Linear interpolation class.

Definition at line 54 of file VariableTransformBase.h.

Public Types
typedef VectorOfCharAndInt::iterator	ItVarTypeIdx

typedef VectorOfCharAndInt::const_iterator	ItVarTypeIdxConst

typedef std::vector< std::pair< Char_t, UInt_t > >	VectorOfCharAndInt

Public Types inherited from TObject
enum	{ kIsOnHeap = 0x01000000 , kNotDeleted = 0x02000000 , kZombie = 0x04000000 , kInconsistent = 0x08000000 , kBitMask = 0x00ffffff }

enum	{ kSingleKey = (1ULL << ( 0 )) , kOverwrite = (1ULL << ( 1 )) , kWriteDelete = (1ULL << ( 2 )) }

enum	EDeprecatedStatusBits { kObjInCanvas = (1ULL << ( 3 )) }

enum	EStatusBits { kCanDelete = (1ULL << ( 0 )) , kMustCleanup = (1ULL << ( 3 )) , kIsReferenced = (1ULL << ( 4 )) , kHasUUID = (1ULL << ( 5 )) , kCannotPick = (1ULL << ( 6 )) , kNoContextMenu = (1ULL << ( 8 )) , kInvalidObject = (1ULL << ( 13 )) }

Public Member Functions
	VariableTransformBase (DataSetInfo &dsi, Types::EVariableTransform tf, const TString &trfName)
	standard constructor

virtual	~VariableTransformBase (void)

virtual void	AttachXMLTo (void *parent)=0
	create XML description the transformation (write out info of selected variables)

virtual void	CountVariableTypes (UInt_t &nvars, UInt_t &ntgts, UInt_t &nspcts) const
	count variables, targets and spectators

virtual Bool_t	GetInput (const Event *event, std::vector< Float_t > &input, std::vector< Char_t > &mask, Bool_t backTransform=kFALSE) const
	select the values from the event

virtual const char *	GetName () const
	Returns name of object.

TString	GetShortName () const

virtual std::vector< TString > *	GetTransformationStrings (Int_t cls) const
	TODO --> adapt to variable,target,spectator selection default transformation output --> only indicate that transformation occurred.

Types::EVariableTransform	GetVariableTransform () const

virtual void	Initialize ()=0

virtual const Event *	InverseTransform (const Event *const, Int_t cls) const =0

virtual TClass *	IsA () const

Bool_t	IsCreated () const

Bool_t	IsEnabled () const

Bool_t	IsNormalised () const

MsgLogger &	Log () const

virtual void	MakeFunction (std::ostream &fout, const TString &fncName, Int_t part, UInt_t trCounter, Int_t cls)=0
	getinput and setoutput equivalent

virtual Bool_t	PrepareTransformation (const std::vector< Event * > &)=0

virtual void	PrintTransformation (std::ostream &)

virtual void	ReadFromXML (void *trfnode)=0
	Read the input variables from the XML node.

virtual void	ReadTransformationFromStream (std::istream &istr, const TString &classname="")=0

virtual void	SelectInput (const TString &inputVariables, Bool_t putIntoVariables=kFALSE)
	select the variables/targets/spectators which serve as input to the transformation

void	SetEnabled (Bool_t e)

void	SetNormalise (Bool_t n)

virtual void	SetOutput (Event event, std::vector< Float_t > &output, std::vector< Char_t > &mask, const Event oldEvent=nullptr, Bool_t backTransform=kFALSE) const
	select the values from the event

void	SetOutputDataSetInfo (DataSetInfo *outputDsi)

void	SetTMVAVersion (TMVAVersion_t v)

void	SetUseSignalTransform (Bool_t e=kTRUE)

const std::vector< TMVA::VariableInfo > &	Spectators () const

virtual void	Streamer (TBuffer &)
	Stream an object of class TObject.

void	StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b)

const std::vector< TMVA::VariableInfo > &	Targets () const

void	ToggleInputSortOrder (Bool_t sortOrder)

virtual const Event *	Transform (const Event *const, Int_t cls) const =0

Bool_t	UseSignalTransform () const

const std::vector< TMVA::VariableInfo > &	Variables () const

virtual void	WriteTransformationToStream (std::ostream &o) const =0

Public Member Functions inherited from TObject
	TObject ()
	TObject constructor.

