TMVA::VariableTransformBase Class Reference

#include <VariableTransformBase.h>

Inheritance diagram for TMVA::VariableTransformBase:


Public Member Functions
	VariableTransformBase (DataSetInfo &dsi, Types::EVariableTransform tf, const TString &trfName)
virtual	~VariableTransformBase (void)
virtual void	Initialize ()=0
virtual Bool_t	PrepareTransformation (const std::vector< Event * > &)=0
virtual const Event *	Transform (const Event *const, Int_t cls) const =0
virtual const Event *	InverseTransform (const Event *const, Int_t cls) const =0
void	SetEnabled (Bool_t e)
void	SetNormalise (Bool_t n)
Bool_t	IsEnabled () const
Bool_t	IsCreated () const
Bool_t	IsNormalised () const
void	SetUseSignalTransform (Bool_t e=kTRUE)
Bool_t	UseSignalTransform () const
virtual const char *	GetName () const
TString	GetShortName () const
virtual void	WriteTransformationToStream (std::ostream &o) const=0
virtual void	ReadTransformationFromStream (std::istream &istr, const TString &classname="")=0
virtual void	AttachXMLTo (void *parent)=0
virtual void	ReadFromXML (void *trfnode)=0
Types::EVariableTransform	GetVariableTransform () const
virtual void	MakeFunction (std::ostream &fout, const TString &fncName, Int_t part, UInt_t trCounter, Int_t cls)=0
virtual std::vector< TString > *	GetTransformationStrings (Int_t cls) const
virtual void	PrintTransformation (ostream &)
const std::vector< TMVA::VariableInfo > &	Variables () const
const std::vector< TMVA::VariableInfo > &	Targets () const
MsgLogger &	Log () const
void	SetTMVAVersion (TMVAVersion_t v)
	VariableTransformBase (DataSetInfo &dsi, Types::EVariableTransform tf, const TString &trfName)
virtual	~VariableTransformBase (void)
virtual void	Initialize ()=0
virtual Bool_t	PrepareTransformation (const std::vector< Event * > &)=0
virtual const Event *	Transform (const Event *const, Int_t cls) const =0
virtual const Event *	InverseTransform (const Event *const, Int_t cls) const =0
void	SetEnabled (Bool_t e)
void	SetNormalise (Bool_t n)
Bool_t	IsEnabled () const
Bool_t	IsCreated () const
Bool_t	IsNormalised () const
void	SetUseSignalTransform (Bool_t e=kTRUE)
Bool_t	UseSignalTransform () const
virtual const char *	GetName () const
TString	GetShortName () const
virtual void	WriteTransformationToStream (std::ostream &o) const=0
virtual void	ReadTransformationFromStream (std::istream &istr, const TString &classname="")=0
virtual void	AttachXMLTo (void *parent)=0
virtual void	ReadFromXML (void *trfnode)=0
Types::EVariableTransform	GetVariableTransform () const
virtual void	MakeFunction (std::ostream &fout, const TString &fncName, Int_t part, UInt_t trCounter, Int_t cls)=0
virtual std::vector< TString > *	GetTransformationStrings (Int_t cls) const
virtual void	PrintTransformation (ostream &)
const std::vector< TMVA::VariableInfo > &	Variables () const
const std::vector< TMVA::VariableInfo > &	Targets () const
MsgLogger &	Log () const
void	SetTMVAVersion (TMVAVersion_t v)
Protected Member Functions
void	CalcNorm (const std::vector< Event * > &)
void	SetCreated (Bool_t c=kTRUE)
void	SetNVariables (UInt_t i)
void	SetName (const TString &c)
UInt_t	GetNVariables () const
UInt_t	GetNTargets () const
std::vector< TMVA::VariableInfo > &	Variables ()
std::vector< TMVA::VariableInfo > &	Targets ()
Int_t	GetNClasses () const
void	CalcNorm (const std::vector< Event * > &)
void	SetCreated (Bool_t c=kTRUE)
void	SetNVariables (UInt_t i)
void	SetName (const TString &c)
UInt_t	GetNVariables () const
UInt_t	GetNTargets () const
std::vector< TMVA::VariableInfo > &	Variables ()
std::vector< TMVA::VariableInfo > &	Targets ()
Int_t	GetNClasses () const
Protected Attributes
DataSetInfo &	fDsi
Event *	fTransformedEvent
Event *	fBackTransformedEvent
TMVAVersion_t	fTMVAVersion
MsgLogger *	fLogger
DataSetInfo &	fDsi
Event *	fTransformedEvent
Event *	fBackTransformedEvent
MsgLogger *	fLogger
Private Member Functions
void	UpdateNorm (Int_t ivar, Double_t x)
void	UpdateNorm (Int_t ivar, Double_t x)
Private Attributes
Types::EVariableTransform	fVariableTransform
Bool_t	fUseSignalTransform
Bool_t	fEnabled
Bool_t	fCreated
Bool_t	fNormalise
UInt_t	fNVars
TString	fTransformName
std::vector< TMVA::VariableInfo >	fVariables
std::vector< TMVA::VariableInfo >	fTargets
std::vector< TMVA::VariableInfo >	fVariables
std::vector< TMVA::VariableInfo >	fTargets

