Definition at line 71 of file PDF.h.

Public Types
enum	EInterpolateMethod { kSpline0, kSpline1, kSpline2, kSpline3, kSpline5, kKDE }

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) }

Public Member Functions
	PDF (const TString &name, Bool_t norm=kTRUE)
	default constructor needed for ROOT I/O More...

	PDF (const TString &name, const TH1 *theHist, EInterpolateMethod method=kSpline2, Int_t minnsmooth=0, Int_t maxnsmooth=0, Bool_t checkHist=kFALSE, Bool_t norm=kTRUE)
	constructor of spline based PDF: More...

	PDF (const TString &name, const TH1 *theHist, KDEKernel::EKernelType ktype, KDEKernel::EKernelIter kiter, KDEKernel::EKernelBorder kborder, Float_t FineFactor, Bool_t norm=kTRUE)
	constructor of kernel based PDF: More...

	PDF (const TString &name, const TString &options, const TString &suffix="", PDF *defaultPDF=0, Bool_t norm=kTRUE)

virtual	~PDF ()

void	BuildPDF (const TH1 *theHist)

Double_t	GetVal (Double_t x) const
	returns value PDF(x) More...

Double_t	GetValInverse (Double_t y, Bool_t isMonotonouslyIncreasingFunction=kFALSE) const
	returns value PDF^{-1}(y) More...

void	AddXMLTo (void *parent)
	XML file writing. More...

void	ReadXML (void *pdfnode)
	XML file reading. More...

TH1 *	GetPDFHist () const

TGraph *	GetGraph () const

TH1 *	GetOriginalHist () const

TH1 *	GetSmoothedHist () const

TH1 *	GetNSmoothHist () const

Double_t	GetIntegral (Double_t xmin, Double_t xmax)
	computes PDF integral within given ranges More...

TSpline *	GetSpline () const

Int_t	GetNBins () const

Double_t	GetXmin () const

Double_t	GetXmax () const

void	ValidatePDF (TH1 *original=0) const
	comparison of original histogram with reference PDF More...

Int_t	GetHistNBins (Int_t evtNum=0)

TMVA::PDF::EInterpolateMethod	GetInterpolMethod ()

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

void	SetReadingVersion (UInt_t rv)

UInt_t	GetReadingVersion () const

void	ProcessOptions ()

void	DeclareOptions ()
	define the options (their key words) that can be set in the option string know options: PDFInterpol[ivar] <string> Spline0, Spline1, Spline2 <default>, Spline3, Spline5, KDE used to interpolate reference histograms if no variable index is given, it is valid for ALL the variables More...

Public Member Functions inherited from TMVA::Configurable
	Configurable (const TString &theOption="")
	constructor More...

virtual	~Configurable ()
	default destructur More...

virtual void	ParseOptions ()
	options parser More...

void	PrintOptions () const
	prints out the options set in the options string and the defaults More...

const char *	GetConfigName () const

const char *	GetConfigDescription () const

void	SetConfigName (const char *n)

void	SetConfigDescription (const char *d)

template<class T >
OptionBase *	DeclareOptionRef (T &ref, const TString &name, const TString &desc="")

template<class T >
OptionBase *	DeclareOptionRef (T *&ref, Int_t size, const TString &name, const TString &desc="")

template<class T >
void	AddPreDefVal (const T &)

template<class T >
void	AddPreDefVal (const TString &optname, const T &)

void	CheckForUnusedOptions () const
	checks for unused options in option string More...

const TString &	GetOptions () const

void	SetOptions (const TString &s)

void	WriteOptionsToStream (std::ostream &o, const TString &prefix) const
	write options to output stream (e.g. in writing the MVA weight files More...

void	ReadOptionsFromStream (std::istream &istr)
	read option back from the weight file More...

void	AddOptionsXMLTo (void *parent) const
	write options to XML file More...

void	ReadOptionsFromXML (void *node)

void	SetMsgType (EMsgType t)

template<class T >
TMVA::OptionBase *	DeclareOptionRef (T &ref, const TString &name, const TString &desc)

template<class T >
TMVA::OptionBase *	DeclareOptionRef (T *&ref, Int_t size, const TString &name, const TString &desc)

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

	TObject (const TObject &object)
	TObject copy ctor. More...

TObject &	operator= (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 TObject *	Clone (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 TObject *	DrawClone (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 TObject *	FindObject (const char *name) const
	Must be redefined in derived classes. More...

