TMVA::MethodCFMlpANN_Utils Class Reference

#include <MethodCFMlpANN_Utils.h>

Inheritance diagram for TMVA::MethodCFMlpANN_Utils:


Public Member Functions
	MethodCFMlpANN_Utils ()
virtual	~MethodCFMlpANN_Utils ()
	MethodCFMlpANN_Utils ()
virtual	~MethodCFMlpANN_Utils ()
Protected Member Functions
void	Train_nn (Double_t tin2, Double_t tout2, Int_t ntrain, Int_t ntest, Int_t nvar2, Int_t nlayer, Int_t nodes, Int_t ncycle)
void	Entree_new (Int_t , char , Int_t ntrain, Int_t ntest, Int_t numlayer, Int_t nodes, Int_t *numcycle, Int_t)
virtual Int_t	DataInterface (Double_t , Double_t , Int_t , Int_t , Int_t , Int_t , Double_t , Int_t , Int_t *)=0
Double_t	Fdecroi (Int_t *i__)
Double_t	Sen3a (void)
void	Wini ()
void	En_avant (Int_t *ievent)
void	En_avant2 (Int_t *ievent)
void	En_arriere (Int_t *ievent)
void	Leclearn (Int_t ktest, Double_t tout2, Double_t *tin2)
void	Out (Int_t iii, Int_t maxcycle)
void	Cout (Int_t , Double_t xxx)
void	Innit (char det, Double_t tout2, Double_t *tin2, Int_t)
void	TestNN ()
void	Inl ()
void	GraphNN (Int_t ilearn, Double_t , Double_t , char , Int_t)
void	Foncf (Int_t i__, Double_t u, Double_t *f)
void	Cout2 (Int_t , Double_t yyy)
void	Lecev2 (Int_t ktest, Double_t tout2, Double_t *tin2)
void	Arret (const char *mot)
void	CollectVar (Int_t nvar, Int_t class__, Double_t *xpg)
Double_t	W_ref (const Double_t wNN[], Int_t a_1, Int_t a_2, Int_t a_3) const
Double_t &	W_ref (Double_t wNN[], Int_t a_1, Int_t a_2, Int_t a_3)
Double_t	Ww_ref (const Double_t wwNN[], Int_t a_1, Int_t a_2) const
Double_t &	Ww_ref (Double_t wwNN[], Int_t a_1, Int_t a_2)
void	SetLogger (MsgLogger *l)
void	Train_nn (Double_t tin2, Double_t tout2, Int_t ntrain, Int_t ntest, Int_t nvar2, Int_t nlayer, Int_t nodes, Int_t ncycle)
void	Entree_new (Int_t , char , Int_t ntrain, Int_t ntest, Int_t numlayer, Int_t nodes, Int_t *numcycle, Int_t)
virtual Int_t	DataInterface (Double_t , Double_t , Int_t , Int_t , Int_t , Int_t , Double_t , Int_t , Int_t *)=0
Double_t	Fdecroi (Int_t *i__)
Double_t	Sen3a (void)
void	Wini ()
void	En_avant (Int_t *ievent)
void	En_avant2 (Int_t *ievent)
void	En_arriere (Int_t *ievent)
void	Leclearn (Int_t ktest, Double_t tout2, Double_t *tin2)
void	Out (Int_t iii, Int_t maxcycle)
void	Cout (Int_t , Double_t xxx)
void	Innit (char det, Double_t tout2, Double_t *tin2, Int_t)
void	TestNN ()
void	Inl ()
void	GraphNN (Int_t ilearn, Double_t , Double_t , char , Int_t)
void	Foncf (Int_t i__, Double_t u, Double_t *f)
void	Cout2 (Int_t , Double_t yyy)
void	Lecev2 (Int_t ktest, Double_t tout2, Double_t *tin2)
void	Arret (const char *mot)
void	CollectVar (Int_t nvar, Int_t class__, Double_t *xpg)
Double_t	W_ref (const Double_t wNN[], Int_t a_1, Int_t a_2, Int_t a_3) const
Double_t &	W_ref (Double_t wNN[], Int_t a_1, Int_t a_2, Int_t a_3)
Double_t	Ww_ref (const Double_t wwNN[], Int_t a_1, Int_t a_2) const
