TMVA::SVKernelFunction Class Reference

#include <SVKernelFunction.h>

List of all members.

Public Types
enum	EKernelType
enum	EKernelType
Public Member Functions
	SVKernelFunction ()
	SVKernelFunction (Float_t)
	~SVKernelFunction ()
Float_t	Evaluate (SVEvent *ev1, SVEvent *ev2)
void	setCompatibilityParams (EKernelType k, UInt_t order, Float_t theta, Float_t kappa)
	SVKernelFunction ()
	SVKernelFunction (Float_t)
	~SVKernelFunction ()
Float_t	Evaluate (SVEvent *ev1, SVEvent *ev2)
void	setCompatibilityParams (EKernelType k, UInt_t order, Float_t theta, Float_t kappa)
Private Attributes
Float_t	fGamma
EKernelType	fKernel
UInt_t	fOrder
Float_t	fTheta
Float_t	fKappa

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Detailed Description

Definition at line 38 of file SVKernelFunction.h.

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Member Enumeration Documentation

enum TMVA::SVKernelFunction::EKernelType

Definition at line 48 of file SVKernelFunction.h.

enum TMVA::SVKernelFunction::EKernelType

Definition at line 48 of file SVKernelFunction.h.

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Constructor & Destructor Documentation

TMVA::SVKernelFunction::SVKernelFunction

(

)

Definition at line 34 of file SVKernelFunction.cxx.

TMVA::SVKernelFunction::SVKernelFunction

(

Float_t

)

Definition at line 45 of file SVKernelFunction.cxx.

TMVA::SVKernelFunction::~SVKernelFunction

(

)

Definition at line 56 of file SVKernelFunction.cxx.

TMVA::SVKernelFunction::SVKernelFunction

(

)

TMVA::SVKernelFunction::SVKernelFunction

(

Float_t

)

TMVA::SVKernelFunction::~SVKernelFunction

(

)

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Member Function Documentation

Float_t TMVA::SVKernelFunction::Evaluate	(	SVEvent *	ev1,
		SVEvent *	ev2
	)

Definition at line 71 of file SVKernelFunction.cxx.

References TMath::Exp(), fGamma, fKappa, fKernel, fOrder, fTheta, TMVA::SVEvent::GetDataVector(), i, kLinear, kPolynomial, kRBF, kSigmoidal, norm(), result(), TMath::TanH(), and v1.

Referenced by TMVA::MethodSVM::GetMvaValue(), TMVA::MethodSVM::GetRegressionValues(), and TMVA::SVKernelMatrix::SVKernelMatrix().

void TMVA::SVKernelFunction::setCompatibilityParams	(	EKernelType	k,
		UInt_t	order,
		Float_t	theta,
		Float_t	kappa
	)

Definition at line 62 of file SVKernelFunction.cxx.

References fKappa, fKernel, fOrder, and fTheta.

Float_t TMVA::SVKernelFunction::Evaluate	(	SVEvent *	ev1,
		SVEvent *	ev2
	)

void TMVA::SVKernelFunction::setCompatibilityParams	(	EKernelType	k,
		UInt_t	order,
		Float_t	theta,
		Float_t	kappa
	)

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Member Data Documentation

Float_t TMVA::SVKernelFunction::fGamma [private]

Definition at line 54 of file SVKernelFunction.h.

Referenced by Evaluate().

EKernelType TMVA::SVKernelFunction::fKernel [private]

Definition at line 57 of file SVKernelFunction.h.

Referenced by Evaluate(), and setCompatibilityParams().

UInt_t TMVA::SVKernelFunction::fOrder [private]

Definition at line 58 of file SVKernelFunction.h.

Referenced by Evaluate(), and setCompatibilityParams().

Float_t TMVA::SVKernelFunction::fTheta [private]

Definition at line 59 of file SVKernelFunction.h.

Referenced by Evaluate(), and setCompatibilityParams().

Float_t TMVA::SVKernelFunction::fKappa [private]

Definition at line 60 of file SVKernelFunction.h.

Referenced by Evaluate(), and setCompatibilityParams().

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

• include/TMVA/SVKernelFunction.h
• tmva/inc/SVKernelFunction.h
• tmva/src/SVKernelFunction.cxx

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