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

virtual Option_t *	GetDrawOption () 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 *	GetIconName () const
	Returns mime type name of object. More...

virtual Option_t *	GetOption () 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...

void *	operator new (size_t sz)

void *	operator new[] (size_t sz)

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

void *	operator 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...

Private Member Functions
void	CheckHist () const
	sanity check: compare PDF with original histogram More...

void	FillSplineToHist ()
	creates high-binned reference histogram to be used instead of the PDF for speed reasons More...

void	BuildKDEPDF ()
	creates high-binned reference histogram to be used instead of the PDF for speed reasons More...

void	SmoothHistogram ()

void	FillHistToGraph ()
	Simple conversion. More...

Double_t	GetIntegral () const
	computes normalisation More...

Double_t	GetPdfHistBinWidth () const

Bool_t	UseHistogram () const

void	FindBinInverse (const TH1 *histogram, Int_t &lowerBin, Int_t &higherBin, Double_t &lowerBinValue, Double_t &higherBinValue, Double_t y, Bool_t isMonotonouslyIncreasingFunction=kFALSE) const
	find bin from value on ordinate More...

void	BuildSplinePDF ()
	build the PDF from the original histograms More...

MsgLogger &	Log () const
	message logger More...

Static Private Member Functions
static PDF *&	GetThisPdfThreadLocal ()

static PDF *	ThisPDF (void)

static Double_t	IGetVal (Double_t , Double_t )
	static external auxiliary function (integrand) More...

Private Attributes
Bool_t	fUseHistogram

TString	fPDFName

Int_t	fNsmooth

Int_t	fMinNsmooth

Int_t	fMaxNsmooth

TH1 *	fNSmoothHist

TMVA::PDF::EInterpolateMethod	fInterpolMethod

TSpline *	fSpline

TH1 *	fPDFHist
	the used spline type More...

TH1 *	fHist

TH1 *	fHistOriginal

TGraph *	fGraph

TF1 *	fIGetVal
	needed to create PDF from histogram More...

Int_t	fHistAvgEvtPerBin

Int_t	fHistDefinedNBins

TString	fKDEtypeString

TString	fKDEiterString

TString	fBorderMethodString

TString	fInterpolateString

KDEKernel::EKernelType	fKDEtype

KDEKernel::EKernelIter	fKDEiter

KDEKernel::EKernelBorder	fKDEborder

Float_t	fFineFactor

UInt_t	fReadingVersion

Bool_t	fCheckHist

Bool_t	fNormalize

TString	fSuffix

MsgLogger *	fLogger
	the suffix for options More...

Static Private Attributes
static const Int_t	fgNbin_PdfHist = 10000

static const Bool_t	fgManualIntegration = kTRUE

static const Double_t	fgEpsilon = 1.0e-12

Friends
std::ostream &	operator<< (std::ostream &os, const PDF &tree)

std::istream &	operator>> (std::istream &istr, PDF &tree)

Additional Inherited Members
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...

Protected Member Functions inherited from TMVA::Configurable
Bool_t	LooseOptionCheckingEnabled () const

void	EnableLooseOptions (Bool_t b=kTRUE)

void	WriteOptionsReferenceToFile ()
	write complete options to output stream More...

void	ResetSetFlag ()
	resets the IsSet falg for all declare options to be called before options are read from stream More...

const TString &	GetReferenceFile () const

MsgLogger &	Log () const

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...

#include <TMVA/PDF.h>

Inheritance diagram for TMVA::PDF:

Collaboration diagram for TMVA::PDF:

Member Enumeration Documentation

§ EInterpolateMethod

enum TMVA::PDF::EInterpolateMethod

Enumerator
kSpline0
kSpline1
kSpline2
kSpline3
kSpline5
kKDE

Definition at line 78 of file PDF.h.

Constructor & Destructor Documentation

§ PDF() [1/4]

TMVA::PDF::PDF	(	const TString &	name,
		Bool_t	norm = `kTRUE`
	)

explicit

default constructor needed for ROOT I/O

Definition at line 58 of file PDF.cxx.

§ PDF() [2/4]

TMVA::PDF::PDF	(	const TString &	name,
		const TH1 *	theHist,
		PDF::EInterpolateMethod	method = `kSpline2`,
		Int_t	minnsmooth = `0`,
		Int_t	maxnsmooth = `0`,
		Bool_t	checkHist = `kFALSE`,
		Bool_t	norm = `kTRUE`
	)

explicit

constructor of spline based PDF:

Definition at line 96 of file PDF.cxx.

