TMVA::SVWorkingSet Class Reference

Definition at line 44 of file SVWorkingSet.h.

Public Member Functions
	SVWorkingSet ()
	constructor More...
	SVWorkingSet (std::vector< TMVA::SVEvent *> *, SVKernelFunction *, Float_t, Bool_t)
	constructor More...
	~SVWorkingSet ()
	destructor More...
Bool_t	ExamineExample (SVEvent *)
Bool_t	TakeStep (SVEvent *, SVEvent *)
Bool_t	Terminated ()
void	Train (UInt_t nIter=1000)
	train the SVM More...
void	PrintStat ()
std::vector< TMVA::SVEvent * > *	GetSupportVectors ()
Float_t	GetBpar ()
Bool_t	ExamineExampleReg (SVEvent *)
Bool_t	TakeStepReg (SVEvent *, SVEvent *)
Bool_t	IsDiffSignificant (Float_t, Float_t, Float_t)
void	TrainReg ()

Private Member Functions
void	SetIndex (TMVA::SVEvent *)
	message logger More...

Private Attributes
Bool_t	fdoRegression
std::vector< TMVA::SVEvent * > *	fInputData
std::vector< TMVA::SVEvent * > *	fSupVec
SVKernelFunction *	fKFunction
SVKernelMatrix *	fKMatrix
SVEvent *	fTEventUp
SVEvent *	fTEventLow
Float_t	fB_low
Float_t	fB_up
Float_t	fTolerance
MsgLogger *	fLogger

#include <TMVA/SVWorkingSet.h>

Collaboration diagram for TMVA::SVWorkingSet:

Constructor & Destructor Documentation

SVWorkingSet() [1/2]

TMVA::SVWorkingSet::SVWorkingSet

(

)

constructor

Definition at line 45 of file SVWorkingSet.cxx.

SVWorkingSet() [2/2]

TMVA::SVWorkingSet::SVWorkingSet	(	std::vector< TMVA::SVEvent *> *	inputVectors,
		SVKernelFunction *	kernelFunction,
		Float_t	tol,
		Bool_t	doreg
	)

constructor

Definition at line 63 of file SVWorkingSet.cxx.

~SVWorkingSet()

TMVA::SVWorkingSet::~SVWorkingSet

(

)

destructor

Definition at line 115 of file SVWorkingSet.cxx.

Member Function Documentation

ExamineExample()

Bool_t TMVA::SVWorkingSet::ExamineExample

(

TMVA::SVEvent *

jevt

)

Definition at line 123 of file SVWorkingSet.cxx.

Referenced by Train().

ExamineExampleReg()

Bool_t TMVA::SVWorkingSet::ExamineExampleReg

(

TMVA::SVEvent *

jevt

)

Definition at line 672 of file SVWorkingSet.cxx.

Referenced by GetBpar(), and Train().

GetBpar()

Float_t TMVA::SVWorkingSet::GetBpar ( )

inline

Definition at line 58 of file SVWorkingSet.h.

Referenced by TMVA::MethodSVM::Train().

GetSupportVectors()

std::vector< TMVA::SVEvent * > * TMVA::SVWorkingSet::GetSupportVectors

(

)

Definition at line 462 of file SVWorkingSet.cxx.

Referenced by TMVA::MethodSVM::Train().

IsDiffSignificant()

Bool_t TMVA::SVWorkingSet::IsDiffSignificant	(	Float_t	a_i,
		Float_t	a_j,
		Float_t	eps
	)

Definition at line 785 of file SVWorkingSet.cxx.

Referenced by GetBpar(), and TakeStepReg().

PrintStat()

void TMVA::SVWorkingSet::PrintStat

(

)

Definition at line 452 of file SVWorkingSet.cxx.

SetIndex()

void TMVA::SVWorkingSet::SetIndex ( TMVA::SVEvent *  event )

private

message logger

Definition at line 431 of file SVWorkingSet.cxx.

