TMVA::MethodHMatrix Class Reference

#include <MethodHMatrix.h>

Inheritance diagram for TMVA::MethodHMatrix:

List of all members.

Public Member Functions
	MethodHMatrix (const TString &jobName, const TString &methodTitle, DataSetInfo &theData, const TString &theOption="", TDirectory *theTargetDir=0)
	MethodHMatrix (DataSetInfo &theData, const TString &theWeightFile, TDirectory *theTargetDir=NULL)
virtual	~MethodHMatrix ()
virtual Bool_t	HasAnalysisType (Types::EAnalysisType type, UInt_t numberClasses, UInt_t numberTargets)
void	Train ()
void	AddWeightsXMLTo (void *parent) const
void	ReadWeightsFromStream (istream &istr)
void	ReadWeightsFromXML (void *wghtnode)
Double_t	GetMvaValue (Double_t *err=0, Double_t *errUpper=0)
const Ranking *	CreateRanking ()
	MethodHMatrix (const TString &jobName, const TString &methodTitle, DataSetInfo &theData, const TString &theOption="", TDirectory *theTargetDir=0)
	MethodHMatrix (DataSetInfo &theData, const TString &theWeightFile, TDirectory *theTargetDir=NULL)
virtual	~MethodHMatrix ()
virtual Bool_t	HasAnalysisType (Types::EAnalysisType type, UInt_t numberClasses, UInt_t numberTargets)
void	Train ()
void	AddWeightsXMLTo (void *parent) const
void	ReadWeightsFromStream (istream &istr)
void	ReadWeightsFromXML (void *wghtnode)
Double_t	GetMvaValue (Double_t *err=0, Double_t *errUpper=0)
const Ranking *	CreateRanking ()
Protected Member Functions
void	MakeClassSpecific (std::ostream &, const TString &) const
void	GetHelpMessage () const
void	MakeClassSpecific (std::ostream &, const TString &) const
void	GetHelpMessage () const
Private Member Functions
void	DeclareOptions ()
void	ProcessOptions ()
Double_t	GetChi2 (Event *e, Types::ESBType) const
Double_t	GetChi2 (Types::ESBType) const
void	ComputeCovariance (Bool_t, TMatrixD *)
void	Init ()
void	DeclareOptions ()
void	ProcessOptions ()
Double_t	GetChi2 (Event *e, Types::ESBType) const
Double_t	GetChi2 (Types::ESBType) const
void	ComputeCovariance (Bool_t, TMatrixD *)
void	Init ()
Private Attributes
TMatrixD *	fInvHMatrixS
TMatrixD *	fInvHMatrixB
TVectorD *	fVecMeanS
TVectorD *	fVecMeanB
TMatrixD *	fInvHMatrixS
TMatrixD *	fInvHMatrixB
TVectorD *	fVecMeanS
TVectorD *	fVecMeanB

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Detailed Description

Definition at line 62 of file MethodHMatrix.h.

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Constructor & Destructor Documentation

TMVA::MethodHMatrix::MethodHMatrix	(	const TString &	jobName,
		const TString &	methodTitle,
		DataSetInfo &	theData,
		const TString &	theOption = "",
		TDirectory *	theTargetDir = 0
	)

TMVA::MethodHMatrix::MethodHMatrix	(	DataSetInfo &	theData,
		const TString &	theWeightFile,
		TDirectory *	theTargetDir = NULL
	)

Definition at line 78 of file MethodHMatrix.cxx.

TMVA::MethodHMatrix::~MethodHMatrix

(

)

[virtual]

Definition at line 103 of file MethodHMatrix.cxx.

References fInvHMatrixB, fInvHMatrixS, fVecMeanB, fVecMeanS, and NULL.

TMVA::MethodHMatrix::MethodHMatrix	(	const TString &	jobName,
		const TString &	methodTitle,
		DataSetInfo &	theData,
		const TString &	theOption = "",
		TDirectory *	theTargetDir = 0
	)

TMVA::MethodHMatrix::MethodHMatrix	(	DataSetInfo &	theData,
		const TString &	theWeightFile,
		TDirectory *	theTargetDir = NULL
	)

virtual TMVA::MethodHMatrix::~MethodHMatrix

(

)

[virtual]

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Member Function Documentation

Bool_t TMVA::MethodHMatrix::HasAnalysisType	(	Types::EAnalysisType	type,
		UInt_t	numberClasses,
		UInt_t	numberTargets
	)			[virtual]

Implements TMVA::IMethod.

Definition at line 113 of file MethodHMatrix.cxx.

References TMVA::Types::kClassification, kFALSE, and kTRUE.

void TMVA::MethodHMatrix::Train

(

)

[virtual]

Implements TMVA::MethodBase.

Definition at line 134 of file MethodHMatrix.cxx.