	TObject (const TObject &object)
	TObject copy ctor.

virtual	~TObject ()
	TObject destructor.

void	AbstractMethod (const char *method) const
	Use this method to implement an "abstract" method that you don't want to leave purely abstract.

virtual void	AppendPad (Option_t *option="")
	Append graphics object to current pad.

virtual void	Browse (TBrowser *b)
	Browse object. May be overridden for another default action.

ULong_t	CheckedHash ()
	Check and record whether this class has a consistent Hash/RecursiveRemove setup (*) and then return the regular Hash value for this object.

virtual const char *	ClassName () const
	Returns name of class to which the object belongs.

virtual void	Clear (Option_t *="")

virtual TObject *	Clone (const char *newname="") const
	Make a clone of an object using the Streamer facility.

virtual Int_t	Compare (const TObject *obj) const
	Compare abstract method.

virtual void	Copy (TObject &object) const
	Copy this to obj.

virtual void	Delete (Option_t *option="")
	Delete this object.

virtual Int_t	DistancetoPrimitive (Int_t px, Int_t py)
	Computes distance from point (px,py) to the object.

virtual void	Draw (Option_t *option="")
	Default Draw method for all objects.

virtual void	DrawClass () const
	Draw class inheritance tree of the class to which this object belongs.

virtual TObject *	DrawClone (Option_t *option="") const
	Draw a clone of this object in the current selected pad with: `gROOT->SetSelectedPad(c1)`.

virtual void	Dump () const
	Dump contents of object on stdout.

virtual void	Error (const char method, const char msgfmt,...) const
	Issue error message.

virtual void	Execute (const char method, const char params, Int_t *error=nullptr)
	Execute method on this object with the given parameter string, e.g.

virtual void	Execute (TMethod method, TObjArray params, Int_t *error=nullptr)
	Execute method on this object with parameters stored in the TObjArray.

virtual void	ExecuteEvent (Int_t event, Int_t px, Int_t py)
	Execute action corresponding to an event at (px,py).

virtual void	Fatal (const char method, const char msgfmt,...) const
	Issue fatal error message.

virtual TObject *	FindObject (const char *name) const
	Must be redefined in derived classes.

virtual TObject *	FindObject (const TObject *obj) const
	Must be redefined in derived classes.

virtual Option_t *	GetDrawOption () const
	Get option used by the graphics system to draw this object.

virtual const char *	GetIconName () const
	Returns mime type name of object.

virtual char *	GetObjectInfo (Int_t px, Int_t py) const
	Returns string containing info about the object at position (px,py).

virtual Option_t *	GetOption () const

virtual const char *	GetTitle () const
	Returns title of object.

virtual UInt_t	GetUniqueID () const
	Return the unique object id.

virtual Bool_t	HandleTimer (TTimer *timer)
	Execute action in response of a timer timing out.

virtual ULong_t	Hash () const
	Return hash value for this object.

Bool_t	HasInconsistentHash () const
	Return true is the type of this object is known to have an inconsistent setup for Hash and RecursiveRemove (i.e.

virtual void	Info (const char method, const char msgfmt,...) const
	Issue info message.

virtual Bool_t	InheritsFrom (const char *classname) const
	Returns kTRUE if object inherits from class "classname".

virtual Bool_t	InheritsFrom (const TClass *cl) const
	Returns kTRUE if object inherits from TClass cl.

virtual void	Inspect () const
	Dump contents of this object in a graphics canvas.

void	InvertBit (UInt_t f)

Bool_t	IsDestructed () const
	IsDestructed.

virtual Bool_t	IsEqual (const TObject *obj) const
	Default equal comparison (objects are equal if they have the same address in memory).

virtual Bool_t	IsFolder () const
	Returns kTRUE in case object contains browsable objects (like containers or lists of other objects).

R__ALWAYS_INLINE Bool_t	IsOnHeap () const

virtual Bool_t	IsSortable () const

R__ALWAYS_INLINE Bool_t	IsZombie () const

virtual void	ls (Option_t *option="") const
	The ls function lists the contents of a class on stdout.

void	MayNotUse (const char *method) const
	Use this method to signal that a method (defined in a base class) may not be called in a derived class (in principle against good design since a child class should not provide less functionality than its parent, however, sometimes it is necessary).

virtual Bool_t	Notify ()
	This method must be overridden to handle object notification (the base implementation is no-op).

void	Obsolete (const char method, const char asOfVers, const char *removedFromVers) const
	Use this method to declare a method obsolete.

void	operator delete (void *ptr)
	Operator delete.

