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Reference Guide
TMVA::VariableTransformBase Class Referenceabstract

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 More...
 
virtual ~VariableTransformBase (void)
 
virtual void AttachXMLTo (void *parent)=0
 create XML description the transformation (write out info of selected variables) More...
 
virtual void CountVariableTypes (UInt_t &nvars, UInt_t &ntgts, UInt_t &nspcts) const
 count variables, targets and spectators More...
 
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 More...
 
virtual const char * GetName () const
 Returns name of object. More...
 
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. More...
 
Types::EVariableTransform GetVariableTransform () const
 
virtual void Initialize ()=0
 
virtual const EventInverseTransform (const Event *const, Int_t cls) const =0
 
virtual TClassIsA () const
 
Bool_t IsCreated () const
 
Bool_t IsEnabled () const
 
Bool_t IsNormalised () const
 
MsgLoggerLog () const
 
virtual void MakeFunction (std::ostream &fout, const TString &fncName, Int_t part, UInt_t trCounter, Int_t cls)=0
 getinput and setoutput equivalent More...
 
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. More...
 
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 More...
 
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 More...
 
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. More...
 
void StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b)
 
const std::vector< TMVA::VariableInfo > & Targets () const
 
void ToggleInputSortOrder (Bool_t sortOrder)
 
virtual const EventTransform (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. More...
 
 TObject (const TObject &object)
 TObject copy ctor. More...
 
virtual ~TObject ()
 TObject destructor. More...
 
void AbstractMethod (const char *method) const
 Use this method to implement an "abstract" method that you don't want to leave purely abstract. More...
 
virtual void AppendPad (Option_t *option="")
 Append graphics object to current pad. More...
 
virtual void Browse (TBrowser *b)
 Browse object. May be overridden for another default action. More...
 
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. More...
 
virtual const char * ClassName () const
 Returns name of class to which the object belongs. More...
 
virtual void Clear (Option_t *="")
 
virtual TObjectClone (const char *newname="") const
 Make a clone of an object using the Streamer facility. More...
 
virtual Int_t Compare (const TObject *obj) const
 Compare abstract method. More...
 
virtual void Copy (TObject &object) const
 Copy this to obj. More...
 
virtual void Delete (Option_t *option="")
 Delete this object. More...
 
virtual Int_t DistancetoPrimitive (Int_t px, Int_t py)
 Computes distance from point (px,py) to the object. More...
 
virtual void Draw (Option_t *option="")
 Default Draw method for all objects. More...
 
virtual void DrawClass () const
 Draw class inheritance tree of the class to which this object belongs. More...
 
virtual TObjectDrawClone (Option_t *option="") const
 Draw a clone of this object in the current selected pad for instance with: gROOT->SetSelectedPad(gPad). More...
 
virtual void Dump () const
 Dump contents of object on stdout. More...
 
virtual void Error (const char *method, const char *msgfmt,...) const
 Issue error message. More...
 
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. More...
 
virtual void Execute (TMethod *method, TObjArray *params, Int_t *error=nullptr)
 Execute method on this object with parameters stored in the TObjArray. More...
 
virtual void ExecuteEvent (Int_t event, Int_t px, Int_t py)
 Execute action corresponding to an event at (px,py). More...
 
virtual void Fatal (const char *method, const char *msgfmt,...) const
 Issue fatal error message. More...
 
virtual TObjectFindObject (const char *name) const
 Must be redefined in derived classes. More...
 
virtual TObjectFindObject (const TObject *obj) const
 Must be redefined in derived classes. More...
 
virtual Option_tGetDrawOption () const
 Get option used by the graphics system to draw this object. More...
 
virtual const char * GetIconName () const
 Returns mime type name of object. More...
 
virtual const char * GetName () const
 Returns name of object. More...
 
virtual char * GetObjectInfo (Int_t px, Int_t py) const
 Returns string containing info about the object at position (px,py). More...
 
virtual Option_tGetOption () const
 
virtual const char * GetTitle () const
 Returns title of object. More...
 
virtual UInt_t GetUniqueID () const
 Return the unique object id. More...
 
virtual Bool_t HandleTimer (TTimer *timer)
 Execute action in response of a timer timing out. More...
 
virtual ULong_t Hash () const
 Return hash value for this object. More...
 
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. More...
 
virtual void Info (const char *method, const char *msgfmt,...) const
 Issue info message. More...
 
virtual Bool_t InheritsFrom (const char *classname) const
 Returns kTRUE if object inherits from class "classname". More...
 
virtual Bool_t InheritsFrom (const TClass *cl) const
 Returns kTRUE if object inherits from TClass cl. More...
 
virtual void Inspect () const
 Dump contents of this object in a graphics canvas. More...
 
void InvertBit (UInt_t f)
 
virtual TClassIsA () const
 
Bool_t IsDestructed () const
 IsDestructed. More...
 
virtual Bool_t IsEqual (const TObject *obj) const
 Default equal comparison (objects are equal if they have the same address in memory). More...
 
virtual Bool_t IsFolder () const
 Returns kTRUE in case object contains browsable objects (like containers or lists of other objects). More...
 