Double_t &	Ww_ref (Double_t wwNN[], Int_t a_1, Int_t a_2)
void	SetLogger (MsgLogger *l)
Protected Attributes
struct {
Double_t epsmin
Double_t epsmax
Double_t eeps
Double_t eta
Int_t layerm
Int_t lclass
Int_t nevl
Int_t nblearn
Int_t nunilec
Int_t nunisor
Int_t nunishort
Int_t nunap
Int_t nvar
Int_t itest
Int_t ndiv
Int_t ichoi
Int_t ndivis
Int_t nevt
}	fParam_1
struct {
Double_t xmax [max_nVar_]
Double_t xmin [max_nVar_]
Int_t nclass [max_Events_]
Int_t mclass [max_Events_]
Int_t iclass
}	fVarn_1
TMVA::MethodCFMlpANN_Utils::VARn2	fVarn2_1
TMVA::MethodCFMlpANN_Utils::VARn2	fVarn3_1
struct {
Double_t x [max_nLayers_ *max_nNodes_]
Double_t y [max_nLayers_ *max_nNodes_]
Double_t o [max_nNodes_]
Double_t w [max_nLayers_ max_nNodes_ max_nNodes_]
Double_t ww [max_nLayers_ *max_nNodes_]
Double_t cut [max_nNodes_]
Double_t deltaww [max_nLayers_ *max_nNodes_]
Int_t neuron [max_nLayers_]
}	fNeur_1
struct {
Double_t coef [max_nNodes_]
Double_t temp [max_nLayers_]
Double_t demin
Double_t demax
Double_t del [max_nLayers_ *max_nNodes_]
Double_t delw [max_nLayers_ max_nNodes_ max_nNodes_]
Double_t delta [max_nLayers_ max_nNodes_ max_nNodes_]
Double_t delww [max_nLayers_ *max_nNodes_]
Int_t idde
}	fDel_1
struct {
Double_t ancout
Double_t tolcou
Int_t ieps
}	fCost_1
struct {
Double_t epsmin
Double_t epsmax
Double_t eeps
Double_t eta
Int_t layerm
Int_t lclass
Int_t nevl
Int_t nblearn
Int_t nunilec
Int_t nunisor
Int_t nunishort
Int_t nunap
Int_t nvar
Int_t itest
Int_t ndiv
Int_t ichoi
Int_t ndivis
Int_t nevt
}	fParam_1
struct {
Double_t xmax [max_nVar_]
Double_t xmin [max_nVar_]
Int_t nclass [max_Events_]
Int_t mclass [max_Events_]
Int_t iclass
}	fVarn_1
TMVA::MethodCFMlpANN_Utils::VARn2	fVarn2_1
TMVA::MethodCFMlpANN_Utils::VARn2	fVarn3_1
struct {
Double_t x [max_nLayers_ *max_nNodes_]
Double_t y [max_nLayers_ *max_nNodes_]
Double_t o [max_nNodes_]
Double_t w [max_nLayers_ max_nNodes_ max_nNodes_]
Double_t ww [max_nLayers_ *max_nNodes_]
Double_t cut [max_nNodes_]
Double_t deltaww [max_nLayers_ *max_nNodes_]
Int_t neuron [max_nLayers_]
}	fNeur_1
struct {
Double_t coef [max_nNodes_]
Double_t temp [max_nLayers_]
Double_t demin
Double_t demax
Double_t del [max_nLayers_ *max_nNodes_]
Double_t delw [max_nLayers_ max_nNodes_ max_nNodes_]
Double_t delta [max_nLayers_ max_nNodes_ max_nNodes_]
Double_t delww [max_nLayers_ *max_nNodes_]
Int_t idde
}	fDel_1
struct {
Double_t ancout
Double_t tolcou
Int_t ieps
}	fCost_1
Static Protected Attributes
static Int_t	fg_100
static Int_t	fg_0
static Int_t	fg_max_nVar_
static Int_t	fg_max_nNodes_
static Int_t	fg_999
static const char *	fg_MethodName
static const char *	fg_MethodName
Private Member Functions
MsgLogger &	ULog ()
MsgLogger &	ULog ()
Private Attributes
MsgLogger *	fLogger
MsgLogger *	fLogger
Classes
class	VARn2

Detailed Description

Definition at line 59 of file MethodCFMlpANN_Utils.h.

