Event class for Support Vector Machine.

Definition at line 40 of file SVEvent.h.

Public Member Functions
	SVEvent ()
	SVEvent (const Event *, Float_t, Bool_t isSignal=kFALSE)
	constructor
	SVEvent (const std::vector< Float_t > *, Float_t alpha, Int_t typeFlag, UInt_t ns)
	constructor
	SVEvent (const std::vector< Float_t > *svector, Float_t alpha, Float_t alpha_p, Int_t typeFlag)
	constructor
virtual	~SVEvent ()
	destructor
Float_t	GetAlpha () const
Float_t	GetAlpha_p () const
Float_t	GetCweight () const
std::vector< Float_t > *	GetDataVector ()
Float_t	GetDeltaAlpha () const
Float_t	GetErrorCache () const
Int_t	GetIdx () const
Float_t *	GetLine () const
UInt_t	GetNs () const
Int_t	GetNVar () const
Float_t	GetTarget () const
Int_t	GetTypeFlag () const
virtual TClass *	IsA () const
Bool_t	IsInI0 () const
Bool_t	IsInI0a () const
Bool_t	IsInI0b () const
Bool_t	IsInI1 () const
Bool_t	IsInI2 () const
Bool_t	IsInI3 () const
void	Print (std::ostream &os) const
	printout
void	PrintData ()
	printout
void	SetAlpha (Float_t alpha)
void	SetAlpha_p (Float_t alpha)
void	SetErrorCache (Float_t err_cache)
void	SetIdx (Int_t idx)
void	SetIsShrinked (Int_t isshrinked)
void	SetLine (Float_t *line)
void	SetNs (UInt_t ns)
virtual void	Streamer (TBuffer &)
void	StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b)
void	UpdateErrorCache (Float_t upercache)

Static Public Member Functions
static TClass *	Class ()
static const char *	Class_Name ()
static constexpr Version_t	Class_Version ()
static const char *	DeclFileName ()

Private Attributes
Float_t	fAlpha
	Lagrange multiplier.
Float_t	fAlpha_p
	Lagrange multiplier.
const Float_t	fCweight
	svm cost weight
std::vector< Float_t >	fDataVector
Float_t	fErrorCache
	optimization parameter
Int_t	fIdx
	index flag
Int_t	fIsShrinked
	shrinking flag, see documentation
Float_t *	fLine
	pointer to column of kernel matrix
UInt_t	fNs
	documentation
UInt_t	fNVar
	number of variables
const Float_t	fTarget
	regression target
const Int_t	fTypeFlag
	is sig or bkg - svm requieres 1 for sig and -1 for bkg

#include <TMVA/SVEvent.h>

Constructor & Destructor Documentation

◆ SVEvent() [1/4]

TMVA::SVEvent::SVEvent ( )

Definition at line 42 of file SVEvent.cxx.

◆ SVEvent() [2/4]

TMVA::SVEvent::SVEvent	(	const Event *	event,
		Float_t	C_par,
		Bool_t	isSignal = kFALSE )

constructor

Definition at line 61 of file SVEvent.cxx.

◆ SVEvent() [3/4]

TMVA::SVEvent::SVEvent	(	const std::vector< Float_t > *	svector,
		Float_t	alpha,
		Int_t	typeFlag,
		UInt_t	ns )

constructor

Definition at line 80 of file SVEvent.cxx.

◆ SVEvent() [4/4]

TMVA::SVEvent::SVEvent	(	const std::vector< Float_t > *	svector,
		Float_t	alpha,
		Float_t	alpha_p,
		Int_t	typeFlag )

constructor

Definition at line 99 of file SVEvent.cxx.

◆ ~SVEvent()

TMVA::SVEvent::~SVEvent ( )

virtual

destructor

Definition at line 118 of file SVEvent.cxx.

Member Function Documentation

◆ Class()

TClass * TMVA::SVEvent::Class ( )

static

Returns: TClass describing this class

◆ Class_Name()

const char * TMVA::SVEvent::Class_Name ( )

static

Returns: Name of this class

◆ Class_Version()

constexpr Version_t TMVA::SVEvent::Class_Version ( )

inlinestaticconstexpr

Returns: Version of this class

Definition at line 99 of file SVEvent.h.

