This PDEFoam variant stores in every cell the average target fTarget (see the Constructor) as well as the statistical error on the target fTarget.
It therefore acts as a target estimator. It should be booked together with the PDEFoamTargetDensity density estimator, which returns the target fTarget density at a given phase space point during the foam build-up.
Definition at line 40 of file PDEFoamTarget.h.
Public Member Functions | |
| PDEFoamTarget () | |
| Default constructor for streamer, user should not use it. | |
| PDEFoamTarget (const TString &, UInt_t) | |
| User constructor. | |
| virtual | ~PDEFoamTarget () |
| virtual void | FillFoamCells (const Event *ev, Float_t wt) |
| This function fills an event into the discriminant PDEFoam. | |
| virtual void | Finalize () |
| Calculate average cell target in every cell and save them to the cell. | |
| virtual Float_t | GetCellValue (const PDEFoamCell *cell, ECellValue cv) |
| Returns the cell value of 'cell' corresponding to the given option 'cv'. | |
| virtual std::vector< Float_t > | GetCellValue (const std::map< Int_t, Float_t > &xvec, ECellValue cv) |
| This function finds all cells, which corresponds to the given (incomplete) untransformed event vector 'xvec' and returns the cell values, according to the parameter 'cv'. | |
| 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'. | |
| 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'. | |
| virtual TClass * | IsA () const |
| virtual void | Streamer (TBuffer &) |
| Stream an object of class TObject. | |
| void | StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b) |
Public Member Functions inherited from TMVA::PDEFoam | |
| PDEFoam () | |
| Default constructor for streamer, user should not use it. | |
| PDEFoam (const TString &) | |
| User constructor, to be employed by the user. | |
| virtual | ~PDEFoam () |
| Default destructor. | |
| void | AddVariableName (const char *s) |
| void | AddVariableName (TObjString *s) |
| void | CheckAll (Int_t) |
| User utility, miscellaneous and debug. | |
| void | Create () |
| Basic initialization of FOAM invoked by the user. | |
| void | DeleteBinarySearchTree () |
| Delete the foam's density estimator, which contains the binary search tree. | |
| TH1D * | Draw1Dim (ECellValue cell_value, Int_t nbin, PDEFoamKernelBase *kernel=nullptr) |
| Draws 1-dimensional foam (= histogram) | |
| void | FillBinarySearchTree (const Event *ev) |
| Insert event to internal foam's density estimator PDEFoamDensityBase. | |
| TString | GetFoamName () const |
| UInt_t | GetMaxDepth () const |
| UInt_t | GetNActiveCells () const |
| UInt_t | GetNCells () const |
| UInt_t | GetNInActiveCells () const |
| UInt_t | GetNmin () |
| PDEFoamCell * | GetRootCell () const |
| Int_t | GetTotDim () const |
| TObjString * | GetVariableName (Int_t idx) |
| Double_t | GetXmax (Int_t idim) const |
| Double_t | GetXmin (Int_t idim) const |
| void | Initialize () |
| MsgLogger & | Log () const |
| void | PrintCell (Long_t iCell=0) |
| Prints geometry of and elements of 'iCell', as well as relations to parent and daughter cells. | |
| void | PrintCells () |
| Prints geometry of ALL cells of the FOAM. | |
| virtual TH2D * | Project2 (Int_t idim1, Int_t idim2, ECellValue cell_value=kValue, PDEFoamKernelBase *kernel=nullptr, UInt_t nbin=50) |
| Project foam variable idim1 and variable idim2 to histogram. | |
| void | ResetCellElements () |
| Remove the cell elements from all cells. | |
| 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. | |
| void | SetDensity (PDEFoamDensityBase *dens) |
| void | SetDim (Int_t kDim) |
| Sets dimension of cubical space. | |
| 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. | |
| void | SetMaxDepth (UInt_t maxdepth) |
| void | SetnBin (Int_t nBin) |
| void | SetnCells (Long_t nCells) |
| void | SetNmin (UInt_t val) |
| void | SetnSampl (Long_t nSampl) |
| void | SetXmax (Int_t idim, Double_t wmax) |
| set upper foam bound in dimension idim | |
| void | SetXmin (Int_t idim, Double_t wmin) |
| set lower foam bound in dimension idim | |
| void | StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b) |