Constructor & Destructor Documentation

TMVA::MethodCFMlpANN_Utils::MethodCFMlpANN_Utils ( )

Definition at line 82 of file MethodCFMlpANN_Utils.cxx.

References i, TMVA::max_Events_, and TMVA::max_nLayers_.

TMVA::MethodCFMlpANN_Utils::~MethodCFMlpANN_Utils ( ) [virtual]

Definition at line 137 of file MethodCFMlpANN_Utils.cxx.

TMVA::MethodCFMlpANN_Utils::MethodCFMlpANN_Utils ( )

virtual TMVA::MethodCFMlpANN_Utils::~MethodCFMlpANN_Utils ( ) [virtual]

Member Function Documentation

void TMVA::MethodCFMlpANN_Utils::Train_nn	(	Double_t *	tin2,
		Double_t *	tout2,
		Int_t *	ntrain,
		Int_t *	ntest,
		Int_t *	nvar2,
		Int_t *	nlayer,
		Int_t *	nodes,
		Int_t *	ncycle
	)			`[protected]`

Definition at line 142 of file MethodCFMlpANN_Utils.cxx.

References TMVA::MethodCFMlpANN_Utils::VARn2::Create(), TMVA::MethodCFMlpANN_Utils::VARn2::Delete(), Entree_new(), fNeur_1, fParam_1, fVarn2_1, fVarn3_1, Innit(), TMVA::max_Events_, TMVA::max_nLayers_, TMVA::max_nNodes_, TMVA::max_nVar_, and TestNN().

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

void TMVA::MethodCFMlpANN_Utils::Entree_new	(	Int_t *	,
		char *	,
		Int_t *	ntrain,
		Int_t *	ntest,
		Int_t *	numlayer,
		Int_t *	nodes,
		Int_t *	numcycle,
		Int_t
	)			`[protected]`

Definition at line 196 of file MethodCFMlpANN_Utils.cxx.

References Arret(), fCost_1, fDel_1, fParam_1, j, TMVA::max_nLayers_, TMVA::max_nNodes_, and num.

Referenced by Train_nn().

virtual Int_t TMVA::MethodCFMlpANN_Utils::DataInterface	(	Double_t *	,
		Double_t *	,
		Int_t *	,
		Int_t *	,
		Int_t *	,
		Int_t *	,
		Double_t *	,
		Int_t *	,
		Int_t *
	)			`[protected, pure virtual]`

Referenced by Lecev2(), and Leclearn().

Double_t TMVA::MethodCFMlpANN_Utils::Fdecroi ( Int_t * i__ ) [protected]

Definition at line 794 of file MethodCFMlpANN_Utils.cxx.

References fParam_1.

Double_t TMVA::MethodCFMlpANN_Utils::Sen3a ( void ) [protected]

Definition at line 871 of file MethodCFMlpANN_Utils.cxx.

References f2, Rgl::Mc::k1, Rgl::Mc::k2, and Rgl::Mc::k3.

Referenced by Wini().

void TMVA::MethodCFMlpANN_Utils::Wini ( ) [protected]

Definition at line 318 of file MethodCFMlpANN_Utils.cxx.

References fNeur_1, for(), fParam_1, j, Sen3a(), w_ref, and ww_ref.

void TMVA::MethodCFMlpANN_Utils::En_avant ( Int_t * ievent ) [protected]

Definition at line 347 of file MethodCFMlpANN_Utils.cxx.

References fNeur_1, Foncf(), for(), fParam_1, j, w_ref, ww_ref, x_ref, xeev_ref, and y_ref.