References TMath::Abs(), ComputeCovariance(), TMatrixT< Element >::Determinant(), E, Endl, fInvHMatrixB, fInvHMatrixS, TMatrixT< Element >::Invert(), kFALSE, TMVA::kFATAL, kTRUE, TMVA::kWARNING, and TMVA::Configurable::Log().

void TMVA::MethodHMatrix::AddWeightsXMLTo

(

void *

parent

)

const [virtual]

Implements TMVA::MethodBase.

Definition at line 314 of file MethodHMatrix.cxx.

References TMVA::Tools::AddChild(), fInvHMatrixB, fInvHMatrixS, fVecMeanB, fVecMeanS, TMVA::gTools(), TMVA::Tools::WriteTMatrixDToXML(), and TMVA::Tools::WriteTVectorDToXML().

void TMVA::MethodHMatrix::ReadWeightsFromStream

(

istream &

istr

)

Definition at line 335 of file MethodHMatrix.cxx.

References dummy, fInvHMatrixB, fInvHMatrixS, fVecMeanB, fVecMeanS, and TMVA::MethodBase::GetNvar().

void TMVA::MethodHMatrix::ReadWeightsFromXML

(

void *

wghtnode

)

[virtual]

Implements TMVA::MethodBase.

Definition at line 323 of file MethodHMatrix.cxx.

References fInvHMatrixB, fInvHMatrixS, fVecMeanB, fVecMeanS, TMVA::Tools::GetChild(), TMVA::Tools::GetNextChild(), TMVA::gTools(), TMVA::Tools::ReadTMatrixDFromXML(), and TMVA::Tools::ReadTVectorDFromXML().

Double_t TMVA::MethodHMatrix::GetMvaValue	(	Double_t *	err = 0,
		Double_t *	errUpper = 0
	)			[virtual]

Implements TMVA::MethodBase.

Definition at line 238 of file MethodHMatrix.cxx.

References b, Endl, GetChi2(), TMVA::Types::kBackground, TMVA::kFATAL, TMVA::Types::kSignal, TMVA::Configurable::Log(), TMVA::MethodBase::NoErrorCalc(), and s.

const Ranking* TMVA::MethodHMatrix::CreateRanking

(

)

[inline, virtual]

Implements TMVA::MethodBase.

Definition at line 95 of file MethodHMatrix.h.

void TMVA::MethodHMatrix::MakeClassSpecific	(	std::ostream &	,
		const TString &
	)			const [protected, virtual]

Reimplemented from TMVA::MethodBase.

Definition at line 361 of file MethodHMatrix.cxx.

References fInvHMatrixS, fVecMeanS, TMVA::MethodBase::GetNvar(), TMVA::Types::kBackground, and TMVA::Types::kSignal.

void TMVA::MethodHMatrix::GetHelpMessage

(

)

const [protected, virtual]

Implements TMVA::IMethod.

Definition at line 436 of file MethodHMatrix.cxx.

References TMVA::Tools::Color(), Endl, TMVA::gTools(), and TMVA::Configurable::Log().

void TMVA::MethodHMatrix::DeclareOptions

(

)

[private, virtual]

Implements TMVA::MethodBase.

Definition at line 122 of file MethodHMatrix.cxx.

void TMVA::MethodHMatrix::ProcessOptions

(

)

[private, virtual]

Implements TMVA::MethodBase.

Definition at line 128 of file MethodHMatrix.cxx.

Double_t TMVA::MethodHMatrix::GetChi2	(	Event *	e,
		Types::ESBType
	)			const [private]

Definition at line 253 of file MethodHMatrix.cxx.

References Endl, TMVA::MethodBase::GetNvar(), TMVA::Event::GetValue(), TMVA::MethodBase::GetXmax(), TMVA::MethodBase::GetXmin(), TMVA::gTools(), TMVA::MethodBase::IsNormalised(), TMVA::kFATAL, TMVA::Types::kSignal, TMVA::Configurable::Log(), TMVA::Tools::NormVariable(), and val.

Referenced by GetMvaValue().

Double_t TMVA::MethodHMatrix::GetChi2

(

Types::ESBType

)

const [private]

Definition at line 284 of file MethodHMatrix.cxx.

References Endl, TMVA::MethodBase::GetEvent(), TMVA::MethodBase::GetNvar(), TMVA::Event::GetValue(), TMVA::kFATAL, TMVA::Types::kSignal, TMVA::Configurable::Log(), and val.

void TMVA::MethodHMatrix::ComputeCovariance	(	Bool_t	,
		TMatrixD *
	)			[private]

Definition at line 175 of file MethodHMatrix.cxx.