Detailed Description

Definition at line 67 of file VariableTransformBase.h.

Constructor & Destructor Documentation

TMVA::VariableTransformBase::VariableTransformBase	(	DataSetInfo &	dsi,
		Types::EVariableTransform	tf,
		const TString &	trfName
	)

TMVA::VariableTransformBase::~VariableTransformBase ( void ) [virtual]

Definition at line 74 of file VariableTransformBase.cxx.

References fBackTransformedEvent, fLogger, and fTransformedEvent.

TMVA::VariableTransformBase::VariableTransformBase	(	DataSetInfo &	dsi,
		Types::EVariableTransform	tf,
		const TString &	trfName
	)

virtual TMVA::VariableTransformBase::~VariableTransformBase ( void ) [virtual]

Member Function Documentation

virtual void TMVA::VariableTransformBase::Initialize ( ) [pure virtual]

virtual Bool_t TMVA::VariableTransformBase::PrepareTransformation ( const std::vector< Event * > & ) [pure virtual]

virtual const Event* TMVA::VariableTransformBase::Transform	(	const Event *	const,
		Int_t	cls
	)			const `[pure virtual]`

Referenced by TMVA::TransformationHandler::TransformCollection().

virtual const Event* TMVA::VariableTransformBase::InverseTransform	(	const Event *	const,
		Int_t	cls
	)			const `[pure virtual]`

void TMVA::VariableTransformBase::SetEnabled ( Bool_t e ) [inline]

Definition at line 80 of file VariableTransformBase.h.

References fEnabled.

void TMVA::VariableTransformBase::SetNormalise ( Bool_t n ) [inline]

Definition at line 81 of file VariableTransformBase.h.

References fNormalise.

Bool_t TMVA::VariableTransformBase::IsEnabled ( ) const [inline]

Definition at line 82 of file VariableTransformBase.h.

References fEnabled.

Referenced by TMVA::VariableDecorrTransform::PrepareTransformation(), TMVA::VariableNormalizeTransform::PrepareTransformation(), TMVA::VariableIdentityTransform::PrepareTransformation(), TMVA::VariableGaussTransform::PrepareTransformation(), and TMVA::VariablePCATransform::PrepareTransformation().

Bool_t TMVA::VariableTransformBase::IsCreated ( ) const [inline]

Definition at line 83 of file VariableTransformBase.h.

References fCreated.

Referenced by CalcNorm(), TMVA::VariableGaussTransform::InverseTransform(), TMVA::VariableDecorrTransform::InverseTransform(), TMVA::VariablePCATransform::InverseTransform(), TMVA::VariableNormalizeTransform::InverseTransform(), TMVA::VariableDecorrTransform::PrepareTransformation(), TMVA::VariableNormalizeTransform::PrepareTransformation(), TMVA::VariableIdentityTransform::PrepareTransformation(), TMVA::VariableGaussTransform::PrepareTransformation(), TMVA::VariablePCATransform::PrepareTransformation(), TMVA::VariableNormalizeTransform::Transform(), TMVA::VariablePCATransform::Transform(), TMVA::VariableGaussTransform::Transform(), and TMVA::VariableDecorrTransform::Transform().

