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TMVA::KDEKernel Class Reference
TMVA

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=nullptr, 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
virtual TClass * IsA () const
void SetKernelType (EKernelType ktype=kGauss)
 fIter == 1 ---> nonadaptive KDE fIter == 2 ---> adaptive KDE
virtual void Streamer (TBuffer &)
void StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b)

Static Public Member Functions

static TClass * Class ()
static const char * Class_Name ()
static constexpr Version_t Class_Version ()
static const char * DeclFileName ()

Private Member Functions

MsgLogger & Log () const

Private Attributes

Float_t fFineFactor
 fine tuning factor for Adaptive KDE: factor to multiply the "width" of the Kernel function
TH1F * fFirstIterHist
 histogram to be filled in the hidden iteration
Bool_t fHiddenIteration
 Defines if whats currently running is the.
TH1F * fHist
 copy of input histogram
EKernelIter fIter
 iteration number
EKernelBorder fKDEborder
 The method to take care about "border" effects.
TF1 * fKernel_integ
 the integral of the Kernel function
MsgLogger * fLogger
 ! message logger
Float_t fLowerEdge
 the lower edge of the PDF
Float_t fSigma
 Width of the Kernel function.
TH1F * fSigmaHist
 contains the Sigmas Widths for adaptive KDE
Float_t fUpperEdge
 the upper edge of the PDF

#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 = nullptr,
Float_t lower_edge = 0.,
Float_t upper_edge = 1.,
EKernelBorder kborder = kNoTreatment,
Float_t FineFactor = 1. )

constructor sanity check

Definition at line 48 of file KDEKernel.cxx.

◆ ~KDEKernel()

TMVA::KDEKernel::~KDEKernel ( void )
virtual

destructor

Definition at line 75 of file KDEKernel.cxx.

Member Function Documentation

◆ Class()

TClass * TMVA::KDEKernel::Class ( )
static
Returns
TClass describing this class

◆ Class_Name()

const char * TMVA::KDEKernel::Class_Name ( )
static
Returns
Name of this class

◆ Class_Version()

constexpr Version_t TMVA::KDEKernel::Class_Version ( )
inlinestaticconstexpr
Returns
Version of this class

Definition at line 91 of file KDEKernel.h.

◆ DeclFileName()

const char * TMVA::KDEKernel::DeclFileName ( )
inlinestatic
Returns
Name of the file containing the class declaration

Definition at line 91 of file KDEKernel.h.

◆ 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 216 of file KDEKernel.cxx.

◆ GetName()

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

Definition at line 71 of file KDEKernel.h.

◆ IsA()

virtual TClass * TMVA::KDEKernel::IsA ( ) const
inlinevirtual
Returns
TClass describing current object

Definition at line 91 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 111 of file KDEKernel.cxx.

◆ Streamer()

virtual void TMVA::KDEKernel::Streamer ( TBuffer & )
virtual

◆ StreamerNVirtual()

void TMVA::KDEKernel::StreamerNVirtual ( TBuffer & ClassDef_StreamerNVirtual_b)
inline

Definition at line 91 of file KDEKernel.h.

Member Data Documentation

◆ fFineFactor

Float_t TMVA::KDEKernel::fFineFactor
private

fine tuning factor for Adaptive KDE: factor to multiply the "width" of the Kernel function

Definition at line 79 of file KDEKernel.h.

◆ fFirstIterHist

TH1F* TMVA::KDEKernel::fFirstIterHist
private

histogram to be filled in the hidden iteration

Definition at line 83 of file KDEKernel.h.

◆ fHiddenIteration

Bool_t TMVA::KDEKernel::fHiddenIteration
private

Defines if whats currently running is the.

Definition at line 85 of file KDEKernel.h.

◆ fHist

TH1F* TMVA::KDEKernel::fHist
private

copy of input histogram

Definition at line 82 of file KDEKernel.h.

◆ fIter

EKernelIter TMVA::KDEKernel::fIter
private

iteration number

Definition at line 76 of file KDEKernel.h.

◆ fKDEborder

EKernelBorder TMVA::KDEKernel::fKDEborder
private

The method to take care about "border" effects.

Definition at line 81 of file KDEKernel.h.

◆ fKernel_integ

TF1* TMVA::KDEKernel::fKernel_integ
private

the integral of the Kernel function

Definition at line 80 of file KDEKernel.h.

◆ fLogger

MsgLogger* TMVA::KDEKernel::fLogger
mutableprivate

! message logger

Definition at line 88 of file KDEKernel.h.

◆ fLowerEdge

Float_t TMVA::KDEKernel::fLowerEdge
private

the lower edge of the PDF

Definition at line 77 of file KDEKernel.h.

◆ fSigma

Float_t TMVA::KDEKernel::fSigma
private

Width of the Kernel function.

Definition at line 75 of file KDEKernel.h.

◆ fSigmaHist

TH1F* TMVA::KDEKernel::fSigmaHist
private

contains the Sigmas Widths for adaptive KDE

Definition at line 84 of file KDEKernel.h.

◆ fUpperEdge

Float_t TMVA::KDEKernel::fUpperEdge
private

the upper edge of the PDF

Definition at line 78 of file KDEKernel.h.

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