◆ DeclFileName()

const char * TMVA::SVEvent::DeclFileName ( )

inlinestatic

Returns: Name of the file containing the class declaration

Definition at line 99 of file SVEvent.h.

◆ GetAlpha()

Float_t TMVA::SVEvent::GetAlpha ( ) const

inline

Definition at line 61 of file SVEvent.h.

◆ GetAlpha_p()

Float_t TMVA::SVEvent::GetAlpha_p ( ) const

inline

Definition at line 62 of file SVEvent.h.

◆ GetCweight()

Float_t TMVA::SVEvent::GetCweight ( ) const

inline

Definition at line 71 of file SVEvent.h.

◆ GetDataVector()

std::vector< Float_t > * TMVA::SVEvent::GetDataVector ( )

inline

Definition at line 60 of file SVEvent.h.

◆ GetDeltaAlpha()

Float_t TMVA::SVEvent::GetDeltaAlpha ( ) const

inline

Definition at line 63 of file SVEvent.h.

◆ GetErrorCache()

Float_t TMVA::SVEvent::GetErrorCache ( ) const

inline

Definition at line 65 of file SVEvent.h.

◆ GetIdx()

Int_t TMVA::SVEvent::GetIdx ( ) const

inline

Definition at line 68 of file SVEvent.h.

◆ GetLine()

Float_t * TMVA::SVEvent::GetLine ( ) const

inline

Definition at line 69 of file SVEvent.h.

◆ GetNs()

UInt_t TMVA::SVEvent::GetNs ( ) const

inline

Definition at line 70 of file SVEvent.h.

◆ GetNVar()

Int_t TMVA::SVEvent::GetNVar ( ) const

inline

Definition at line 67 of file SVEvent.h.

◆ GetTarget()

Float_t TMVA::SVEvent::GetTarget ( ) const

inline

Definition at line 72 of file SVEvent.h.

◆ GetTypeFlag()

Int_t TMVA::SVEvent::GetTypeFlag ( ) const

inline

Definition at line 66 of file SVEvent.h.

◆ IsA()

virtual TClass * TMVA::SVEvent::IsA ( ) const

inlinevirtual

Returns: TClass describing current object

Definition at line 99 of file SVEvent.h.

◆ IsInI0()

Bool_t TMVA::SVEvent::IsInI0 ( ) const

inline

Definition at line 76 of file SVEvent.h.

◆ IsInI0a()

Bool_t TMVA::SVEvent::IsInI0a ( ) const

inline

Definition at line 74 of file SVEvent.h.

◆ IsInI0b()

Bool_t TMVA::SVEvent::IsInI0b ( ) const

inline

Definition at line 75 of file SVEvent.h.

◆ IsInI1()

Bool_t TMVA::SVEvent::IsInI1 ( ) const

inline

Definition at line 77 of file SVEvent.h.

◆ IsInI2()

Bool_t TMVA::SVEvent::IsInI2 ( ) const

inline

Definition at line 78 of file SVEvent.h.

◆ IsInI3()

Bool_t TMVA::SVEvent::IsInI3 ( ) const

inline

Definition at line 79 of file SVEvent.h.

◆ Print()

void TMVA::SVEvent::Print ( std::ostream & os ) const

printout

Definition at line 129 of file SVEvent.cxx.

◆ PrintData()

void TMVA::SVEvent::PrintData ( )

printout

Definition at line 139 of file SVEvent.cxx.

◆ SetAlpha()

void TMVA::SVEvent::SetAlpha ( Float_t alpha )

inline

Definition at line 51 of file SVEvent.h.

◆ SetAlpha_p()

void TMVA::SVEvent::SetAlpha_p ( Float_t alpha )

inline

Definition at line 52 of file SVEvent.h.

◆ SetErrorCache()

void TMVA::SVEvent::SetErrorCache ( Float_t err_cache )

inline

Definition at line 53 of file SVEvent.h.

◆ SetIdx()

void TMVA::SVEvent::SetIdx ( Int_t idx )

inline

Definition at line 56 of file SVEvent.h.

◆ SetIsShrinked()

void TMVA::SVEvent::SetIsShrinked ( Int_t isshrinked )

inline

Definition at line 54 of file SVEvent.h.