| std::vector< Float_t > | VarTransform (const std::vector< Float_t > &invec) const |
| Float_t | VarTransform (Int_t idim, Float_t x) const |
| std::vector< Float_t > | VarTransformInvers (const std::vector< Float_t > &invec) const |
| Float_t | VarTransformInvers (Int_t idim, Float_t x) const |
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 const char * | GetName () const |
| Returns 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 TMVA::PDEFoam | |
| 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 | |
| PDEFoamTarget (const PDEFoamTarget &) | |
| Copy Constructor NOT IMPLEMENTED (NEVER USED) | |
| Bool_t | CellValueIsUndefined (PDEFoamCell *cell) |
| Returns true, if the target error equals -1, as set in Finalize() in case of no events in the cell. | |
| Float_t | GetAverageNeighborsValue (std::vector< Float_t > &, ECellValue) |
| This function returns the average value 'cv' of only nearest neighbor cells. | |
Protected Member Functions inherited from TMVA::PDEFoam | |
| PDEFoam (const PDEFoam &) | |
| Copy Constructor NOT IMPLEMENTED (NEVER USED) | |
| Int_t | CellFill (Int_t, PDEFoamCell *) |
| Internal subprogram used by Create. | |
| Int_t | Divide (PDEFoamCell *) |
| Internal subprogram used by Create. | |
| Double_t | Eval (Double_t *xRand, Double_t &event_density) |
| Internal subprogram. | |
| virtual void | Explore (PDEFoamCell *Cell) |
| Internal subprogram used by Create. | |
| PDEFoamCell * | FindCell (const std::vector< Float_t > &) const |
| Find cell that contains 'xvec' (in foam coordinates [0,1]). | |
| std::vector< TMVA::PDEFoamCell * > | FindCells (const std::map< Int_t, Float_t > &) const |
| Find all cells, that contain the coordinates specified in txvec. | |
| 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(). | |
| std::vector< TMVA::PDEFoamCell * > | FindCells (const std::vector< Float_t > &) const |
| Find all cells, that contain txvec. | |
| Double_t | GetCellElement (const PDEFoamCell *cell, UInt_t i) const |
| Returns cell element i of cell 'cell'. | |
| PDEFoamDensityBase * | GetDistr () const |
| void | Grow () |
| Internal subprogram used by Create. | |
| void | InitCells () |
| Internal subprogram used by Create. | |
| void | MakeAlpha () |
| Internal subprogram used by Create. | |
| void | OutputGrow (Bool_t finished=false) |
| Overridden function of PDEFoam to avoid native foam output. | |
| Long_t | PeekMax () |
| Internal subprogram used by Create. | |
| void | SetCellElement (PDEFoamCell *cell, UInt_t i, Double_t value) |
| Set cell element i of cell to value. | |
| template<typename T > | |
| T | Sqr (T x) const |
| void | Varedu (Double_t[5], Int_t &, Double_t &, Double_t &) |
| Internal subprogram used by Create. | |
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 | |
| UInt_t | fTarget |
Protected Attributes inherited from TMVA::PDEFoam | |
| Double_t * | fAlpha |
| [fDim] Internal parameters of the hyperrectangle | |
| PDEFoamCell ** | fCells |
| [fNCells] Array of ALL cells | |
| Int_t | fDim |
| Dimension of the integration/simulation space. | |
| PDEFoamDensityBase * | fDistr |
| ! distribution of training events | |
| EDTSeparation | fDTSeparation |
| BACKWARDS COMPATIBILITY: split cells according to decision tree logic. | |
| Int_t | fEvPerBin |
| Maximum number of effective (wt=1) events per bin. | |
| Bool_t | fFillFoamWithOrigWeights |
| BACKWARDS COMPATIBILITY: fill the foam with boost or orig. weights. | |
| EFoamType | fFoamType |
| BACKWARDS COMPATIBILITY: type of foam. | |
| TObjArray * | fHistEdg |
| Histograms of wt, one for each cell edge. | |
| Int_t * | fInhiDiv |
| ! [fDim] Flags for inhibiting cell division | |
| Int_t | fLastCe |
| Index of the last cell. | |
| MsgLogger * | fLogger |
| ! message logger | |
| Int_t * | fMaskDiv |
| ! [fDim] Dynamic Mask for cell division | |
| UInt_t | fMaxDepth |
| maximum depth of cell tree | |
| TString | fName |
| Name of a given instance of the FOAM class. | |
| Int_t | fNBin |
| No. of bins in the edge histogram for cell MC exploration. | |
| Int_t | fNCells |
| Maximum number of cells. | |
| UInt_t | fNElements |
| BACKWARDS COMPATIBILITY: number of variables in every cell. | |
| UInt_t | fNmin |
