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TMVA::PDEFoamMultiTarget Class Reference

Definition at line 45 of file PDEFoamMultiTarget.h.

Public Member Functions

 PDEFoamMultiTarget ()
 
 PDEFoamMultiTarget (const TString &, ETargetSelection)
 User constructor. More...
 
virtual ~PDEFoamMultiTarget ()
 
virtual std::vector< Float_tGetCellValue (const std::map< Int_t, Float_t > &, ECellValue)
 This function is overridden from PDFEFoam. More...
 
- Public Member Functions inherited from TMVA::PDEFoamEvent
 PDEFoamEvent ()
 
 PDEFoamEvent (const TString &)
 
virtual ~PDEFoamEvent ()
 
virtual void FillFoamCells (const Event *ev, Float_t wt)
 This function fills an event weight 'wt' into the PDEFoam. More...
 
- Public Member Functions inherited from TMVA::PDEFoam
 PDEFoam ()
 Default constructor for streamer, user should not use it. More...
 
 PDEFoam (const TString &)
 User constructor, to be employed by the user. More...
 
virtual ~PDEFoam ()
 Default destructor. More...
 
void Initialize ()
 
void FillBinarySearchTree (const Event *ev)
 Insert event to internal foam's density estimator PDEFoamDensityBase. More...
 
void Create ()
 Basic initialization of FOAM invoked by the user. More...
 
void ResetCellElements ()
 Remove the cell elements from all cells. More...
 
virtual void Finalize ()
 
void SetDim (Int_t kDim)
 Sets dimension of cubical space. More...
 
void SetnCells (Long_t nCells)
 
void SetnSampl (Long_t nSampl)
 
void SetnBin (Int_t nBin)
 
void SetEvPerBin (Int_t EvPerBin)
 
void SetInhiDiv (Int_t, Int_t)
 This can be called before Create, after setting kDim It defines which variables are excluded in the process of the cell division. More...
 
void SetDensity (PDEFoamDensityBase *dens)
 
Int_t GetTotDim () const
 
TString GetFoamName () const
 
UInt_t GetNActiveCells () const
 
UInt_t GetNInActiveCells () const
 
UInt_t GetNCells () const
 
PDEFoamCellGetRootCell () const
 
void SetNmin (UInt_t val)
 
UInt_t GetNmin ()
 
void SetMaxDepth (UInt_t maxdepth)
 
UInt_t GetMaxDepth () const
 
void SetXmin (Int_t idim, Double_t wmin)
 set lower foam bound in dimension idim More...
 
void SetXmax (Int_t idim, Double_t wmax)
 set upper foam bound in dimension idim More...
 
Double_t GetXmin (Int_t idim) const
 
Double_t GetXmax (Int_t idim) const
 
void AddVariableName (const char *s)
 
void AddVariableName (TObjString *s)
 
TObjStringGetVariableName (Int_t idx)
 
void DeleteBinarySearchTree ()
 Delete the foam's density estimator, which contains the binary search tree. More...
 
Float_t VarTransform (Int_t idim, Float_t x) const
 
std::vector< Float_tVarTransform (const std::vector< Float_t > &invec) const
 
Float_t VarTransformInvers (Int_t idim, Float_t x) const
 
std::vector< Float_tVarTransformInvers (const std::vector< Float_t > &invec) const
 
void CheckAll (Int_t)
 User utility, miscellaneous and debug. More...
 
void PrintCell (Long_t iCell=0)
 Prints geometry of and elements of 'iCell', as well as relations to parent and daughter cells. More...
 
void PrintCells ()
 Prints geometry of ALL cells of the FOAM. More...
 
MsgLoggerLog () const
 
virtual TH2DProject2 (Int_t idim1, Int_t idim2, ECellValue cell_value=kValue, PDEFoamKernelBase *kernel=NULL, UInt_t nbin=50)
 Project foam variable idim1 and variable idim2 to histogram. More...
 