References TMVA::MethodBase::Data(), TMVA::MethodBase::DataInfo(), fVecMeanB, fVecMeanS, TMVA::MethodBase::GetEvent(), TMVA::DataSet::GetNEvents(), TMVA::DataSetInfo::GetNVariables(), i, TMVA::MethodBase::IgnoreEventsWithNegWeightsInTraining(), TMVA::Types::kTraining, and TMVA::DataSet::SetCurrentType().

Referenced by Train().

void TMVA::MethodHMatrix::Init

(

)

[private, virtual]

Implements TMVA::MethodBase.

Definition at line 87 of file MethodHMatrix.cxx.

References fInvHMatrixB, fInvHMatrixS, fVecMeanB, fVecMeanS, TMVA::MethodBase::GetNvar(), and TMVA::MethodBase::SetSignalReferenceCut().

virtual Bool_t TMVA::MethodHMatrix::HasAnalysisType	(	Types::EAnalysisType	type,
		UInt_t	numberClasses,
		UInt_t	numberTargets
	)			[virtual]

Implements TMVA::IMethod.

void TMVA::MethodHMatrix::Train

(

)

[virtual]

Implements TMVA::MethodBase.

void TMVA::MethodHMatrix::AddWeightsXMLTo

(

void *

parent

)

const [virtual]

Implements TMVA::MethodBase.

void TMVA::MethodHMatrix::ReadWeightsFromStream

(

istream &

istr

)

void TMVA::MethodHMatrix::ReadWeightsFromXML

(

void *

wghtnode

)

[virtual]

Implements TMVA::MethodBase.

Double_t TMVA::MethodHMatrix::GetMvaValue	(	Double_t *	err = 0,
		Double_t *	errUpper = 0
	)			[virtual]

Implements TMVA::MethodBase.

const Ranking* TMVA::MethodHMatrix::CreateRanking

(

)

[inline, virtual]

Implements TMVA::MethodBase.

Definition at line 95 of file MethodHMatrix.h.

void TMVA::MethodHMatrix::MakeClassSpecific	(	std::ostream &	,
		const TString &
	)			const [protected, virtual]

Reimplemented from TMVA::MethodBase.

void TMVA::MethodHMatrix::GetHelpMessage

(

)

const [protected, virtual]

Implements TMVA::IMethod.

void TMVA::MethodHMatrix::DeclareOptions

(

)

[private, virtual]

Implements TMVA::MethodBase.

void TMVA::MethodHMatrix::ProcessOptions

(

)

[private, virtual]

Implements TMVA::MethodBase.

Double_t TMVA::MethodHMatrix::GetChi2	(	Event *	e,
		Types::ESBType
	)			const [private]

Double_t TMVA::MethodHMatrix::GetChi2

(

Types::ESBType

)

const [private]

void TMVA::MethodHMatrix::ComputeCovariance	(	Bool_t	,
		TMatrixD *
	)			[private]

void TMVA::MethodHMatrix::Init

(

)

[private, virtual]

Implements TMVA::MethodBase.

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Member Data Documentation

TMatrixD* TMVA::MethodHMatrix::fInvHMatrixS [private]

Definition at line 119 of file MethodHMatrix.h.

Referenced by AddWeightsXMLTo(), Init(), MakeClassSpecific(), ReadWeightsFromStream(), ReadWeightsFromXML(), Train(), and ~MethodHMatrix().

TMatrixD* TMVA::MethodHMatrix::fInvHMatrixB [private]

Definition at line 120 of file MethodHMatrix.h.

Referenced by AddWeightsXMLTo(), Init(), ReadWeightsFromStream(), ReadWeightsFromXML(), Train(), and ~MethodHMatrix().

TVectorD* TMVA::MethodHMatrix::fVecMeanS [private]

Definition at line 121 of file MethodHMatrix.h.

Referenced by AddWeightsXMLTo(), ComputeCovariance(), Init(), MakeClassSpecific(), ReadWeightsFromStream(), ReadWeightsFromXML(), and ~MethodHMatrix().

TVectorD* TMVA::MethodHMatrix::fVecMeanB [private]

Definition at line 122 of file MethodHMatrix.h.

Referenced by AddWeightsXMLTo(), ComputeCovariance(), Init(), ReadWeightsFromStream(), ReadWeightsFromXML(), and ~MethodHMatrix().

TMatrixD* TMVA::MethodHMatrix::fInvHMatrixS [private]

Definition at line 119 of file MethodHMatrix.h.

TMatrixD* TMVA::MethodHMatrix::fInvHMatrixB [private]

Definition at line 120 of file MethodHMatrix.h.

TVectorD* TMVA::MethodHMatrix::fVecMeanS [private]

Definition at line 121 of file MethodHMatrix.h.

TVectorD* TMVA::MethodHMatrix::fVecMeanB [private]

Definition at line 122 of file MethodHMatrix.h.

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

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

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