Referenced by Cout(), and GraphNN().

void TMVA::MethodCFMlpANN_Utils::En_avant2 ( Int_t * ievent ) [protected]

Definition at line 1019 of file MethodCFMlpANN_Utils.cxx.

References fNeur_1, Foncf(), for(), fParam_1, j, w_ref, ww_ref, x_ref, xx_ref, and y_ref.

Referenced by Cout2().

void TMVA::MethodCFMlpANN_Utils::En_arriere ( Int_t * ievent ) [protected]

Definition at line 479 of file MethodCFMlpANN_Utils.cxx.

References fNeur_1, fParam_1, fVarn_1, j, k, and l.

void TMVA::MethodCFMlpANN_Utils::Leclearn	(	Int_t *	ktest,
		Double_t *	tout2,
		Double_t *	tin2
	)			`[protected]`

Definition at line 386 of file MethodCFMlpANN_Utils.cxx.

References CollectVar(), DataInterface(), fg_0, fg_100, for(), fParam_1, fVarn_1, if(), j, k, l, TMVA::max_nNodes_, TMVA::max_nVar_, and xeev_ref.

Referenced by Innit().

void TMVA::MethodCFMlpANN_Utils::Out	(	Int_t *	iii,
		Int_t *	maxcycle
	)			`[protected]`

Definition at line 561 of file MethodCFMlpANN_Utils.cxx.

void TMVA::MethodCFMlpANN_Utils::Cout	(	Int_t *	,
		Double_t *	xxx
	)			`[protected]`

Definition at line 724 of file MethodCFMlpANN_Utils.cxx.

References En_avant(), fDel_1, fNeur_1, fParam_1, fVarn_1, j, and y_ref.

void TMVA::MethodCFMlpANN_Utils::Innit	(	char *	det,
		Double_t *	tout2,
		Double_t *	tin2,
		Int_t
	)			`[protected]`

Definition at line 576 of file MethodCFMlpANN_Utils.cxx.

References delta_ref, deltaww_ref, fNeur_1, for(), fParam_1, Inl(), j, Lecev2(), and Leclearn().

Referenced by Train_nn().

void TMVA::MethodCFMlpANN_Utils::TestNN ( ) [protected]

Definition at line 670 of file MethodCFMlpANN_Utils.cxx.

References Arret(), fg_max_nNodes_, fg_max_nVar_, fNeur_1, fParam_1, TMVA::max_Events_, TMVA::max_nLayers_, TMVA::max_nNodes_, and TMVA::max_nVar_.

Referenced by Train_nn().

void TMVA::MethodCFMlpANN_Utils::Inl ( ) [protected]

Definition at line 760 of file MethodCFMlpANN_Utils.cxx.

References fNeur_1, fParam_1, if(), and k.

Referenced by Innit().

void TMVA::MethodCFMlpANN_Utils::GraphNN	(	Int_t *	ilearn,
		Double_t *	,
		Double_t *	,
		char *	,
		Int_t
	)			`[protected]`

Definition at line 810 of file MethodCFMlpANN_Utils.cxx.

References En_avant(), fNeur_1, for(), fParam_1, fVarn_1, if(), j, TMVA::max_nNodes_, and y_ref.

void TMVA::MethodCFMlpANN_Utils::Foncf	(	Int_t *	i__,
		Double_t *	u,
		Double_t *	f
	)			`[protected]`

Definition at line 905 of file MethodCFMlpANN_Utils.cxx.

References TMath::Exp(), and fDel_1.

Referenced by En_avant(), and En_avant2().

void TMVA::MethodCFMlpANN_Utils::Cout2	(	Int_t *	,
		Double_t *	yyy
	)			`[protected]`

Definition at line 926 of file MethodCFMlpANN_Utils.cxx.

References En_avant2(), fDel_1, fNeur_1, fParam_1, fVarn_1, j, and y_ref.

void TMVA::MethodCFMlpANN_Utils::Lecev2	(	Int_t *	ktest,
		Double_t *	tout2,
		Double_t *	tin2
	)			`[protected]`

Definition at line 960 of file MethodCFMlpANN_Utils.cxx.

