TMVA::KDEKernel Class Reference

KDE Kernel for "smoothing" the PDFs.

Definition at line 50 of file KDEKernel.h.

Public Types
enum	EKernelBorder { kNoTreatment = 1 , kKernelRenorm = 2 , kSampleMirror = 3 }
enum	EKernelIter { kNonadaptiveKDE = 1 , kAdaptiveKDE = 2 }
enum	EKernelType { kNone = 0 , kGauss = 1 }

Public Member Functions
	KDEKernel (EKernelIter kiter=kNonadaptiveKDE, const TH1 *hist=0, Float_t lower_edge=0., Float_t upper_edge=1., EKernelBorder kborder=kNoTreatment, Float_t FineFactor=1.)
	constructor sanity check
virtual	~KDEKernel (void)
	destructor
Float_t	GetBinKernelIntegral (Float_t lowr, Float_t highr, Float_t mean, Int_t binnum)
	calculates the integral of the Kernel
const char *	GetName () const
void	SetKernelType (EKernelType ktype=kGauss)
	fIter == 1 —> nonadaptive KDE fIter == 2 —> adaptive KDE

Private Member Functions
MsgLogger &	Log () const

Private Attributes
Float_t	fFineFactor
TH1F *	fFirstIterHist
Bool_t	fHiddenIteration
TH1F *	fHist
EKernelIter	fIter
EKernelBorder	fKDEborder
TF1 *	fKernel_integ
MsgLogger *	fLogger
Float_t	fLowerEdge
Float_t	fSigma
TH1F *	fSigmaHist
Float_t	fUpperEdge

#include <TMVA/KDEKernel.h>

Member Enumeration Documentation

EKernelBorder

enum TMVA::KDEKernel::EKernelBorder

Enumerator
kNoTreatment
kKernelRenorm
kSampleMirror

Definition at line 56 of file KDEKernel.h.

EKernelIter

enum TMVA::KDEKernel::EKernelIter

Enumerator
kNonadaptiveKDE
kAdaptiveKDE

Definition at line 55 of file KDEKernel.h.

EKernelType

enum TMVA::KDEKernel::EKernelType

Enumerator
kNone
kGauss

Definition at line 54 of file KDEKernel.h.

Constructor & Destructor Documentation

KDEKernel()

TMVA::KDEKernel::KDEKernel	(	EKernelIter	kiter = kNonadaptiveKDE,
		const TH1 *	hist = 0,
		Float_t	lower_edge = 0.,
		Float_t	upper_edge = 1.,
		EKernelBorder	kborder = kNoTreatment,
		Float_t	FineFactor = 1.
	)

constructor sanity check

Definition at line 49 of file KDEKernel.cxx.

~KDEKernel()

TMVA::KDEKernel::~KDEKernel ( void  )

virtual

destructor

Definition at line 76 of file KDEKernel.cxx.

Member Function Documentation

GetBinKernelIntegral()

Float_t TMVA::KDEKernel::GetBinKernelIntegral	(	Float_t	lowr,
		Float_t	highr,
		Float_t	mean,
		Int_t	binnum
	)

calculates the integral of the Kernel

Definition at line 217 of file KDEKernel.cxx.

GetName()

const char * TMVA::KDEKernel::GetName ( ) const

inline

Definition at line 71 of file KDEKernel.h.

Log()

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

inlineprivate

Definition at line 89 of file KDEKernel.h.

SetKernelType()

void TMVA::KDEKernel::SetKernelType

(

EKernelType

ktype = kGauss

)

fIter == 1 —> nonadaptive KDE fIter == 2 —> adaptive KDE

Definition at line 112 of file KDEKernel.cxx.

Member Data Documentation

fFineFactor

Float_t TMVA::KDEKernel::fFineFactor

private

Definition at line 79 of file KDEKernel.h.

fFirstIterHist

TH1F* TMVA::KDEKernel::fFirstIterHist

private

Definition at line 83 of file KDEKernel.h.

fHiddenIteration

Bool_t TMVA::KDEKernel::fHiddenIteration

private

Definition at line 85 of file KDEKernel.h.

fHist

TH1F* TMVA::KDEKernel::fHist

private

Definition at line 82 of file KDEKernel.h.

fIter

EKernelIter TMVA::KDEKernel::fIter

private

Definition at line 76 of file KDEKernel.h.

fKDEborder

EKernelBorder TMVA::KDEKernel::fKDEborder

private

Definition at line 81 of file KDEKernel.h.

fKernel_integ

TF1* TMVA::KDEKernel::fKernel_integ

private

Definition at line 80 of file KDEKernel.h.

fLogger

MsgLogger* TMVA::KDEKernel::fLogger

mutableprivate

Definition at line 88 of file KDEKernel.h.

fLowerEdge

Float_t TMVA::KDEKernel::fLowerEdge

private

Definition at line 77 of file KDEKernel.h.

fSigma

Float_t TMVA::KDEKernel::fSigma

private

Definition at line 75 of file KDEKernel.h.

fSigmaHist

TH1F* TMVA::KDEKernel::fSigmaHist

private

Definition at line 84 of file KDEKernel.h.

fUpperEdge

Float_t TMVA::KDEKernel::fUpperEdge

private

Definition at line 78 of file KDEKernel.h.

Libraries for TMVA::KDEKernel:

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

• tmva/tmva/inc/TMVA/KDEKernel.h
• tmva/tmva/src/KDEKernel.cxx