TH1DDraw1Dim (ECellValue cell_value, Int_t nbin, PDEFoamKernelBase *kernel=NULL)
 Draws 1-dimensional foam (= histogram) More...
 
void RootPlot2dim (const TString &filename, TString opt, Bool_t createCanvas=kTRUE, Bool_t colors=kTRUE)
 Debugging tool which plots the cells of a 2-dimensional PDEFoam as rectangles in C++ format readable for ROOT. More...
 
virtual Float_t GetCellValue (const std::vector< Float_t > &xvec, ECellValue cv, PDEFoamKernelBase *)
 This function finds the cell, which corresponds to the given untransformed event vector 'xvec' and return its value, which is given by the parameter 'cv'. More...
 
virtual Float_t GetCellValue (const PDEFoamCell *cell, ECellValue cv)
 Returns the cell value of 'cell' corresponding to the given option 'cv'. More...
 
- Public Member Functions inherited from TObject
 TObject ()
 
 TObject (const TObject &object)
 TObject copy ctor. More...
 
TObjectoperator= (const TObject &rhs)
 TObject assignment operator. More...
 
virtual ~TObject ()
 TObject destructor. 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...
 
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 pad. More...
 
virtual void Dump () const
 Dump contents of object on stdout. More...
 
virtual void Execute (const char *method, const char *params, Int_t *error=0)
 Execute method on this object with the given parameter string, e.g. More...
 
virtual void Execute (TMethod *method, TObjArray *params, Int_t *error=0)
 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 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 UInt_t GetUniqueID () const
 Return the unique object id. More...
 
virtual const char * GetName () const
 Returns name of object. More...
 
virtual const char * GetIconName () const
 Returns mime type name of object. More...
 
virtual Option_tGetOption () const
 
virtual char * GetObjectInfo (Int_t px, Int_t py) const
 Returns string containing info about the object at position (px,py). More...
 
virtual const char * GetTitle () const
 Returns title of object. 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...
 
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...
 
virtual Bool_t IsFolder () const
 Returns kTRUE in case object contains browsable objects (like containers or lists of other objects). 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 IsSortable () const
 
Bool_t IsOnHeap () const
 
Bool_t IsZombie () const
 
virtual Bool_t Notify ()
 This method must be overridden to handle object notification. More...
 
virtual void ls (Option_t *option="") const
 The ls function lists the contents of a class on stdout. 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...
 
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...
 
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 UseCurrentStyle ()
 Set current style settings in this object This function is called when either TCanvas::UseCurrentStyle or TROOT::ForceStyle have been invoked. More...
 
virtual Int_t Write (const char *name=0, Int_t option=0, Int_t bufsize=0)
 Write this object to the current directory. More...
 
virtual Int_t Write (const char *name=0, Int_t option=0, Int_t bufsize=0) const
 Write this object to the current directory. More...
 
voidoperator new (size_t sz)
 
voidoperator new[] (size_t sz)
 
voidoperator new (size_t sz, void *vp)
 
voidoperator new[] (size_t sz, void *vp)
 
void operator delete (void *ptr)
 Operator delete. More...
 
void operator delete[] (void *ptr)
 Operator delete []. More...
 
void SetBit (UInt_t f, Bool_t set)
 Set or unset the user status bits as specified in f. More...
 
void SetBit (UInt_t f)
 
void ResetBit (UInt_t f)
 
Bool_t TestBit (UInt_t f) const
 
Int_t TestBits (UInt_t f) const
 
void InvertBit (UInt_t f)
 
virtual void Info (const char *method, const char *msgfmt,...) const
 Issue info message. More...
 
virtual void Warning (const char *method, const char *msgfmt,...) const
 Issue warning message. More...
 
virtual void Error (const char *method, const char *msgfmt,...) const
 Issue error message. More...
 
virtual void SysError (const char *method, const char *msgfmt,...) const
 Issue system error message. More...
 
virtual void Fatal (const char *method, const char *msgfmt,...) const
 Issue fatal error message. 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...
 
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...
 
void Obsolete (const char *method, const char *asOfVers, const char *removedFromVers) const
 Use this method to declare a method obsolete. More...
 