void	operator delete (void ptr, void vp)
	Only called by placement new when throwing an exception.

void	operator delete[] (void *ptr)
	Operator delete [].

void	operator delete[] (void ptr, void vp)
	Only called by placement new[] when throwing an exception.

void *	operator new (size_t sz)

void *	operator new (size_t sz, void *vp)

void *	operator new[] (size_t sz)

void *	operator new[] (size_t sz, void *vp)

TObject &	operator= (const TObject &rhs)
	TObject assignment operator.

virtual void	Paint (Option_t *option="")
	This method must be overridden if a class wants to paint itself.

virtual void	Pop ()
	Pop on object drawn in a pad to the top of the display list.

virtual void	Print (Option_t *option="") const
	This method must be overridden when a class wants to print itself.

virtual Int_t	Read (const char *name)
	Read contents of object with specified name from the current directory.

virtual void	RecursiveRemove (TObject *obj)
	Recursively remove this object from a list.

void	ResetBit (UInt_t f)

virtual void	SaveAs (const char filename="", Option_t option="") const
	Save this object in the file specified by filename.

virtual void	SavePrimitive (std::ostream &out, Option_t *option="")
	Save a primitive as a C++ statement(s) on output stream "out".

void	SetBit (UInt_t f)

void	SetBit (UInt_t f, Bool_t set)
	Set or unset the user status bits as specified in f.

virtual void	SetDrawOption (Option_t *option="")
	Set drawing option for object.

virtual void	SetUniqueID (UInt_t uid)
	Set the unique object id.

void	StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b)

virtual void	SysError (const char method, const char msgfmt,...) const
	Issue system error message.

R__ALWAYS_INLINE Bool_t	TestBit (UInt_t f) const

Int_t	TestBits (UInt_t f) const

virtual void	UseCurrentStyle ()
	Set current style settings in this object This function is called when either TCanvas::UseCurrentStyle or TROOT::ForceStyle have been invoked.

virtual void	Warning (const char method, const char msgfmt,...) const
	Issue warning message.

virtual Int_t	Write (const char *name=nullptr, Int_t option=0, Int_t bufsize=0)
	Write this object to the current directory.

virtual Int_t	Write (const char *name=nullptr, Int_t option=0, Int_t bufsize=0) const
	Write this object to the current directory.

Static Public Member Functions
static TClass *	Class ()

static const char *	Class_Name ()

static constexpr Version_t	Class_Version ()

static const char *	DeclFileName ()

Static Public Member Functions inherited from TObject
static TClass *	Class ()

static const char *	Class_Name ()

static constexpr Version_t	Class_Version ()

static const char *	DeclFileName ()

static Longptr_t	GetDtorOnly ()
	Return destructor only flag.

static Bool_t	GetObjectStat ()
	Get status of object stat flag.

static void	SetDtorOnly (void *obj)
	Set destructor only flag.

static void	SetObjectStat (Bool_t stat)
	Turn on/off tracking of objects in the TObjectTable.

Protected Member Functions
void	CalcNorm (const std::vector< const Event * > &)
	TODO --> adapt to variable,target,spectator selection method to calculate minimum, maximum, mean, and RMS for all variables used in the MVA.

Int_t	GetNClasses () const

UInt_t	GetNSpectators () const

UInt_t	GetNTargets () const

UInt_t	GetNVariables () const

void	SetCreated (Bool_t c=kTRUE)

void	SetName (const TString &c)

void	SetNVariables (UInt_t i)

std::vector< TMVA::VariableInfo > &	Spectators ()

std::vector< TMVA::VariableInfo > &	Targets ()

std::vector< TMVA::VariableInfo > &	Variables ()

Protected Member Functions inherited from TObject
virtual void	DoError (int level, const char location, const char fmt, va_list va) const
	Interface to ErrorHandler (protected).

void	MakeZombie ()

Protected Attributes
Event *	fBackTransformedEvent
	holds the current back-transformed event

DataSetInfo &	fDsi

DataSetInfo *	fDsiOutput

VectorOfCharAndInt	fGet
	get variables/targets/spectators

MsgLogger *	fLogger
	! message logger

VectorOfCharAndInt	fPut
	put variables/targets/spectators

TMVAVersion_t	fTMVAVersion

Event *	fTransformedEvent
	holds the current transformed event

Private Member Functions
void	UpdateNorm (Int_t ivar, Double_t x)
	TODO --> adapt to variable,target,spectator selection update min and max of a given variable (target) and a given transformation method.