§ PDF() [3/4]

TMVA::PDF::PDF	(	const TString &	name,
		const TH1 *	theHist,
		KDEKernel::EKernelType	ktype,
		KDEKernel::EKernelIter	kiter,
		KDEKernel::EKernelBorder	kborder,
		Float_t	FineFactor,
		Bool_t	norm = `kTRUE`
	)

explicit

constructor of kernel based PDF:

Definition at line 139 of file PDF.cxx.

§ PDF() [4/4]

TMVA::PDF::PDF	(	const TString &	name,
		const TString &	options,
		const TString &	suffix = `""`,
		PDF *	defaultPDF = `0`,
		Bool_t	norm = `kTRUE`
	)

explicit

Definition at line 182 of file PDF.cxx.

§ ~PDF()

TMVA::PDF::~PDF ( )

virtual

Definition at line 235 of file PDF.cxx.

Member Function Documentation

§ AddXMLTo()

void TMVA::PDF::AddXMLTo ( void * parent )

XML file writing.

Definition at line 910 of file PDF.cxx.

Referenced by TMVA::MethodBase::WriteStateToXML().

§ BuildKDEPDF()

void TMVA::PDF::BuildKDEPDF ( )

private

creates high-binned reference histogram to be used instead of the PDF for speed reasons

Definition at line 376 of file PDF.cxx.

Referenced by BuildPDF(), GetReadingVersion(), TMVA::operator>>(), and ReadXML().

§ BuildPDF()

void TMVA::PDF::BuildPDF ( const TH1 * theHist )

Definition at line 249 of file PDF.cxx.

Referenced by TMVA::MethodBase::CreateMVAPdfs(), and PDF().

§ BuildSplinePDF()

void TMVA::PDF::BuildSplinePDF ( )

private

build the PDF from the original histograms

Definition at line 310 of file PDF.cxx.

Referenced by BuildPDF(), TMVA::operator>>(), ReadXML(), and UseHistogram().

§ CheckHist()

void TMVA::PDF::CheckHist ( ) const

private

sanity check: compare PDF with original histogram

Definition at line 546 of file PDF.cxx.

Referenced by BuildSplinePDF(), and GetReadingVersion().

§ DeclareOptions()

void TMVA::PDF::DeclareOptions ( )

define the options (their key words) that can be set in the option string know options: PDFInterpol[ivar] <string> Spline0, Spline1, Spline2 <default>, Spline3, Spline5, KDE used to interpolate reference histograms if no variable index is given, it is valid for ALL the variables

NSmooth <int> how often the input histos are smoothed MinNSmooth <int> min number of smoothing iterations, for bins with most data MaxNSmooth <int> max number of smoothing iterations, for bins with least data NAvEvtPerBin <int> minimum average number of events per PDF bin TransformOutput <bool> transform (often strongly peaked) likelihood output through sigmoid inversion fKDEtype <KernelType> type of the Kernel to use (1 is Gaussian) fKDEiter <KerneIter> number of iterations (1 –> "static KDE", 2 –> "adaptive KDE") fBorderMethod <KernelBorder> the method to take care about "border" effects (1=no treatment , 2=kernel renormalization, 3=sample mirroring)

Definition at line 811 of file PDF.cxx.

Referenced by TMVA::MethodLikelihood::DeclareOptions(), GetReadingVersion(), and TMVA::MethodBase::ProcessBaseOptions().

§ FillHistToGraph()

void TMVA::PDF::FillHistToGraph ( )

private

Simple conversion.

Definition at line 507 of file PDF.cxx.

Referenced by BuildSplinePDF(), and GetReadingVersion().

§ FillSplineToHist()

void TMVA::PDF::FillSplineToHist ( )

private

creates high-binned reference histogram to be used instead of the PDF for speed reasons

Definition at line 516 of file PDF.cxx.

Referenced by BuildSplinePDF(), and GetReadingVersion().

§ FindBinInverse()

void TMVA::PDF::FindBinInverse	(	const TH1 *	histogram,
		Int_t &	lowerBin,
		Int_t &	higherBin,
		Double_t &	lowerBinValue,
		Double_t &	higherBinValue,
		Double_t	y,
		Bool_t	isMonotonouslyIncreasingFunction = `kFALSE`
	)		const

private

find bin from value on ordinate

Definition at line 754 of file PDF.cxx.