Bool_t TMVA::VariableTransformBase::IsNormalised ( ) const [inline]

Definition at line 84 of file VariableTransformBase.h.

References fNormalise.

void TMVA::VariableTransformBase::SetUseSignalTransform ( Bool_t e = kTRUE ) [inline]

Definition at line 86 of file VariableTransformBase.h.

References fUseSignalTransform.

Bool_t TMVA::VariableTransformBase::UseSignalTransform ( ) const [inline]

Definition at line 87 of file VariableTransformBase.h.

References fUseSignalTransform.

virtual const char* TMVA::VariableTransformBase::GetName ( ) const [inline, virtual]

Reimplemented from TObject.

Definition at line 89 of file VariableTransformBase.h.

References TString::Data(), and fTransformName.

Referenced by TMVA::TransformationHandler::GetNameOfLastTransform(), and TMVA::VariableNormalizeTransform::ReadFromXML().

TString TMVA::VariableTransformBase::GetShortName ( ) const [inline]

Definition at line 90 of file VariableTransformBase.h.

References a, and fTransformName.

Referenced by TMVA::TransformationHandler::GetName().

virtual void TMVA::VariableTransformBase::WriteTransformationToStream ( std::ostream & o ) const [pure virtual]

virtual void TMVA::VariableTransformBase::ReadTransformationFromStream	(	std::istream &	istr,
		const TString &	classname = `""`
	)			`[pure virtual]`

Referenced by TMVA::MethodBase::ReadStateFromStream().

virtual void TMVA::VariableTransformBase::AttachXMLTo ( void * parent ) [pure virtual]

virtual void TMVA::VariableTransformBase::ReadFromXML ( void * trfnode ) [pure virtual]

Referenced by TMVA::TransformationHandler::ReadFromXML().

Types::EVariableTransform TMVA::VariableTransformBase::GetVariableTransform ( ) const [inline]

Definition at line 98 of file VariableTransformBase.h.

References fVariableTransform.

virtual void TMVA::VariableTransformBase::MakeFunction	(	std::ostream &	fout,
		const TString &	fncName,
		Int_t	part,
		UInt_t	trCounter,
		Int_t	cls
	)			`[pure virtual]`

std::vector< TString > * TMVA::VariableTransformBase::GetTransformationStrings ( Int_t cls ) const [virtual]

Definition at line 174 of file VariableTransformBase.cxx.

References GetNVariables(), and Variables().

Referenced by TMVA::TransformationHandler::GetTransformationStringsOfLastTransform().

virtual void TMVA::VariableTransformBase::PrintTransformation ( ostream & ) [inline, virtual]

Definition at line 106 of file VariableTransformBase.h.

const std::vector<TMVA::VariableInfo>& TMVA::VariableTransformBase::Variables ( ) const [inline]

Definition at line 108 of file VariableTransformBase.h.

References fVariables.

Referenced by TMVA::VariableGaussTransform::AttachXMLTo(), CalcNorm(), TMVA::VariableDecorrTransform::GetTransformationStrings(), GetTransformationStrings(), TMVA::VariableNormalizeTransform::GetTransformationStrings(), TMVA::VariableNormalizeTransform::Initialize(), and UpdateNorm().

const std::vector<TMVA::VariableInfo>& TMVA::VariableTransformBase::Targets ( ) const [inline]

Definition at line 109 of file VariableTransformBase.h.

References fTargets.

Referenced by CalcNorm(), TMVA::VariableNormalizeTransform::Initialize(), and UpdateNorm().

MsgLogger& TMVA::VariableTransformBase::Log ( ) const [inline]

Definition at line 111 of file VariableTransformBase.h.

References fLogger.

void TMVA::VariableTransformBase::SetTMVAVersion ( TMVAVersion_t v ) [inline]

Definition at line 113 of file VariableTransformBase.h.

References fTMVAVersion.

Referenced by TMVA::VariableGaussTransform::ReadTransformationFromStream().

void TMVA::VariableTransformBase::CalcNorm ( const std::vector< Event * > & ) [protected]

Definition at line 83 of file VariableTransformBase.cxx.

