Linear interpolation class.
Definition at line 49 of file VariableDecorrTransform.h.
Public Member Functions | |
VariableDecorrTransform (DataSetInfo &dsi) | |
constructor | |
virtual | ~VariableDecorrTransform (void) |
destructor | |
virtual void | AttachXMLTo (void *parent) |
node attachment to parent | |
std::vector< TString > * | GetTransformationStrings (Int_t cls) const |
creates string with variable transformations applied | |
void | Initialize () |
initialisation | |
virtual const Event * | InverseTransform (const Event *const, Int_t cls) const |
apply the inverse decorrelation transformation ... TODO : ... build the inverse transformation | |
virtual void | MakeFunction (std::ostream &fout, const TString &fncName, Int_t part, UInt_t trCounter, Int_t cls) |
creates C++ code fragment of the decorrelation transform for inclusion in standalone C++ class | |
Bool_t | PrepareTransformation (const std::vector< Event * > &) |
calculate the decorrelation matrix and the normalization | |
virtual void | PrintTransformation (std::ostream &o) |
prints the transformation matrix | |
virtual void | ReadFromXML (void *trfnode) |
Read the transformation matrices from the xml node. | |
void | ReadTransformationFromStream (std::istream &, const TString &) |
Read the decorellation matrix from an input stream. | |
virtual const Event * | Transform (const Event *const, Int_t cls) const |
apply the decorrelation transformation | |
void | WriteTransformationToStream (std::ostream &) const |
write the decorrelation matrix to the stream | |
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VariableTransformBase (DataSetInfo &dsi, Types::EVariableTransform tf, const TString &trfName) | |
standard constructor | |
virtual | ~VariableTransformBase (void) |
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 |
Types::EVariableTransform | GetVariableTransform () const |
Bool_t | IsCreated () const |
Bool_t | IsEnabled () const |
Bool_t | IsNormalised () const |
MsgLogger & | Log () const |
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=0, 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 |
const std::vector< TMVA::VariableInfo > & | Targets () const |
void | ToggleInputSortOrder (Bool_t sortOrder) |
Bool_t | UseSignalTransform () const |
const std::vector< TMVA::VariableInfo > & | Variables () const |
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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 for instance with: gROOT->SetSelectedPad(gPad) . | |
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=0) |
Execute method on this object with the given parameter string, e.g. | |
virtual void | Execute (TMethod *method, TObjArray *params, Int_t *error=0) |
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) |
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. | |
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) |
Operator delete []. | |
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. | |
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=0, Int_t option=0, Int_t bufsize=0) |
Write this object to the current directory. | |
virtual Int_t | Write (const char *name=0, Int_t option=0, Int_t bufsize=0) const |
Write this object to the current directory. | |
Private Member Functions | |
std::vector< TMatrixDSym * > * | CalcCovarianceMatrices (const std::vector< const Event * > &events, Int_t maxCls) |
void | CalcSQRMats (const std::vector< Event * > &, Int_t maxCls) |
Decorrelation matrix [class0/class1/.../all classes]. | |
Private Attributes | |
std::vector< TMatrixD * > | fDecorrMatrices |
Additional Inherited Members | |
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typedef VectorOfCharAndInt::iterator | ItVarTypeIdx |
typedef VectorOfCharAndInt::const_iterator | ItVarTypeIdxConst |
typedef std::vector< std::pair< Char_t, UInt_t > > | VectorOfCharAndInt |
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enum | { kIsOnHeap = 0x01000000 , kNotDeleted = 0x02000000 , kZombie = 0x04000000 , kInconsistent = 0x08000000 , kBitMask = 0x00ffffff } |
enum | { kSingleKey = BIT(0) , kOverwrite = BIT(1) , kWriteDelete = BIT(2) } |
enum | EDeprecatedStatusBits { kObjInCanvas = BIT(3) } |
enum | EStatusBits { kCanDelete = BIT(0) , kMustCleanup = BIT(3) , kIsReferenced = BIT(4) , kHasUUID = BIT(5) , kCannotPick = BIT(6) , kNoContextMenu = BIT(8) , kInvalidObject = BIT(13) } |
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static Long_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. | |
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enum | { kOnlyPrepStep = BIT(3) } |
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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 () |
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virtual void | DoError (int level, const char *location, const char *fmt, va_list va) const |
Interface to ErrorHandler (protected). | |
void | MakeZombie () |
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Event * | fBackTransformedEvent |
DataSetInfo & | fDsi |
DataSetInfo * | fDsiOutput |
VectorOfCharAndInt | fGet |
MsgLogger * | fLogger |
VectorOfCharAndInt | fPut |
TMVAVersion_t | fTMVAVersion |
Event * | fTransformedEvent |
#include <TMVA/VariableDecorrTransform.h>
TMVA::VariableDecorrTransform::VariableDecorrTransform | ( | DataSetInfo & | dsi | ) |
constructor
Definition at line 57 of file VariableDecorrTransform.cxx.
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virtual |
destructor
Definition at line 65 of file VariableDecorrTransform.cxx.
node attachment to parent
Implements TMVA::VariableTransformBase.
Definition at line 295 of file VariableDecorrTransform.cxx.
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private |
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private |
Decorrelation matrix [class0/class1/.../all classes].
compute square-root matrices for signal and background
Definition at line 244 of file VariableDecorrTransform.cxx.
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virtual |
creates string with variable transformations applied
Reimplemented from TMVA::VariableTransformBase.
Definition at line 114 of file VariableDecorrTransform.cxx.
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virtual |
initialisation
Implements TMVA::VariableTransformBase.
Definition at line 75 of file VariableDecorrTransform.cxx.
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virtual |
apply the inverse decorrelation transformation ... TODO : ... build the inverse transformation
Implements TMVA::VariableTransformBase.
Definition at line 233 of file VariableDecorrTransform.cxx.
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virtual |
creates C++ code fragment of the decorrelation transform for inclusion in standalone C++ class
Implements TMVA::VariableTransformBase.
Definition at line 425 of file VariableDecorrTransform.cxx.
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virtual |
calculate the decorrelation matrix and the normalization
Implements TMVA::VariableTransformBase.
Definition at line 82 of file VariableDecorrTransform.cxx.
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virtual |
prints the transformation matrix
Reimplemented from TMVA::VariableTransformBase.
Definition at line 413 of file VariableDecorrTransform.cxx.
Read the transformation matrices from the xml node.
Implements TMVA::VariableTransformBase.
Definition at line 322 of file VariableDecorrTransform.cxx.
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virtual |
Read the decorellation matrix from an input stream.
Implements TMVA::VariableTransformBase.
Definition at line 369 of file VariableDecorrTransform.cxx.
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virtual |
apply the decorrelation transformation
Implements TMVA::VariableTransformBase.
Definition at line 167 of file VariableDecorrTransform.cxx.
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virtual |
write the decorrelation matrix to the stream
Implements TMVA::VariableTransformBase.
Definition at line 272 of file VariableDecorrTransform.cxx.
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private |
Definition at line 80 of file VariableDecorrTransform.h.