Private Attributes
Bool_t	fCreated
	has been created

Bool_t	fEnabled
	has been enabled

Bool_t	fNormalise
	normalise input variables

UInt_t	fNSpectators
	number of spectators to be transformed

UInt_t	fNTargets
	number of targets to be transformed

UInt_t	fNVariables
	number of variables to be transformed

UInt_t	fNVars
	number of variables

Bool_t	fSortGet
	if true, sort the variables into the order as defined by the user at the var definition if false, sort the variables according to the order given for the var transformation

std::vector< TMVA::VariableInfo >	fSpectators
	event spectators [saved to weight file --> TODO ]

std::vector< TMVA::VariableInfo >	fTargets
	event targets [saved to weight file --> TODO ]

TString	fTransformName
	name of transformation

Bool_t	fUseSignalTransform
	true if transformation bases on signal data

std::vector< TMVA::VariableInfo >	fVariables
	event variables [saved to weight file]

Types::EVariableTransform	fVariableTransform
	Decorrelation, PCA, etc.

Bool_t	fVariableTypesAreCounted
	true if variable types have been counted already

Additional Inherited Members
Protected Types inherited from TObject
enum	{ kOnlyPrepStep = (1ULL << ( 3 )) }

#include <TMVA/VariableTransformBase.h>

Inheritance diagram for TMVA::VariableTransformBase:

[legend]

Member Typedef Documentation

◆ ItVarTypeIdx

typedef VectorOfCharAndInt::iterator TMVA::VariableTransformBase::ItVarTypeIdx

Definition at line 59 of file VariableTransformBase.h.

◆ ItVarTypeIdxConst

typedef VectorOfCharAndInt::const_iterator TMVA::VariableTransformBase::ItVarTypeIdxConst

Definition at line 60 of file VariableTransformBase.h.

◆ VectorOfCharAndInt

typedef std::vector<std::pair<Char_t,UInt_t> > TMVA::VariableTransformBase::VectorOfCharAndInt

Definition at line 58 of file VariableTransformBase.h.

Constructor & Destructor Documentation

◆ VariableTransformBase()

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

standard constructor

Definition at line 64 of file VariableTransformBase.cxx.

◆ ~VariableTransformBase()

TMVA::VariableTransformBase::~VariableTransformBase ( void )

virtual

Definition at line 99 of file VariableTransformBase.cxx.

Member Function Documentation

◆ AttachXMLTo()

void TMVA::VariableTransformBase::AttachXMLTo ( void * parent )

pure virtual

create XML description the transformation (write out info of selected variables)

Implemented in TMVA::VariableDecorrTransform, TMVA::VariableGaussTransform, TMVA::VariableIdentityTransform, TMVA::VariableNormalizeTransform, TMVA::VariablePCATransform, and TMVA::VariableRearrangeTransform.

Definition at line 620 of file VariableTransformBase.cxx.

◆ CalcNorm()

void TMVA::VariableTransformBase::CalcNorm ( const std::vector< const Event * > & events )

protected

TODO --> adapt to variable,target,spectator selection method to calculate minimum, maximum, mean, and RMS for all variables used in the MVA.

Definition at line 470 of file VariableTransformBase.cxx.

◆ Class()

static TClass * TMVA::VariableTransformBase::Class ( )

static

Returns: TClass describing this class

◆ Class_Name()

static const char * TMVA::VariableTransformBase::Class_Name ( )

static

Returns: Name of this class

◆ Class_Version()

static constexpr Version_t TMVA::VariableTransformBase::Class_Version ( )

inlinestaticconstexpr

Returns: Version of this class

Definition at line 176 of file VariableTransformBase.h.

◆ CountVariableTypes()

void TMVA::VariableTransformBase::CountVariableTypes	(	UInt_t &	nvars,
		UInt_t &	ntgts,
		UInt_t &	nspcts
	)		const

virtual

count variables, targets and spectators

Definition at line 429 of file VariableTransformBase.cxx.

◆ DeclFileName()

static const char * TMVA::VariableTransformBase::DeclFileName ( )

inlinestatic

Returns: Name of the file containing the class declaration

Definition at line 176 of file VariableTransformBase.h.

◆ GetInput()

Bool_t TMVA::VariableTransformBase::GetInput	(	const Event *	event,
		std::vector< Float_t > &	input,
		std::vector< Char_t > &	mask,
		Bool_t	backTransform = `kFALSE`
	)		const

virtual

select the values from the event

Definition at line 315 of file VariableTransformBase.cxx.