Protected Member Functions

 PDEFoamMultiTarget (const PDEFoamMultiTarget &)
 Copy Constructor NOT IMPLEMENTED (NEVER USED) More...
 
virtual void CalculateMpv (std::map< Int_t, Float_t > &, const std::vector< PDEFoamCell * > &)
 
virtual void CalculateMean (std::map< Int_t, Float_t > &, const std::vector< PDEFoamCell * > &)
 
- Protected Member Functions inherited from TMVA::PDEFoamEvent
 PDEFoamEvent (const PDEFoamEvent &)
 Copy Constructor NOT IMPLEMENTED (NEVER USED) More...
 
- Protected Member Functions inherited from TMVA::PDEFoam
void OutputGrow (Bool_t finished=false)
 message logger More...
 
void InitCells ()
 Internal subprogram used by Create. More...
 
Int_t CellFill (Int_t, PDEFoamCell *)
 Internal subprogram used by Create. More...
 
virtual void Explore (PDEFoamCell *Cell)
 Internal subprogram used by Create. More...
 
void Varedu (Double_t[], Int_t &, Double_t &, Double_t &)
 Internal subrogram used by Create. More...
 
void MakeAlpha ()
 Internal subrogram used by Create. More...
 
void Grow ()
 Internal subrogram used by Create. More...
 
Long_t PeekMax ()
 Internal subprogram used by Create. More...
 
Int_t Divide (PDEFoamCell *)
 Internal subrogram used by Create. More...
 
Double_t Eval (Double_t *xRand, Double_t &event_density)
 Internal subprogram. More...
 
Double_t GetCellElement (const PDEFoamCell *cell, UInt_t i) const
 Returns cell element i of cell 'cell'. More...
 
void SetCellElement (PDEFoamCell *cell, UInt_t i, Double_t value)
 Set cell element i of cell to value. More...
 
virtual Bool_t CellValueIsUndefined (PDEFoamCell *)
 Returns true, if the value of the given cell is undefined. More...
 
PDEFoamCellFindCell (const std::vector< Float_t > &) const
 Find cell that contains 'xvec' (in foam coordinates [0,1]). More...
 
std::vector< TMVA::PDEFoamCell * > FindCells (const std::vector< Float_t > &) const
 Find all cells, that contain txvec. More...
 
std::vector< TMVA::PDEFoamCell * > FindCells (const std::map< Int_t, Float_t > &) const
 Find all cells, that contain the coordinates specified in txvec. More...
 
void FindCells (const std::map< Int_t, Float_t > &, PDEFoamCell *, std::vector< PDEFoamCell * > &) const
 This is a helper function for std::vector<PDEFoamCell*> FindCells(...) and a generalisation of PDEFoamCell* FindCell(). More...
 
PDEFoamDensityBaseGetDistr () const
 
template<typename T >
T Sqr (T x) const
 
 PDEFoam (const PDEFoam &)
 Copy Constructor NOT IMPLEMENTED (NEVER USED) More...
 
- Protected Member Functions inherited from TObject
void MakeZombie ()
 
virtual void DoError (int level, const char *location, const char *fmt, va_list va) const
 Interface to ErrorHandler (protected). More...
 

Protected Attributes

ETargetSelection fTargetSelection
 
- Protected Attributes inherited from TMVA::PDEFoam
TString fName
 
Int_t fDim
 
Int_t fNCells
 
Int_t fNBin
 
Int_t fNSampl
 
Int_t fEvPerBin
 
Int_tfMaskDiv
 
Int_tfInhiDiv
 [fDim] Dynamic Mask for cell division More...
 
Int_t fNoAct
 [fDim] Flags for inhibiting cell division More...
 
Int_t fLastCe
 
PDEFoamCell ** fCells
 
TObjArrayfHistEdg
 
Double_tfRvec
 
TRandom3fPseRan
 
Double_tfAlpha
 
EFoamType fFoamType
 
Double_tfXmin
 
Double_tfXmax
 
UInt_t fNElements
 
UInt_t fNmin
 
UInt_t fMaxDepth
 
Float_t fVolFrac
 
Bool_t fFillFoamWithOrigWeights
 
EDTSeparation fDTSeparation
 
Bool_t fPeekMax
 
PDEFoamDensityBasefDistr
 
TimerfTimer
 distribution of training events More...
 