References Endl, GetNTargets(), GetNVariables(), IsCreated(), TMVA::kFATAL, TMVA::kVERBOSE, Log(), TMath::Sqrt(), Targets(), UpdateNorm(), Variables(), x, x0, and x2.

void TMVA::VariableTransformBase::SetCreated ( Bool_t c = kTRUE ) [inline, protected]

Definition at line 119 of file VariableTransformBase.h.

References c, and fCreated.

Referenced by TMVA::VariableNormalizeTransform::BuildTransformationFromVarInfo(), TMVA::VariableDecorrTransform::PrepareTransformation(), TMVA::VariableNormalizeTransform::PrepareTransformation(), TMVA::VariableIdentityTransform::PrepareTransformation(), TMVA::VariableGaussTransform::PrepareTransformation(), TMVA::VariablePCATransform::PrepareTransformation(), TMVA::VariableNormalizeTransform::ReadFromXML(), TMVA::VariableGaussTransform::ReadFromXML(), TMVA::VariablePCATransform::ReadFromXML(), TMVA::VariableDecorrTransform::ReadFromXML(), TMVA::VariableDecorrTransform::ReadTransformationFromStream(), TMVA::VariableNormalizeTransform::ReadTransformationFromStream(), TMVA::VariablePCATransform::ReadTransformationFromStream(), TMVA::VariableIdentityTransform::ReadTransformationFromStream(), and TMVA::VariableGaussTransform::ReadTransformationFromStream().

void TMVA::VariableTransformBase::SetNVariables ( UInt_t i ) [inline, protected]

Definition at line 120 of file VariableTransformBase.h.

References fNVars.

Referenced by TMVA::VariableDecorrTransform::PrepareTransformation(), TMVA::VariableIdentityTransform::PrepareTransformation(), TMVA::VariableGaussTransform::PrepareTransformation(), and TMVA::VariablePCATransform::PrepareTransformation().

void TMVA::VariableTransformBase::SetName ( const TString & c ) [inline, protected]

Definition at line 121 of file VariableTransformBase.h.

References c, and fTransformName.

UInt_t TMVA::VariableTransformBase::GetNVariables ( ) const [inline, protected]

Definition at line 123 of file VariableTransformBase.h.

References fDsi, and TMVA::DataSetInfo::GetNVariables().

Referenced by TMVA::VariableNormalizeTransform::AttachXMLTo(), TMVA::VariableGaussTransform::AttachXMLTo(), TMVA::VariableNormalizeTransform::BuildTransformationFromVarInfo(), CalcNorm(), TMVA::VariableNormalizeTransform::CalcNormalizationParams(), TMVA::VariablePCATransform::CalculatePrincipalComponents(), TMVA::VariableGaussTransform::GetCumulativeDist(), TMVA::VariableDecorrTransform::GetTransformationStrings(), GetTransformationStrings(), TMVA::VariableNormalizeTransform::GetTransformationStrings(), TMVA::VariableGaussTransform::InverseTransform(), TMVA::VariableDecorrTransform::InverseTransform(), TMVA::VariableNormalizeTransform::InverseTransform(), TMVA::VariableNormalizeTransform::MakeFunction(), TMVA::VariableGaussTransform::MakeFunction(), TMVA::VariableDecorrTransform::PrepareTransformation(), TMVA::VariableIdentityTransform::PrepareTransformation(), TMVA::VariableGaussTransform::PrepareTransformation(), TMVA::VariablePCATransform::PrepareTransformation(), TMVA::VariableNormalizeTransform::PrintTransformation(), TMVA::VariableNormalizeTransform::ReadTransformationFromStream(), TMVA::VariableNormalizeTransform::Transform(), TMVA::VariableGaussTransform::Transform(), TMVA::VariableDecorrTransform::Transform(), and TMVA::VariableNormalizeTransform::WriteTransformationToStream().

UInt_t TMVA::VariableTransformBase::GetNTargets ( ) const [inline, protected]

Definition at line 124 of file VariableTransformBase.h.

References fDsi, and TMVA::DataSetInfo::GetNTargets().