◆ GetName()

virtual const char * TMVA::VariableTransformBase::GetName ( ) const

inlinevirtual

Returns name of object.

This default method returns the class name. Classes that give objects a name should override this method.

Reimplemented from TObject.

Definition at line 91 of file VariableTransformBase.h.

◆ GetNClasses()

Int_t TMVA::VariableTransformBase::GetNClasses ( ) const

inlineprotected

Definition at line 136 of file VariableTransformBase.h.

◆ GetNSpectators()

UInt_t TMVA::VariableTransformBase::GetNSpectators ( ) const

inlineprotected

Definition at line 128 of file VariableTransformBase.h.

◆ GetNTargets()

UInt_t TMVA::VariableTransformBase::GetNTargets ( ) const

inlineprotected

Definition at line 127 of file VariableTransformBase.h.

◆ GetNVariables()

UInt_t TMVA::VariableTransformBase::GetNVariables ( ) const

inlineprotected

Definition at line 126 of file VariableTransformBase.h.

◆ GetShortName()

TString TMVA::VariableTransformBase::GetShortName ( ) const

inline

Definition at line 92 of file VariableTransformBase.h.

◆ GetTransformationStrings()

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

virtual

TODO --> adapt to variable,target,spectator selection default transformation output --> only indicate that transformation occurred.

Reimplemented in TMVA::VariableDecorrTransform, TMVA::VariableNormalizeTransform, and TMVA::VariableRearrangeTransform.

Definition at line 591 of file VariableTransformBase.cxx.

◆ GetVariableTransform()

Types::EVariableTransform TMVA::VariableTransformBase::GetVariableTransform ( ) const

inline

Definition at line 100 of file VariableTransformBase.h.

◆ Initialize()

virtual void TMVA::VariableTransformBase::Initialize ( )

pure virtual

Implemented in TMVA::VariableDecorrTransform, TMVA::VariableGaussTransform, TMVA::VariableIdentityTransform, TMVA::VariableNormalizeTransform, TMVA::VariablePCATransform, and TMVA::VariableRearrangeTransform.

◆ InverseTransform()

virtual const Event * TMVA::VariableTransformBase::InverseTransform	(	const Event * const	,
		Int_t	cls
	)		const

pure virtual

Implemented in TMVA::VariableIdentityTransform, TMVA::VariableDecorrTransform, TMVA::VariableGaussTransform, TMVA::VariableNormalizeTransform, TMVA::VariablePCATransform, and TMVA::VariableRearrangeTransform.

◆ IsA()

virtual TClass * TMVA::VariableTransformBase::IsA ( ) const

inlinevirtual

Returns: TClass describing current object

Reimplemented from TObject.

Reimplemented in TMVA::VariableDecorrTransform, TMVA::VariableGaussTransform, TMVA::VariableIdentityTransform, TMVA::VariableNormalizeTransform, TMVA::VariablePCATransform, and TMVA::VariableRearrangeTransform.

Definition at line 176 of file VariableTransformBase.h.

◆ IsCreated()

Bool_t TMVA::VariableTransformBase::IsCreated ( ) const

inline

Definition at line 74 of file VariableTransformBase.h.

◆ IsEnabled()

Bool_t TMVA::VariableTransformBase::IsEnabled ( ) const

inline

Definition at line 73 of file VariableTransformBase.h.

◆ IsNormalised()

Bool_t TMVA::VariableTransformBase::IsNormalised ( ) const

inline

Definition at line 75 of file VariableTransformBase.h.

◆ Log()

MsgLogger & TMVA::VariableTransformBase::Log ( ) const

inline

Definition at line 114 of file VariableTransformBase.h.

◆ MakeFunction()

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

pure virtual

getinput and setoutput equivalent

Implemented in TMVA::VariableDecorrTransform, TMVA::VariableGaussTransform, TMVA::VariableIdentityTransform, TMVA::VariableNormalizeTransform, TMVA::VariablePCATransform, and TMVA::VariableRearrangeTransform.

Definition at line 817 of file VariableTransformBase.cxx.

◆ PrepareTransformation()

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

pure virtual

Implemented in TMVA::VariableDecorrTransform, TMVA::VariableGaussTransform, TMVA::VariableIdentityTransform, TMVA::VariableNormalizeTransform, TMVA::VariablePCATransform, and TMVA::VariableRearrangeTransform.