Referenced by GetValInverse(), and UseHistogram().

§ GetGraph()

TGraph* TMVA::PDF::GetGraph ( ) const

inline

Definition at line 101 of file PDF.h.

§ GetHistNBins()

Int_t TMVA::PDF::GetHistNBins ( Int_t evtNum = 0 )

Definition at line 293 of file PDF.cxx.

Referenced by TMVA::MethodBase::CreateMVAPdfs(), and GetXmax().

§ GetIntegral() [1/2]

Double_t TMVA::PDF::GetIntegral	(	Double_t	xmin,
		Double_t	xmax
	)

computes PDF integral within given ranges

Definition at line 647 of file PDF.cxx.

Referenced by TMVA::MethodBase::GetRarity(), TMVA::OptimizeConfigParameters::GetROCIntegral(), and TMVA::MethodBase::GetROCIntegral().

§ GetIntegral() [2/2]

Double_t TMVA::PDF::GetIntegral ( ) const

private

computes normalisation

Definition at line 628 of file PDF.cxx.

Referenced by BuildKDEPDF(), BuildSplinePDF(), GetNSmoothHist(), and GetReadingVersion().

§ GetInterpolMethod()

TMVA::PDF::EInterpolateMethod TMVA::PDF::GetInterpolMethod ( )

inline

Definition at line 121 of file PDF.h.

§ GetName()

const char* TMVA::PDF::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 TMVA::Configurable.

Definition at line 124 of file PDF.h.

Referenced by DeclareOptions(), and TMVA::VariableGaussTransform::ReadTransformationFromStream().

§ GetNBins()

Int_t TMVA::PDF::GetNBins ( ) const

inline

Definition at line 111 of file PDF.h.

§ GetNSmoothHist()

TH1* TMVA::PDF::GetNSmoothHist ( ) const

inline

Definition at line 104 of file PDF.h.

§ GetOriginalHist()

TH1* TMVA::PDF::GetOriginalHist ( ) const

inline

Definition at line 102 of file PDF.h.

Referenced by AddXMLTo(), TMVA::operator<<(), and TMVA::MethodBase::WriteEvaluationHistosToFile().

§ GetPDFHist()

TH1* TMVA::PDF::GetPDFHist ( ) const

inline

Definition at line 100 of file PDF.h.

Referenced by TMVA::MethodLikelihood::GetMvaValue(), GetPdfHistBinWidth(), and TMVA::MethodBase::WriteEvaluationHistosToFile().

§ GetPdfHistBinWidth()

Double_t TMVA::PDF::GetPdfHistBinWidth ( ) const

inlineprivate

Definition at line 146 of file PDF.h.

Referenced by GetIntegral().

§ GetReadingVersion()

UInt_t TMVA::PDF::GetReadingVersion ( ) const

inline

Definition at line 128 of file PDF.h.

Referenced by TMVA::operator>>().

§ GetSmoothedHist()

TH1* TMVA::PDF::GetSmoothedHist ( ) const

inline

Definition at line 103 of file PDF.h.

Referenced by TMVA::MethodBase::WriteEvaluationHistosToFile().

§ GetSpline()

TSpline* TMVA::PDF::GetSpline ( ) const

inline

Definition at line 110 of file PDF.h.

§ GetThisPdfThreadLocal()

static PDF*& TMVA::PDF::GetThisPdfThreadLocal ( )

inlinestaticprivate

Definition at line 213 of file PDF.h.

Referenced by BuildPDF(), and ThisPDF().

§ GetVal()

Double_t TMVA::PDF::GetVal ( Double_t x ) const

returns value PDF(x)

Definition at line 694 of file PDF.cxx.

Referenced by TMVA::MethodBase::GetProba(), TMVA::OptimizeConfigParameters::GetROCIntegral(), TMVA::MethodBase::GetROCIntegral(), TMVA::Tools::GetSeparation(), IGetVal(), and ValidatePDF().

§ GetValInverse()

Double_t TMVA::PDF::GetValInverse	(	Double_t	y,
		Bool_t	isMonotonouslyIncreasingFunction = `kFALSE`
	)		const

returns value PDF^{-1}(y)

Definition at line 727 of file PDF.cxx.

§ GetXmax()

Double_t TMVA::PDF::GetXmax ( ) const

inline

Definition at line 113 of file PDF.h.

