TMVA::SVKernelFunction Class Reference

Kernel for Support Vector Machine.

Definition at line 37 of file SVKernelFunction.h.

Public Types
enum	EKernelType {   kLinear , kRBF , kPolynomial , kSigmoidal ,   kMultiGauss , kProd , kSum }

Public Member Functions
	SVKernelFunction ()
	constructor
	SVKernelFunction (EKernelType k, std::vector< EKernelType > kernels, std::vector< Float_t > gammas, Float_t gamma, Float_t order, Float_t theta)
	constructor
	SVKernelFunction (EKernelType, Float_t, Float_t=0)
	constructor
	SVKernelFunction (Float_t)
	constructor
	SVKernelFunction (std::vector< float > params)
	constructor
	~SVKernelFunction ()
	destructor
Float_t	Evaluate (SVEvent *ev1, SVEvent *ev2)
void	setCompatibilityParams (EKernelType k, UInt_t order, Float_t theta, Float_t kappa)
	set old options for compatibility mode

Private Attributes
Float_t	fGamma
Float_t	fKappa
EKernelType	fKernel
std::vector< EKernelType >	fKernelsList
std::vector< Float_t >	fmGamma
UInt_t	fOrder
Float_t	fTheta

#include <TMVA/SVKernelFunction.h>

Member Enumeration Documentation

EKernelType

enum TMVA::SVKernelFunction::EKernelType

Enumerator
kLinear
kRBF
kPolynomial
kSigmoidal
kMultiGauss
kProd
kSum

Definition at line 41 of file SVKernelFunction.h.

Constructor & Destructor Documentation

SVKernelFunction() [1/5]

TMVA::SVKernelFunction::SVKernelFunction

(

)

constructor

Definition at line 47 of file SVKernelFunction.cxx.

SVKernelFunction() [2/5]

TMVA::SVKernelFunction::SVKernelFunction

(

Float_t

gamma

)

constructor

Definition at line 59 of file SVKernelFunction.cxx.

SVKernelFunction() [3/5]

TMVA::SVKernelFunction::SVKernelFunction	(	EKernelType	k,
		Float_t	param1,
		Float_t	param2 = 0 )

constructor

Definition at line 72 of file SVKernelFunction.cxx.

SVKernelFunction() [4/5]

TMVA::SVKernelFunction::SVKernelFunction

(

std::vector< float >

params

)

constructor

Definition at line 86 of file SVKernelFunction.cxx.

SVKernelFunction() [5/5]

TMVA::SVKernelFunction::SVKernelFunction	(	EKernelType	k,
		std::vector< EKernelType >	kernels,
		std::vector< Float_t >	gammas,
		Float_t	gamma,
		Float_t	order,
		Float_t	theta )

constructor

Definition at line 100 of file SVKernelFunction.cxx.

~SVKernelFunction()

TMVA::SVKernelFunction::~SVKernelFunction

(

)

destructor

Definition at line 115 of file SVKernelFunction.cxx.

Member Function Documentation

Evaluate()

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

Definition at line 133 of file SVKernelFunction.cxx.

setCompatibilityParams()

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

set old options for compatibility mode

Definition at line 124 of file SVKernelFunction.cxx.

Member Data Documentation

fGamma

Float_t TMVA::SVKernelFunction::fGamma

private

Definition at line 56 of file SVKernelFunction.h.

fKappa

Float_t TMVA::SVKernelFunction::fKappa

private

Definition at line 65 of file SVKernelFunction.h.

fKernel

EKernelType TMVA::SVKernelFunction::fKernel

private

Definition at line 62 of file SVKernelFunction.h.

fKernelsList

std::vector<EKernelType> TMVA::SVKernelFunction::fKernelsList

private

Definition at line 67 of file SVKernelFunction.h.

fmGamma

std::vector<Float_t> TMVA::SVKernelFunction::fmGamma

private

Definition at line 59 of file SVKernelFunction.h.

fOrder

UInt_t TMVA::SVKernelFunction::fOrder

private

Definition at line 63 of file SVKernelFunction.h.

fTheta

Float_t TMVA::SVKernelFunction::fTheta

private

Definition at line 64 of file SVKernelFunction.h.

Libraries for TMVA::SVKernelFunction:

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

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