◆ PrintTransformation()

virtual void TMVA::VariableTransformBase::PrintTransformation ( std::ostream & )

inlinevirtual

Reimplemented in TMVA::VariableDecorrTransform, TMVA::VariableGaussTransform, TMVA::VariableNormalizeTransform, and TMVA::VariableRearrangeTransform.

Definition at line 108 of file VariableTransformBase.h.

◆ ReadFromXML()

void TMVA::VariableTransformBase::ReadFromXML ( void * trfnode )

pure virtual

Read the input variables from the XML node.

Implemented in TMVA::VariableDecorrTransform, TMVA::VariableGaussTransform, TMVA::VariableIdentityTransform, TMVA::VariableNormalizeTransform, TMVA::VariablePCATransform, and TMVA::VariableRearrangeTransform.

Definition at line 708 of file VariableTransformBase.cxx.

◆ ReadTransformationFromStream()

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

pure virtual

Implemented in TMVA::VariableDecorrTransform, TMVA::VariableGaussTransform, TMVA::VariableIdentityTransform, TMVA::VariableNormalizeTransform, TMVA::VariablePCATransform, and TMVA::VariableRearrangeTransform.

◆ SelectInput()

void TMVA::VariableTransformBase::SelectInput	(	const TString &	inputVariables,
		Bool_t	putIntoVariables = `kFALSE`
	)

virtual

select the variables/targets/spectators which serve as input to the transformation

Definition at line 110 of file VariableTransformBase.cxx.

◆ SetCreated()

void TMVA::VariableTransformBase::SetCreated ( Bool_t c = kTRUE )

inlineprotected

Definition at line 122 of file VariableTransformBase.h.

◆ SetEnabled()

void TMVA::VariableTransformBase::SetEnabled ( Bool_t e )

inline

Definition at line 71 of file VariableTransformBase.h.

◆ SetName()

void TMVA::VariableTransformBase::SetName ( const TString & c )

inlineprotected

Definition at line 124 of file VariableTransformBase.h.

◆ SetNormalise()

void TMVA::VariableTransformBase::SetNormalise ( Bool_t n )

inline

Definition at line 72 of file VariableTransformBase.h.

◆ SetNVariables()

void TMVA::VariableTransformBase::SetNVariables ( UInt_t i )

inlineprotected

Definition at line 123 of file VariableTransformBase.h.

◆ SetOutput()

void TMVA::VariableTransformBase::SetOutput	(	Event *	event,
		std::vector< Float_t > &	output,
		std::vector< Char_t > &	mask,
		const Event *	oldEvent = `nullptr`,
		Bool_t	backTransform = `kFALSE`
	)		const

virtual

select the values from the event

Definition at line 368 of file VariableTransformBase.cxx.

◆ SetOutputDataSetInfo()

void TMVA::VariableTransformBase::SetOutputDataSetInfo ( DataSetInfo * outputDsi )

inline

Definition at line 84 of file VariableTransformBase.h.

◆ SetTMVAVersion()

void TMVA::VariableTransformBase::SetTMVAVersion ( TMVAVersion_t v )

inline

Definition at line 116 of file VariableTransformBase.h.

◆ SetUseSignalTransform()

void TMVA::VariableTransformBase::SetUseSignalTransform ( Bool_t e = kTRUE )

inline

Definition at line 88 of file VariableTransformBase.h.

◆ Spectators() [1/2]

std::vector< TMVA::VariableInfo > & TMVA::VariableTransformBase::Spectators ( )

inlineprotected

Definition at line 135 of file VariableTransformBase.h.

◆ Spectators() [2/2]

const std::vector< TMVA::VariableInfo > & TMVA::VariableTransformBase::Spectators ( ) const

inline

Definition at line 112 of file VariableTransformBase.h.

◆ Streamer()

virtual void TMVA::VariableTransformBase::Streamer ( TBuffer & R__b )

virtual

Stream an object of class TObject.

Reimplemented from TObject.

Reimplemented in TMVA::VariableDecorrTransform, TMVA::VariableGaussTransform, TMVA::VariableIdentityTransform, TMVA::VariableNormalizeTransform, TMVA::VariablePCATransform, and TMVA::VariableRearrangeTransform.

◆ StreamerNVirtual()

void TMVA::VariableTransformBase::StreamerNVirtual ( TBuffer & ClassDef_StreamerNVirtual_b )

inline

Definition at line 176 of file VariableTransformBase.h.