◆ SetLine()

void TMVA::SVEvent::SetLine ( Float_t * line )

inline

Definition at line 55 of file SVEvent.h.

◆ SetNs()

void TMVA::SVEvent::SetNs ( UInt_t ns )

inline

Definition at line 57 of file SVEvent.h.

◆ Streamer()

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

virtual

◆ StreamerNVirtual()

void TMVA::SVEvent::StreamerNVirtual ( TBuffer & ClassDef_StreamerNVirtual_b )

inline

Definition at line 99 of file SVEvent.h.

◆ UpdateErrorCache()

void TMVA::SVEvent::UpdateErrorCache ( Float_t upercache )

inline

Definition at line 58 of file SVEvent.h.

Member Data Documentation

◆ fAlpha

Float_t TMVA::SVEvent::fAlpha

private

Lagrange multiplier.

Definition at line 88 of file SVEvent.h.

◆ fAlpha_p

Float_t TMVA::SVEvent::fAlpha_p

private

Lagrange multiplier.

Definition at line 89 of file SVEvent.h.

◆ fCweight

const Float_t TMVA::SVEvent::fCweight

private

svm cost weight

Definition at line 87 of file SVEvent.h.

◆ fDataVector

std::vector<Float_t> TMVA::SVEvent::fDataVector

private

Definition at line 86 of file SVEvent.h.

◆ fErrorCache

Float_t TMVA::SVEvent::fErrorCache

private

optimization parameter

Definition at line 90 of file SVEvent.h.

◆ fIdx

Int_t TMVA::SVEvent::fIdx

private

index flag

Definition at line 93 of file SVEvent.h.

◆ fIsShrinked

Int_t TMVA::SVEvent::fIsShrinked

private

shrinking flag, see documentation

Definition at line 95 of file SVEvent.h.

◆ fLine

Float_t* TMVA::SVEvent::fLine

private

pointer to column of kernel matrix

Definition at line 96 of file SVEvent.h.

◆ fNs

UInt_t TMVA::SVEvent::fNs

private

documentation

Definition at line 94 of file SVEvent.h.

◆ fNVar

UInt_t TMVA::SVEvent::fNVar

private

number of variables

Definition at line 91 of file SVEvent.h.

◆ fTarget

const Float_t TMVA::SVEvent::fTarget

private

regression target

Definition at line 97 of file SVEvent.h.

◆ fTypeFlag

const Int_t TMVA::SVEvent::fTypeFlag

private

is sig or bkg - svm requieres 1 for sig and -1 for bkg

Definition at line 92 of file SVEvent.h.

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

tmva/tmva/inc/TMVA/SVEvent.h
tmva/tmva/src/SVEvent.cxx

Public Member Functions

Static Public Member Functions

Private Attributes

Constructor & Destructor Documentation

◆ SVEvent() [1/4]

◆ SVEvent() [2/4]

◆ SVEvent() [3/4]

◆ SVEvent() [4/4]

◆ ~SVEvent()

Member Function Documentation

◆ Class()

◆ Class_Name()

◆ Class_Version()

◆ DeclFileName()

◆ GetAlpha()

◆ GetAlpha_p()

◆ GetCweight()

◆ GetDataVector()

◆ GetDeltaAlpha()

◆ GetErrorCache()

◆ GetIdx()

◆ GetLine()

◆ GetNs()

◆ GetNVar()

◆ GetTarget()

◆ GetTypeFlag()

◆ IsA()

◆ IsInI0()

◆ IsInI0a()

◆ IsInI0b()

◆ IsInI1()

◆ IsInI2()

◆ IsInI3()

◆ Print()

◆ PrintData()

◆ SetAlpha()

◆ SetAlpha_p()

◆ SetErrorCache()

◆ SetIdx()

◆ SetIsShrinked()

◆ SetLine()

◆ SetNs()

◆ Streamer()

◆ StreamerNVirtual()

◆ UpdateErrorCache()

Member Data Documentation

◆ fAlpha

◆ fAlpha_p

◆ fCweight

◆ fDataVector

◆ fErrorCache

◆ fIdx

◆ fIsShrinked

◆ fLine

◆ fNs

◆ fNVar

◆ fTarget

◆ fTypeFlag