Referenced by BuildKDEPDF(), CheckHist(), FillSplineToHist(), GetIntegral(), TMVA::OptimizeConfigParameters::GetROCIntegral(), TMVA::MethodBase::GetROCIntegral(), and TMVA::Tools::GetSeparation().

§ GetXmin()

Double_t TMVA::PDF::GetXmin ( ) const

inline

Definition at line 112 of file PDF.h.

Referenced by BuildKDEPDF(), CheckHist(), FillSplineToHist(), GetIntegral(), TMVA::MethodBase::GetRarity(), TMVA::OptimizeConfigParameters::GetROCIntegral(), TMVA::MethodBase::GetROCIntegral(), and TMVA::Tools::GetSeparation().

§ IGetVal()

Double_t TMVA::PDF::IGetVal	(	Double_t *	x,
		Double_t *
	)

staticprivate

static external auxiliary function (integrand)

Definition at line 639 of file PDF.cxx.

Referenced by GetIntegral(), and GetThisPdfThreadLocal().

§ Log()

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

inlineprivate

message logger

Definition at line 208 of file PDF.h.

Referenced by BuildKDEPDF(), BuildPDF(), BuildSplinePDF(), CheckHist(), GetHistNBins(), GetIntegral(), ProcessOptions(), ReadXML(), and ValidatePDF().

§ ProcessOptions()

void TMVA::PDF::ProcessOptions ( )

Definition at line 861 of file PDF.cxx.

Referenced by GetReadingVersion(), TMVA::MethodBase::ProcessBaseOptions(), and TMVA::MethodLikelihood::ProcessOptions().

§ ReadXML()

void TMVA::PDF::ReadXML ( void * pdfnode )

XML file reading.

Definition at line 952 of file PDF.cxx.

Referenced by TMVA::VariableGaussTransform::ReadFromXML(), and TMVA::MethodBase::ReadStateFromXML().

§ SetReadingVersion()

void TMVA::PDF::SetReadingVersion ( UInt_t rv )

inline

Definition at line 127 of file PDF.h.

Referenced by TMVA::MethodBase::ReadStateFromStream().

§ SmoothHistogram()

void TMVA::PDF::SmoothHistogram ( )

private

Definition at line 444 of file PDF.cxx.

Referenced by BuildSplinePDF(), and GetReadingVersion().

§ ThisPDF()

TMVA::PDF * TMVA::PDF::ThisPDF ( void )

staticprivate

Definition at line 1127 of file PDF.cxx.

Referenced by GetThisPdfThreadLocal(), and IGetVal().

§ UseHistogram()

Bool_t TMVA::PDF::UseHistogram ( ) const

inlineprivate

Definition at line 152 of file PDF.h.

Referenced by BuildSplinePDF(), FillSplineToHist(), and GetVal().

§ ValidatePDF()

void TMVA::PDF::ValidatePDF ( TH1 * original = 0 ) const

comparison of original histogram with reference PDF

Definition at line 571 of file PDF.cxx.

Referenced by TMVA::MethodBase::CreateMVAPdfs(), and GetXmax().

Friends And Related Function Documentation

§ operator<<

std::ostream& operator<<	(	std::ostream &	os,
		const PDF &	tree
	)

friend

§ operator>>

std::istream& operator>>	(	std::istream &	istr,
		PDF &	tree
	)

friend

Member Data Documentation

§ fBorderMethodString

TString TMVA::PDF::fBorderMethodString

private

Definition at line 193 of file PDF.h.

Referenced by DeclareOptions(), PDF(), and ProcessOptions().

§ fCheckHist

Bool_t TMVA::PDF::fCheckHist

private

Definition at line 203 of file PDF.h.

Referenced by BuildSplinePDF(), DeclareOptions(), and PDF().

§ fFineFactor

Float_t TMVA::PDF::fFineFactor

private

Definition at line 199 of file PDF.h.

Referenced by AddXMLTo(), BuildKDEPDF(), DeclareOptions(), TMVA::operator<<(), TMVA::operator>>(), PDF(), and ReadXML().

§ fgEpsilon

const Double_t TMVA::PDF::fgEpsilon = 1.0e-12

staticprivate

Definition at line 171 of file PDF.h.

Referenced by FillSplineToHist(), and GetVal().

§ fgManualIntegration

const Bool_t TMVA::PDF::fgManualIntegration = kTRUE

staticprivate

Definition at line 170 of file PDF.h.