◆ Targets() [1/2]

std::vector< TMVA::VariableInfo > & TMVA::VariableTransformBase::Targets ( )

inlineprotected

Definition at line 134 of file VariableTransformBase.h.

◆ Targets() [2/2]

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

inline

Definition at line 111 of file VariableTransformBase.h.

◆ ToggleInputSortOrder()

void TMVA::VariableTransformBase::ToggleInputSortOrder ( Bool_t sortOrder )

inline

Definition at line 83 of file VariableTransformBase.h.

◆ Transform()

virtual const Event * TMVA::VariableTransformBase::Transform	(	const Event * const	,
		Int_t	cls
	)		const

pure virtual

Implemented in TMVA::VariableDecorrTransform, TMVA::VariableGaussTransform, TMVA::VariableIdentityTransform, TMVA::VariableNormalizeTransform, TMVA::VariablePCATransform, and TMVA::VariableRearrangeTransform.

◆ UpdateNorm()

void TMVA::VariableTransformBase::UpdateNorm	(	Int_t	ivar,
		Double_t	x
	)

private

TODO --> adapt to variable,target,spectator selection update min and max of a given variable (target) and a given transformation method.

Definition at line 605 of file VariableTransformBase.cxx.

◆ UseSignalTransform()

Bool_t TMVA::VariableTransformBase::UseSignalTransform ( ) const

inline

Definition at line 89 of file VariableTransformBase.h.

◆ Variables() [1/2]

std::vector< TMVA::VariableInfo > & TMVA::VariableTransformBase::Variables ( )

inlineprotected

Definition at line 133 of file VariableTransformBase.h.

◆ Variables() [2/2]

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

inline

Definition at line 110 of file VariableTransformBase.h.

◆ WriteTransformationToStream()

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

pure virtual

Implemented in TMVA::VariableDecorrTransform, TMVA::VariableGaussTransform, TMVA::VariableIdentityTransform, TMVA::VariableNormalizeTransform, TMVA::VariablePCATransform, and TMVA::VariableRearrangeTransform.

Member Data Documentation

◆ fBackTransformedEvent

Event* TMVA::VariableTransformBase::fBackTransformedEvent

mutableprotected

holds the current back-transformed event

Definition at line 140 of file VariableTransformBase.h.

◆ fCreated

Bool_t TMVA::VariableTransformBase::fCreated

private

has been created

Definition at line 154 of file VariableTransformBase.h.

◆ fDsi

DataSetInfo& TMVA::VariableTransformBase::fDsi

protected

Definition at line 130 of file VariableTransformBase.h.

◆ fDsiOutput

DataSetInfo* TMVA::VariableTransformBase::fDsiOutput

protected

Definition at line 131 of file VariableTransformBase.h.

◆ fEnabled

Bool_t TMVA::VariableTransformBase::fEnabled

private

has been enabled

Definition at line 153 of file VariableTransformBase.h.

◆ fGet

VectorOfCharAndInt TMVA::VariableTransformBase::fGet

protected

get variables/targets/spectators

Definition at line 143 of file VariableTransformBase.h.

◆ fLogger

MsgLogger* TMVA::VariableTransformBase::fLogger

mutableprotected

! message logger

Definition at line 174 of file VariableTransformBase.h.

◆ fNormalise

Bool_t TMVA::VariableTransformBase::fNormalise

private

normalise input variables

Definition at line 155 of file VariableTransformBase.h.

◆ fNSpectators

UInt_t TMVA::VariableTransformBase::fNSpectators

mutableprivate

number of spectators to be transformed

Definition at line 165 of file VariableTransformBase.h.

◆ fNTargets

UInt_t TMVA::VariableTransformBase::fNTargets

mutableprivate

number of targets to be transformed

Definition at line 164 of file VariableTransformBase.h.

◆ fNVariables

UInt_t TMVA::VariableTransformBase::fNVariables

mutableprivate

number of variables to be transformed

Definition at line 163 of file VariableTransformBase.h.

◆ fNVars

UInt_t TMVA::VariableTransformBase::fNVars

private

number of variables

Definition at line 156 of file VariableTransformBase.h.

◆ fPut

VectorOfCharAndInt TMVA::VariableTransformBase::fPut

protected

put variables/targets/spectators

Definition at line 144 of file VariableTransformBase.h.