Referenced by TMVA::VariableNormalizeTransform::AttachXMLTo(), TMVA::VariableNormalizeTransform::BuildTransformationFromVarInfo(), CalcNorm(), TMVA::VariableNormalizeTransform::CalcNormalizationParams(), TMVA::VariableNormalizeTransform::InverseTransform(), TMVA::VariableNormalizeTransform::PrintTransformation(), TMVA::VariableNormalizeTransform::ReadTransformationFromStream(), TMVA::VariableNormalizeTransform::Transform(), and TMVA::VariableNormalizeTransform::WriteTransformationToStream().

std::vector<TMVA::VariableInfo>& TMVA::VariableTransformBase::Variables ( ) [inline, protected]

Definition at line 128 of file VariableTransformBase.h.

References fVariables.

std::vector<TMVA::VariableInfo>& TMVA::VariableTransformBase::Targets ( ) [inline, protected]

Definition at line 129 of file VariableTransformBase.h.

References fTargets.

Int_t TMVA::VariableTransformBase::GetNClasses ( ) const [inline, protected]

Definition at line 130 of file VariableTransformBase.h.

References fDsi, and TMVA::DataSetInfo::GetNClasses().

void TMVA::VariableTransformBase::UpdateNorm	(	Int_t	ivar,
		Double_t	x
	)			`[private]`

Definition at line 187 of file VariableTransformBase.cxx.

References fDsi, TMVA::DataSetInfo::GetNVariables(), Targets(), and Variables().

Referenced by CalcNorm().

virtual void TMVA::VariableTransformBase::Initialize ( ) [pure virtual]

virtual Bool_t TMVA::VariableTransformBase::PrepareTransformation ( const std::vector< Event * > & ) [pure virtual]

virtual const Event* TMVA::VariableTransformBase::Transform	(	const Event *	const,
		Int_t	cls
	)			const `[pure virtual]`

virtual const Event* TMVA::VariableTransformBase::InverseTransform	(	const Event *	const,
		Int_t	cls
	)			const `[pure virtual]`

void TMVA::VariableTransformBase::SetEnabled ( Bool_t e ) [inline]

Definition at line 80 of file VariableTransformBase.h.

References fEnabled.

void TMVA::VariableTransformBase::SetNormalise ( Bool_t n ) [inline]

Definition at line 81 of file VariableTransformBase.h.

References fNormalise.

Bool_t TMVA::VariableTransformBase::IsEnabled ( ) const [inline]

Definition at line 82 of file VariableTransformBase.h.

References fEnabled.

Bool_t TMVA::VariableTransformBase::IsCreated ( ) const [inline]

Definition at line 83 of file VariableTransformBase.h.

References fCreated.

Bool_t TMVA::VariableTransformBase::IsNormalised ( ) const [inline]

Definition at line 84 of file VariableTransformBase.h.

References fNormalise.

void TMVA::VariableTransformBase::SetUseSignalTransform ( Bool_t e = kTRUE ) [inline]

Definition at line 86 of file VariableTransformBase.h.

References fUseSignalTransform.

Bool_t TMVA::VariableTransformBase::UseSignalTransform ( ) const [inline]

Definition at line 87 of file VariableTransformBase.h.

References fUseSignalTransform.

virtual const char* TMVA::VariableTransformBase::GetName ( ) const [inline, virtual]

Reimplemented from TObject.

Definition at line 89 of file VariableTransformBase.h.

References TString::Data(), and fTransformName.

TString TMVA::VariableTransformBase::GetShortName ( ) const [inline]

Definition at line 90 of file VariableTransformBase.h.

References a, and fTransformName.

virtual void TMVA::VariableTransformBase::WriteTransformationToStream ( std::ostream & o ) const [pure virtual]

virtual void TMVA::VariableTransformBase::ReadTransformationFromStream	(	std::istream &	istr,
		const TString &	classname = `""`
	)			`[pure virtual]`

virtual void TMVA::VariableTransformBase::AttachXMLTo ( void * parent ) [pure virtual]

virtual void TMVA::VariableTransformBase::ReadFromXML ( void * trfnode ) [pure virtual]

Types::EVariableTransform TMVA::VariableTransformBase::GetVariableTransform ( ) const [inline]

Definition at line 98 of file VariableTransformBase.h.

References fVariableTransform.

virtual void TMVA::VariableTransformBase::MakeFunction	(	std::ostream &	fout,
		const TString &	fncName,
		Int_t	part,
		UInt_t	trCounter,
		Int_t	cls
	)			`[pure virtual]`