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. More...
 
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). More...
 
virtual Bool_t Notify ()
 This method must be overridden to handle object notification. More...
 
void Obsolete (const char *method, const char *asOfVers, const char *removedFromVers) const
 Use this method to declare a method obsolete. More...
 
void operator delete (void *ptr)
 Operator delete. More...
 
void operator delete[] (void *ptr)
 Operator delete []. More...
 
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)
 
TObjectoperator= (const TObject &rhs)
 TObject assignment operator. More...
 
virtual void Paint (Option_t *option="")
 This method must be overridden if a class wants to paint itself. More...
 
virtual void Pop ()
 Pop on object drawn in a pad to the top of the display list. More...
 
virtual void Print (Option_t *option="") const
 This method must be overridden when a class wants to print itself. More...
 
virtual Int_t Read (const char *name)
 Read contents of object with specified name from the current directory. More...
 
virtual void RecursiveRemove (TObject *obj)
 Recursively remove this object from a list. More...
 
void ResetBit (UInt_t f)
 
virtual void SaveAs (const char *filename="", Option_t *option="") const
 Save this object in the file specified by filename. More...
 
virtual void SavePrimitive (std::ostream &out, Option_t *option="")
 Save a primitive as a C++ statement(s) on output stream "out". More...
 
void SetBit (UInt_t f)
 
void SetBit (UInt_t f, Bool_t set)
 Set or unset the user status bits as specified in f. More...
 
virtual void SetDrawOption (Option_t *option="")
 Set drawing option for object. More...
 
virtual void SetUniqueID (UInt_t uid)
 Set the unique object id. More...
 
virtual void Streamer (TBuffer &)
 Stream an object of class TObject. More...
 
void StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b)
 
virtual void SysError (const char *method, const char *msgfmt,...) const
 Issue system error message. More...
 
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. More...
 
virtual void Warning (const char *method, const char *msgfmt,...) const
 Issue warning message. More...
 
virtual Int_t Write (const char *name=nullptr, Int_t option=0, Int_t bufsize=0)
 Write this object to the current directory. More...
 
virtual Int_t Write (const char *name=nullptr, Int_t option=0, Int_t bufsize=0) const
 Write this object to the current directory. More...
 

Static Public Member Functions

static TClassClass ()
 
static const char * Class_Name ()
 
static constexpr Version_t Class_Version ()
 
static const char * DeclFileName ()
 
- Static Public Member Functions inherited from TObject
static TClassClass ()
 
static const char * Class_Name ()
 
static constexpr Version_t Class_Version ()
 
static const char * DeclFileName ()
 
static Longptr_t GetDtorOnly ()
 Return destructor only flag. More...
 
static Bool_t GetObjectStat ()
 Get status of object stat flag. More...
 
static void SetDtorOnly (void *obj)
 Set destructor only flag. More...
 
static void SetObjectStat (Bool_t stat)
 Turn on/off tracking of objects in the TObjectTable. More...
 

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. More...
 
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). More...
 
void MakeZombie ()
 

Protected Attributes

EventfBackTransformedEvent
 holds the current back-transformed event More...
 
DataSetInfofDsi
 
DataSetInfofDsiOutput
 
VectorOfCharAndInt fGet
 get variables/targets/spectators More...
 
MsgLoggerfLogger
 ! message logger More...
 
VectorOfCharAndInt fPut
 put variables/targets/spectators More...
 
TMVAVersion_t fTMVAVersion
 
EventfTransformedEvent
 holds the current transformed event More...
 

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. More...
 

Private Attributes

Bool_t fCreated
 has been created More...
 
Bool_t fEnabled
 has been enabled More...
 
Bool_t fNormalise
 normalise input variables More...
 
UInt_t fNSpectators
 number of spectators to be transformed More...
 
UInt_t fNTargets
 number of targets to be transformed More...
 
UInt_t fNVariables
 number of variables to be transformed More...
 
UInt_t fNVars
 number of variables More...
 
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 More...
 
std::vector< TMVA::VariableInfofSpectators
 event spectators [saved to weight file --> TODO ] More...
 
std::vector< TMVA::VariableInfofTargets
 event targets [saved to weight file --> TODO ] More...
 
TString fTransformName
 name of transformation More...
 
Bool_t fUseSignalTransform
 true if transformation bases on signal data More...
 
std::vector< TMVA::VariableInfofVariables
 event variables [saved to weight file] More...
 
Types::EVariableTransform fVariableTransform
 Decorrelation, PCA, etc. More...
 
Bool_t fVariableTypesAreCounted
 true if variable types have been counted already More...
 

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

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()

◆ InverseTransform()

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

◆ IsA()

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

◆ 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

◆ PrepareTransformation()

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

◆ PrintTransformation()

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

◆ ReadFromXML()

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

◆ ReadTransformationFromStream()

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

◆ 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

◆ 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

◆ 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

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