◆ fSortGet

Bool_t TMVA::VariableTransformBase::fSortGet

private

if true, sort the variables into the order as defined by the user at the var definition if false, sort the variables according to the order given for the var transformation

Definition at line 167 of file VariableTransformBase.h.

◆ fSpectators

std::vector<TMVA::VariableInfo> TMVA::VariableTransformBase::fSpectators

private

event spectators [saved to weight file --> TODO ]

Definition at line 160 of file VariableTransformBase.h.

◆ fTargets

std::vector<TMVA::VariableInfo> TMVA::VariableTransformBase::fTargets

private

event targets [saved to weight file --> TODO ]

Definition at line 159 of file VariableTransformBase.h.

◆ fTMVAVersion

TMVAVersion_t TMVA::VariableTransformBase::fTMVAVersion

protected

Definition at line 172 of file VariableTransformBase.h.

◆ fTransformedEvent

Event* TMVA::VariableTransformBase::fTransformedEvent

mutableprotected

holds the current transformed event

Definition at line 139 of file VariableTransformBase.h.

◆ fTransformName

TString TMVA::VariableTransformBase::fTransformName

private

name of transformation

Definition at line 157 of file VariableTransformBase.h.

◆ fUseSignalTransform

Bool_t TMVA::VariableTransformBase::fUseSignalTransform

private

true if transformation bases on signal data

Definition at line 152 of file VariableTransformBase.h.

◆ fVariables

std::vector<TMVA::VariableInfo> TMVA::VariableTransformBase::fVariables

private

event variables [saved to weight file]

Definition at line 158 of file VariableTransformBase.h.

◆ fVariableTransform

Types::EVariableTransform TMVA::VariableTransformBase::fVariableTransform

private

Decorrelation, PCA, etc.

Definition at line 148 of file VariableTransformBase.h.

◆ fVariableTypesAreCounted

Bool_t TMVA::VariableTransformBase::fVariableTypesAreCounted

mutableprivate

true if variable types have been counted already

Definition at line 162 of file VariableTransformBase.h.

Libraries for TMVA::VariableTransformBase:

[legend]

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

tmva/tmva/inc/TMVA/VariableTransformBase.h
tmva/tmva/src/VariableTransformBase.cxx

Public Types

Public Member Functions

Static Public Member Functions

Protected Member Functions

Protected Attributes

Private Member Functions

Private Attributes

Additional Inherited Members

Member Typedef Documentation

◆ ItVarTypeIdx

◆ ItVarTypeIdxConst

◆ VectorOfCharAndInt

Constructor & Destructor Documentation

◆ VariableTransformBase()

◆ ~VariableTransformBase()

Member Function Documentation

◆ AttachXMLTo()

◆ CalcNorm()

◆ Class()

◆ Class_Name()

◆ Class_Version()

◆ CountVariableTypes()

◆ DeclFileName()

◆ GetInput()

◆ GetName()

◆ GetNClasses()

◆ GetNSpectators()

◆ GetNTargets()

◆ GetNVariables()

◆ GetShortName()

◆ GetTransformationStrings()

◆ GetVariableTransform()

◆ Initialize()

◆ InverseTransform()

◆ IsA()

◆ IsCreated()

◆ IsEnabled()

◆ IsNormalised()

◆ Log()

◆ MakeFunction()

◆ PrepareTransformation()

◆ PrintTransformation()

◆ ReadFromXML()

◆ ReadTransformationFromStream()

◆ SelectInput()

◆ SetCreated()

◆ SetEnabled()

◆ SetName()

◆ SetNormalise()

◆ SetNVariables()

◆ SetOutput()

◆ SetOutputDataSetInfo()

◆ SetTMVAVersion()

◆ SetUseSignalTransform()

◆ Spectators() [1/2]

◆ Spectators() [2/2]

◆ Streamer()

◆ StreamerNVirtual()

◆ Targets() [1/2]

◆ Targets() [2/2]

◆ ToggleInputSortOrder()

◆ Transform()

◆ UpdateNorm()

◆ UseSignalTransform()

◆ Variables() [1/2]

◆ Variables() [2/2]

◆ WriteTransformationToStream()

Member Data Documentation

◆ fBackTransformedEvent

◆ fCreated

◆ fDsi

◆ fDsiOutput

◆ fEnabled

◆ fGet

◆ fLogger

◆ fNormalise

◆ fNSpectators

◆ fNTargets

◆ fNVariables

◆ fNVars