TObjArrayfVariableNames
 timer for graphical output More...
 
MsgLoggerfLogger
 

Additional Inherited Members

- Public Types inherited from TObject
enum  EStatusBits {
  kCanDelete = BIT(0), kMustCleanup = BIT(3), kObjInCanvas = BIT(3), kIsReferenced = BIT(4),
  kHasUUID = BIT(5), kCannotPick = BIT(6), kNoContextMenu = BIT(8), kInvalidObject = BIT(13)
}
 
enum  { kIsOnHeap = 0x01000000, kNotDeleted = 0x02000000, kZombie = 0x04000000, kBitMask = 0x00ffffff }
 
enum  { kSingleKey = BIT(0), kOverwrite = BIT(1), kWriteDelete = BIT(2) }
 
- Static Public Member Functions inherited from TObject
static Long_t GetDtorOnly ()
 Return destructor only flag. More...
 
static void SetDtorOnly (void *obj)
 Set destructor only flag. More...
 
static Bool_t GetObjectStat ()
 Get status of object stat flag. More...
 
static void SetObjectStat (Bool_t stat)
 Turn on/off tracking of objects in the TObjectTable. More...
 

#include <TMVA/PDEFoamMultiTarget.h>

Inheritance diagram for TMVA::PDEFoamMultiTarget:
[legend]

Constructor & Destructor Documentation

TMVA::PDEFoamMultiTarget::PDEFoamMultiTarget ( const PDEFoamMultiTarget from)
protected

Copy Constructor NOT IMPLEMENTED (NEVER USED)

Definition at line 106 of file PDEFoamMultiTarget.cxx.

TMVA::PDEFoamMultiTarget::PDEFoamMultiTarget ( )
TMVA::PDEFoamMultiTarget::PDEFoamMultiTarget ( const TString name,
ETargetSelection  ts 
)

User constructor.

Parameters:

Definition at line 97 of file PDEFoamMultiTarget.cxx.

virtual TMVA::PDEFoamMultiTarget::~PDEFoamMultiTarget ( )
inlinevirtual

Definition at line 59 of file PDEFoamMultiTarget.h.

Member Function Documentation

void TMVA::PDEFoamMultiTarget::CalculateMean ( std::map< Int_t, Float_t > &  target,
const std::vector< PDEFoamCell * > &  cells 
)
protectedvirtual

Definition at line 234 of file PDEFoamMultiTarget.cxx.

void TMVA::PDEFoamMultiTarget::CalculateMpv ( std::map< Int_t, Float_t > &  target,
const std::vector< PDEFoamCell * > &  cells 
)
protectedvirtual

Definition at line 189 of file PDEFoamMultiTarget.cxx.

std::vector< Float_t > TMVA::PDEFoamMultiTarget::GetCellValue ( const std::map< Int_t, Float_t > &  xvec,
ECellValue   
)
virtual

This function is overridden from PDFEFoam.

It returns all regression targets (in order), given an untransformed event vector 'xvec'. The key of 'xvec' is the dimension and the value (Float_t) is the coordinate.

Note: number of foam dimensions = number of variables + number of targets

Parameters:

  • xvec - map of event variables (no targets!)
  • cv - cell value to return (ignored!)

Return: Targets, ordered by missing dimensions in 'xvec'. The size of the returned vector = foam dimension - size of xvec.

Reimplemented from TMVA::PDEFoam.

Definition at line 130 of file PDEFoamMultiTarget.cxx.

Member Data Documentation

ETargetSelection TMVA::PDEFoamMultiTarget::fTargetSelection
protected

Definition at line 49 of file PDEFoamMultiTarget.h.

Collaboration diagram for TMVA::PDEFoamMultiTarget:
[legend]

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