References DataInterface(), fg_0, fg_999, for(), fParam_1, fVarn_1, if(), j, k, TMVA::max_nNodes_, TMVA::max_nVar_, and xx_ref.

Referenced by Innit().

void TMVA::MethodCFMlpANN_Utils::Arret ( const char * mot ) [protected]

Definition at line 1057 of file MethodCFMlpANN_Utils.cxx.

References fg_MethodName.

Referenced by Entree_new(), and TestNN().

void TMVA::MethodCFMlpANN_Utils::CollectVar	(	Int_t *	nvar,
		Int_t *	class__,
		Double_t *	xpg
	)			`[protected]`

Definition at line 1064 of file MethodCFMlpANN_Utils.cxx.

References x.

Referenced by Leclearn().

Double_t TMVA::MethodCFMlpANN_Utils::W_ref	(	const Double_t	wNN[],
		Int_t	a_1,
		Int_t	a_2,
		Int_t	a_3
	)			const `[inline, protected]`

Definition at line 108 of file MethodCFMlpANN_Utils.h.

References TMVA::max_nLayers_, and TMVA::max_nNodes_.

Referenced by TMVA::MethodCFMlpANN::AddWeightsXMLTo(), TMVA::MethodCFMlpANN::NN_ava(), TMVA::MethodCFMlpANN::PrintWeights(), TMVA::MethodCFMlpANN::ReadWeightsFromStream(), and TMVA::MethodCFMlpANN::ReadWeightsFromXML().

Double_t& TMVA::MethodCFMlpANN_Utils::W_ref	(	Double_t	wNN[],
		Int_t	a_1,
		Int_t	a_2,
		Int_t	a_3
	)			`[inline, protected]`

Definition at line 111 of file MethodCFMlpANN_Utils.h.

References TMVA::max_nLayers_, and TMVA::max_nNodes_.

Double_t TMVA::MethodCFMlpANN_Utils::Ww_ref	(	const Double_t	wwNN[],
		Int_t	a_1,
		Int_t	a_2
	)			const `[inline, protected]`

Definition at line 115 of file MethodCFMlpANN_Utils.h.

References TMVA::max_nLayers_.

Double_t& TMVA::MethodCFMlpANN_Utils::Ww_ref	(	Double_t	wwNN[],
		Int_t	a_1,
		Int_t	a_2
	)			`[inline, protected]`

Definition at line 118 of file MethodCFMlpANN_Utils.h.

References TMVA::max_nLayers_.

void TMVA::MethodCFMlpANN_Utils::SetLogger ( MsgLogger * l ) [inline, protected]

Definition at line 197 of file MethodCFMlpANN_Utils.h.

References fLogger, and l.

Referenced by TMVA::MethodCFMlpANN::MethodCFMlpANN().

MsgLogger& TMVA::MethodCFMlpANN_Utils::ULog ( ) [inline, private]

Definition at line 201 of file MethodCFMlpANN_Utils.h.

References fLogger.

void TMVA::MethodCFMlpANN_Utils::Train_nn	(	Double_t *	tin2,
		Double_t *	tout2,
		Int_t *	ntrain,
		Int_t *	ntest,
		Int_t *	nvar2,
		Int_t *	nlayer,
		Int_t *	nodes,
		Int_t *	ncycle
	)			`[protected]`

void TMVA::MethodCFMlpANN_Utils::Entree_new	(	Int_t *	,
		char *	,
		Int_t *	ntrain,
		Int_t *	ntest,
		Int_t *	numlayer,
		Int_t *	nodes,
		Int_t *	numcycle,
		Int_t
	)			`[protected]`

virtual Int_t TMVA::MethodCFMlpANN_Utils::DataInterface	(	Double_t *	,
		Double_t *	,
		Int_t *	,
		Int_t *	,
		Int_t *	,
		Int_t *	,
		Double_t *	,
		Int_t *	,
		Int_t *
	)			`[protected, pure virtual]`