOptimize [private]

Definition at line 96 of file ResultsMulticlass.h.

Referenced by EstimatorFunction(), and GetBestMultiClassCuts().

std::vector<Float_t> TMVA::ResultsMulticlass::fAchievableEff [private]

Definition at line 97 of file ResultsMulticlass.h.

Referenced by EstimatorFunction(), and GetAchievableEff().

std::vector<Float_t> TMVA::ResultsMulticlass::fAchievablePur [private]

Definition at line 98 of file ResultsMulticlass.h.

Referenced by EstimatorFunction(), and GetAchievablePur().

std::vector<std::vector<Double_t> > TMVA::ResultsMulticlass::fBestCuts [private]

Definition at line 99 of file ResultsMulticlass.h.

Referenced by GetBestMultiClassCuts().

std::vector<std::vector< Float_t> > TMVA::ResultsMulticlass::fMultiClassValues [mutable, private]

Definition at line 93 of file ResultsMulticlass.h.

MsgLogger* TMVA::ResultsMulticlass::fLogger [mutable, private]

mva values (Results)

Reimplemented from TMVA::Results.

Definition at line 94 of file ResultsMulticlass.h.

std::vector<Float_t> TMVA::ResultsMulticlass::fAchievableEff [private]

Definition at line 97 of file ResultsMulticlass.h.

std::vector<Float_t> TMVA::ResultsMulticlass::fAchievablePur [private]

Definition at line 98 of file ResultsMulticlass.h.

std::vector<std::vector<Double_t> > TMVA::ResultsMulticlass::fBestCuts [private]

Definition at line 99 of file ResultsMulticlass.h.

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

• include/TMVA/ResultsMulticlass.h
• tmva/inc/ResultsMulticlass.h
• tmva/src/ResultsMulticlass.cxx

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