Referenced by TakeStep().

TakeStep()

Bool_t TMVA::SVWorkingSet::TakeStep	(	TMVA::SVEvent *	ievt,
		TMVA::SVEvent *	jevt
	)

Definition at line 179 of file SVWorkingSet.cxx.

Referenced by ExamineExample().

TakeStepReg()

Bool_t TMVA::SVWorkingSet::TakeStepReg	(	TMVA::SVEvent *	ievt,
		TMVA::SVEvent *	jevt
	)

Definition at line 478 of file SVWorkingSet.cxx.

Referenced by ExamineExampleReg(), and GetBpar().

Terminated()

Bool_t TMVA::SVWorkingSet::Terminated

(

)

Definition at line 370 of file SVWorkingSet.cxx.

Referenced by Train().

Train()

void TMVA::SVWorkingSet::Train

(

UInt_t

nIter = 1000

)

train the SVM

Definition at line 379 of file SVWorkingSet.cxx.

Referenced by TMVA::MethodSVM::Train().

TrainReg()

void TMVA::SVWorkingSet::TrainReg

(

)

Referenced by GetBpar().

Member Data Documentation

fB_low

Float_t TMVA::SVWorkingSet::fB_low

private

Definition at line 78 of file SVWorkingSet.h.

Referenced by ExamineExample(), ExamineExampleReg(), GetBpar(), SVWorkingSet(), TakeStep(), TakeStepReg(), and Terminated().

fB_up

Float_t TMVA::SVWorkingSet::fB_up

private

Definition at line 79 of file SVWorkingSet.h.

Referenced by ExamineExample(), ExamineExampleReg(), GetBpar(), SVWorkingSet(), TakeStep(), TakeStepReg(), and Terminated().

fdoRegression

Bool_t TMVA::SVWorkingSet::fdoRegression

private

Definition at line 69 of file SVWorkingSet.h.

Referenced by SVWorkingSet(), and Train().

fInputData

std::vector<TMVA::SVEvent*>* TMVA::SVWorkingSet::fInputData

private

Definition at line 70 of file SVWorkingSet.h.

Referenced by ExamineExample(), ExamineExampleReg(), GetSupportVectors(), PrintStat(), SVWorkingSet(), TakeStep(), TakeStepReg(), and Train().

fKFunction

SVKernelFunction* TMVA::SVWorkingSet::fKFunction

private

Definition at line 72 of file SVWorkingSet.h.

fKMatrix

SVKernelMatrix* TMVA::SVWorkingSet::fKMatrix

private

Definition at line 73 of file SVWorkingSet.h.

Referenced by SVWorkingSet(), TakeStep(), TakeStepReg(), and ~SVWorkingSet().

fLogger

MsgLogger* TMVA::SVWorkingSet::fLogger

mutableprivate

Definition at line 82 of file SVWorkingSet.h.

Referenced by Train(), and ~SVWorkingSet().

fSupVec

std::vector<TMVA::SVEvent*>* TMVA::SVWorkingSet::fSupVec

private

Definition at line 71 of file SVWorkingSet.h.

Referenced by GetSupportVectors().

fTEventLow

SVEvent* TMVA::SVWorkingSet::fTEventLow

private

Definition at line 76 of file SVWorkingSet.h.

Referenced by ExamineExample(), ExamineExampleReg(), SVWorkingSet(), TakeStep(), and TakeStepReg().

fTEventUp

SVEvent* TMVA::SVWorkingSet::fTEventUp

private

Definition at line 75 of file SVWorkingSet.h.

Referenced by ExamineExample(), ExamineExampleReg(), SVWorkingSet(), TakeStep(), and TakeStepReg().

fTolerance

Float_t TMVA::SVWorkingSet::fTolerance

private

Definition at line 80 of file SVWorkingSet.h.

Referenced by ExamineExample(), ExamineExampleReg(), SVWorkingSet(), TakeStepReg(), and Terminated().

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

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