Referenced by GetIntegral().

§ fgNbin_PdfHist

const Int_t TMVA::PDF::fgNbin_PdfHist = 10000

staticprivate

Definition at line 169 of file PDF.h.

Referenced by BuildKDEPDF(), and FillSplineToHist().

§ fGraph

TGraph* TMVA::PDF::fGraph

private

Definition at line 185 of file PDF.h.

Referenced by BuildSplinePDF(), FillHistToGraph(), GetGraph(), and ~PDF().

§ fHist

TH1* TMVA::PDF::fHist

private

Definition at line 183 of file PDF.h.

Referenced by BuildKDEPDF(), BuildPDF(), BuildSplinePDF(), CheckHist(), FillHistToGraph(), FillSplineToHist(), GetNBins(), GetSmoothedHist(), GetXmax(), GetXmin(), TMVA::operator>>(), ReadXML(), SmoothHistogram(), and ~PDF().

§ fHistAvgEvtPerBin

Int_t TMVA::PDF::fHistAvgEvtPerBin

private

Definition at line 188 of file PDF.h.

Referenced by DeclareOptions(), GetHistNBins(), and PDF().

§ fHistDefinedNBins

Int_t TMVA::PDF::fHistDefinedNBins

private

Definition at line 189 of file PDF.h.

Referenced by DeclareOptions(), GetHistNBins(), and PDF().

§ fHistOriginal

TH1* TMVA::PDF::fHistOriginal

private

Definition at line 184 of file PDF.h.

Referenced by BuildPDF(), GetOriginalHist(), TMVA::operator>>(), ReadXML(), ValidatePDF(), and ~PDF().

§ fIGetVal

TF1* TMVA::PDF::fIGetVal

private

needed to create PDF from histogram

Definition at line 186 of file PDF.h.

Referenced by GetIntegral(), and ~PDF().

§ fInterpolateString

TString TMVA::PDF::fInterpolateString

private

Definition at line 194 of file PDF.h.

Referenced by DeclareOptions(), PDF(), and ProcessOptions().

§ fInterpolMethod

TMVA::PDF::EInterpolateMethod TMVA::PDF::fInterpolMethod

private

Definition at line 180 of file PDF.h.

Referenced by AddXMLTo(), BuildPDF(), BuildSplinePDF(), GetHistNBins(), GetInterpolMethod(), TMVA::operator<<(), TMVA::operator>>(), ProcessOptions(), and ReadXML().

§ fKDEborder

KDEKernel::EKernelBorder TMVA::PDF::fKDEborder

private

Definition at line 198 of file PDF.h.

Referenced by AddXMLTo(), BuildKDEPDF(), TMVA::operator<<(), TMVA::operator>>(), ProcessOptions(), and ReadXML().

§ fKDEiter

KDEKernel::EKernelIter TMVA::PDF::fKDEiter

private

Definition at line 197 of file PDF.h.

Referenced by AddXMLTo(), BuildKDEPDF(), BuildPDF(), TMVA::operator<<(), TMVA::operator>>(), ProcessOptions(), and ReadXML().

§ fKDEiterString

TString TMVA::PDF::fKDEiterString

private

Definition at line 192 of file PDF.h.

Referenced by DeclareOptions(), PDF(), and ProcessOptions().

§ fKDEtype

KDEKernel::EKernelType TMVA::PDF::fKDEtype

private

Definition at line 196 of file PDF.h.

Referenced by AddXMLTo(), BuildKDEPDF(), BuildPDF(), TMVA::operator<<(), TMVA::operator>>(), ProcessOptions(), and ReadXML().

§ fKDEtypeString

TString TMVA::PDF::fKDEtypeString

private

Definition at line 191 of file PDF.h.

Referenced by DeclareOptions(), PDF(), and ProcessOptions().

§ fLogger

MsgLogger* TMVA::PDF::fLogger

mutableprivate

the suffix for options

Definition at line 207 of file PDF.h.

Referenced by Log(), PDF(), and ~PDF().

§ fMaxNsmooth

Int_t TMVA::PDF::fMaxNsmooth

private

Definition at line 177 of file PDF.h.

Referenced by AddXMLTo(), BuildPDF(), BuildSplinePDF(), DeclareOptions(), TMVA::operator<<(), TMVA::operator>>(), PDF(), ProcessOptions(), ReadXML(), and SmoothHistogram().