| minimal number of events in cell to split cell | |
| Int_t | fNoAct |
| Number of active cells. | |
| Int_t | fNSampl |
| No. of MC events, when dividing (exploring) cell. | |
| Bool_t | fPeekMax |
| BACKWARDS COMPATIBILITY: peek up cell with max. driver integral for split. | |
| TRandom3 * | fPseRan |
| Pointer to user-defined generator of pseudorandom numbers. | |
| Double_t * | fRvec |
| [fDim] random number vector from r.n. generator fDim+1 maximum elements | |
| Timer * | fTimer |
| ! timer for graphical output | |
| TObjArray * | fVariableNames |
| collection of all variable names | |
| Float_t | fVolFrac |
| BACKWARDS COMPATIBILITY: volume fraction (with respect to total phase space. | |
| Double_t * | fXmax |
| [fDim] maximum for variable transform | |
| Double_t * | fXmin |
| [fDim] minimum for variable transform | |
Additional Inherited Members | |
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 )) } |
Protected Types inherited from TObject | |
| enum | { kOnlyPrepStep = (1ULL << ( 3 )) } |
#include <TMVA/PDEFoamTarget.h>
|
protected |
Copy Constructor NOT IMPLEMENTED (NEVER USED)
Definition at line 81 of file PDEFoamTarget.cxx.
| TMVA::PDEFoamTarget::PDEFoamTarget | ( | ) |
Default constructor for streamer, user should not use it.
Definition at line 57 of file PDEFoamTarget.cxx.
User constructor.
Parameters:
Definition at line 72 of file PDEFoamTarget.cxx.
|
inlinevirtual |
Definition at line 59 of file PDEFoamTarget.h.
|
protectedvirtual |
Returns true, if the target error equals -1, as set in Finalize() in case of no events in the cell.
Reimplemented from TMVA::PDEFoam.
Definition at line 136 of file PDEFoamTarget.cxx.
|
static |
Definition at line 71 of file PDEFoamTarget.h.
|
inlinestatic |
Definition at line 71 of file PDEFoamTarget.h.
This function fills an event into the discriminant PDEFoam.
The weight 'wt' is filled into cell element 0 if the event is of class 'fTarget', and filled into cell element 1 otherwise.
Reimplemented from TMVA::PDEFoam.
Definition at line 93 of file PDEFoamTarget.cxx.
|
virtual |
Calculate average cell target in every cell and save them to the cell.
Cell element 0 will contain the average target and cell element 1 will contain the error on the target.
Reimplemented from TMVA::PDEFoam.
Definition at line 112 of file PDEFoamTarget.cxx.
|
protected |
This function returns the average value 'cv' of only nearest neighbor cells.
It is used in cases, where empty cells shall not be evaluated.
Parameters:
Definition at line 175 of file PDEFoamTarget.cxx.
|
virtual |
Returns the cell value of 'cell' corresponding to the given option 'cv'.
This function should be overridden by the subclass in order to specify which cell elements to return for a given cell value 'cv'. By default kValue returns cell element 0, and kValueError returns cell element 1.
Reimplemented from TMVA::PDEFoam.
Definition at line 264 of file PDEFoam.cxx.
|
virtual |
This function finds all cells, which corresponds to the given (incomplete) untransformed event vector 'xvec' and returns the cell values, according to the parameter 'cv'.
Parameters:
Return:
cell values from all cells that were found
Reimplemented from TMVA::PDEFoam.
Definition at line 261 of file PDEFoam.cxx.
|
virtual |
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'.
If cv == kValue, it is checked wether the cell value is undefined. If this is the case, then the mean of the neighbor's target values is returned, using GetAverageNeighborsValue().
Reimplemented from TMVA::PDEFoam.
Definition at line 150 of file PDEFoamTarget.cxx.
|
virtual |
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'.
If kernel != NULL, then PDEFoamKernelBase::Estimate() is called on the transformed event variables.
Parameters:
Return:
The cell value, corresponding to 'xvec', estimated by the given kernel.
Reimplemented from TMVA::PDEFoam.
Definition at line 258 of file PDEFoam.cxx.
Reimplemented from TMVA::PDEFoam.
Definition at line 71 of file PDEFoamTarget.h.
Stream an object of class TObject.
Reimplemented from TMVA::PDEFoam.
|
inline |
Definition at line 71 of file PDEFoamTarget.h.
|
protected |
Definition at line 44 of file PDEFoamTarget.h.