§ fMinNsmooth

Int_t TMVA::PDF::fMinNsmooth

private

Definition at line 176 of file PDF.h.

Referenced by AddXMLTo(), BuildPDF(), BuildSplinePDF(), DeclareOptions(), TMVA::operator<<(), TMVA::operator>>(), PDF(), ProcessOptions(), ReadXML(), and SmoothHistogram().

§ fNormalize

Bool_t TMVA::PDF::fNormalize

private

Definition at line 204 of file PDF.h.

Referenced by BuildKDEPDF(), and BuildSplinePDF().

§ fNsmooth

Int_t TMVA::PDF::fNsmooth

private

Definition at line 175 of file PDF.h.

Referenced by DeclareOptions(), PDF(), and ProcessOptions().

§ fNSmoothHist

TH1* TMVA::PDF::fNSmoothHist

private

Definition at line 178 of file PDF.h.

Referenced by BuildSplinePDF(), GetNSmoothHist(), and SmoothHistogram().

§ fPDFHist

TH1* TMVA::PDF::fPDFHist

private

the used spline type

Definition at line 182 of file PDF.h.

Referenced by BuildKDEPDF(), BuildSplinePDF(), FillSplineToHist(), GetIntegral(), GetPDFHist(), GetPdfHistBinWidth(), GetVal(), GetValInverse(), ValidatePDF(), and ~PDF().

§ fPDFName

TString TMVA::PDF::fPDFName

private

Definition at line 174 of file PDF.h.

Referenced by AddXMLTo(), and GetName().

§ fReadingVersion

UInt_t TMVA::PDF::fReadingVersion

private

Definition at line 201 of file PDF.h.

Referenced by GetReadingVersion(), and SetReadingVersion().

§ fSpline

TSpline* TMVA::PDF::fSpline

private

Definition at line 181 of file PDF.h.

Referenced by BuildSplinePDF(), FillSplineToHist(), GetSpline(), and ~PDF().

§ fSuffix

TString TMVA::PDF::fSuffix

private

Definition at line 206 of file PDF.h.

Referenced by DeclareOptions(), and ProcessOptions().

§ fUseHistogram

Bool_t TMVA::PDF::fUseHistogram

private

Definition at line 163 of file PDF.h.

Referenced by BuildPDF(), BuildSplinePDF(), and UseHistogram().

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

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

Public Types

Public Member Functions

Private Member Functions

Static Private Member Functions

Private Attributes

Static Private Attributes

Friends

Additional Inherited Members

Member Enumeration Documentation

§ EInterpolateMethod

Constructor & Destructor Documentation

§ PDF() [1/4]

§ PDF() [2/4]

§ PDF() [3/4]

§ PDF() [4/4]

§ ~PDF()

Member Function Documentation

§ AddXMLTo()

§ BuildKDEPDF()

§ BuildPDF()

§ BuildSplinePDF()

§ CheckHist()

§ DeclareOptions()

§ FillHistToGraph()

§ FillSplineToHist()

§ FindBinInverse()

§ GetGraph()

§ GetHistNBins()

§ GetIntegral() [1/2]

§ GetIntegral() [2/2]

§ GetInterpolMethod()

§ GetName()

§ GetNBins()

§ GetNSmoothHist()

§ GetOriginalHist()

§ GetPDFHist()

§ GetPdfHistBinWidth()

§ GetReadingVersion()

§ GetSmoothedHist()

§ GetSpline()

§ GetThisPdfThreadLocal()

§ GetVal()

§ GetValInverse()

§ GetXmax()

§ GetXmin()

§ IGetVal()

§ Log()

§ ProcessOptions()

§ ReadXML()

§ SetReadingVersion()

§ SmoothHistogram()

§ ThisPDF()

§ UseHistogram()

§ ValidatePDF()

Friends And Related Function Documentation

§ operator<<

§ operator>>

Member Data Documentation

§ fBorderMethodString

§ fCheckHist

§ fFineFactor

§ fgEpsilon

§ fgManualIntegration

§ fgNbin_PdfHist

§ fGraph

§ fHist

§ fHistAvgEvtPerBin

§ fHistDefinedNBins

§ fHistOriginal

§ fIGetVal

§ fInterpolateString

§ fInterpolMethod

§ fKDEborder

§ fKDEiter

§ fKDEiterString

§ fKDEtype

§ fKDEtypeString

§ fLogger

§ fMaxNsmooth

§ fMinNsmooth