Implementation of Clermond-Ferrand artificial neural network.

Reference for the original FORTRAN version "mlpl3.F":

Authors : J. Proriol and contributions from ALEPH-Clermont-Ferrand Team members
Copyright: Laboratoire Physique Corpusculaire Universite de Blaise Pascal, IN2P3/CNRS

Definition at line 54 of file MethodCFMlpANN_Utils.h.

Classes
class	VARn2

Public Member Functions
	MethodCFMlpANN_Utils ()
	default constructor

virtual	~MethodCFMlpANN_Utils ()
	Destructor.

Protected Member Functions
void	Arret (const char *mot)

void	CollectVar (Int_t nvar, Int_t class__, Double_t *xpg)
	[smart comments to be added]

void	Cout (Int_t , Double_t xxx)
	[smart comments to be added]

void	Cout2 (Int_t , Double_t yyy)
	[smart comments to be added]

virtual Int_t	DataInterface (Double_t , Double_t , Int_t , Int_t , Int_t , Int_t , Double_t , Int_t , Int_t *)=0

void	En_arriere (Int_t *ievent)
	[smart comments to be added]

void	En_avant (Int_t *ievent)
	[smart comments to be added]

void	En_avant2 (Int_t *ievent)
	[smart comments to be added]

void	Entree_new (Int_t , char , Int_t ntrain, Int_t ntest, Int_t numlayer, Int_t nodes, Int_t *numcycle, Int_t)

Double_t	Fdecroi (Int_t *i__)
	[smart comments to be added]

void	Foncf (Int_t i__, Double_t u, Double_t *f)

void	GraphNN (Int_t ilearn, Double_t , Double_t , char , Int_t)
	[smart comments to be added]

void	Inl ()
	[smart comments to be added]

void	Innit (char det, Double_t tout2, Double_t *tin2, Int_t)

void	Lecev2 (Int_t ktest, Double_t tout2, Double_t *tin2)
	[smart comments to be added]

void	Leclearn (Int_t ktest, Double_t tout2, Double_t *tin2)
	[smart comments to be added]

void	Out (Int_t iii, Int_t maxcycle)

Double_t	Sen3a (void)
	[smart comments to be added]

void	SetLogger (MsgLogger *l)

void	TestNN ()
	[smart comments to be added]

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)

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)

void	Wini ()
	[smart comments to be added]

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)

Protected Attributes
struct {

Double_t ancout

Int_t ieps

Double_t tolcou

}	fCost_1

struct {

Double_t coef [max_nNodes_]

Double_t del [max_nLayers_ *max_nNodes_]

Double_t delta [max_nLayers_ max_nNodes_ max_nNodes_]

Double_t delw [max_nLayers_ max_nNodes_ max_nNodes_]

Double_t delww [max_nLayers_ *max_nNodes_]

Double_t demax

Double_t demin

Int_t idde

Double_t temp [max_nLayers_]

}	fDel_1

Int_t	fg_0

Int_t	fg_100

Int_t	fg_999

struct {

Double_t cut [max_nNodes_]

Double_t deltaww [max_nLayers_ *max_nNodes_]

Int_t neuron [max_nLayers_]

Double_t o [max_nNodes_]

Double_t w [max_nLayers_ max_nNodes_ max_nNodes_]

Double_t ww [max_nLayers_ *max_nNodes_]

Double_t x [max_nLayers_ *max_nNodes_]

Double_t y [max_nLayers_ *max_nNodes_]

}	fNeur_1

struct {

Double_t eeps

Double_t epsmax

Double_t epsmin

Double_t eta

Int_t ichoi

Int_t itest

Int_t layerm

Int_t lclass

Int_t nblearn

Int_t ndiv

Int_t ndivis

Int_t nevl

Int_t nevt

Int_t nunap

Int_t nunilec

Int_t nunishort

Int_t nunisor

Int_t nvar

}	fParam_1

class TMVA::MethodCFMlpANN_Utils::VARn2	fVarn2_1

class TMVA::MethodCFMlpANN_Utils::VARn2	fVarn3_1

struct {

Int_t iclass

Int_t mclass [max_Events_]

Int_t nclass [max_Events_]

Double_t xmax [max_nVar_]

Double_t xmin [max_nVar_]

}	fVarn_1

Static Protected Attributes
static const Int_t	fg_max_nNodes_ = max_nNodes_

static const Int_t	fg_max_nVar_ = max_nVar_

static const char *const	fg_MethodName = "--- CFMlpANN "

Private Member Functions
MsgLogger &	ULog ()

Private Attributes
MsgLogger *	fLogger

#include <TMVA/MethodCFMlpANN_Utils.h>

Inheritance diagram for TMVA::MethodCFMlpANN_Utils:

[legend]

Constructor & Destructor Documentation

◆ MethodCFMlpANN_Utils()

TMVA::MethodCFMlpANN_Utils::MethodCFMlpANN_Utils ( )

default constructor

Definition at line 86 of file MethodCFMlpANN_Utils.cxx.

◆ ~MethodCFMlpANN_Utils()

TMVA::MethodCFMlpANN_Utils::~MethodCFMlpANN_Utils ( )

virtual

Destructor.

Definition at line 145 of file MethodCFMlpANN_Utils.cxx.

Member Function Documentation

◆ Arret()

void TMVA::MethodCFMlpANN_Utils::Arret ( const char * mot )

protected

Definition at line 1103 of file MethodCFMlpANN_Utils.cxx.

◆ CollectVar()

void TMVA::MethodCFMlpANN_Utils::CollectVar	(	Int_t *	nvar,
		Int_t *	class__,
		Double_t *	xpg
	)

protected

[smart comments to be added]

Definition at line 1113 of file MethodCFMlpANN_Utils.cxx.

◆ Cout()

void TMVA::MethodCFMlpANN_Utils::Cout	(	Int_t *	,
		Double_t *	xxx
	)

protected

[smart comments to be added]

Definition at line 752 of file MethodCFMlpANN_Utils.cxx.

◆ Cout2()

void TMVA::MethodCFMlpANN_Utils::Cout2	(	Int_t *	,
		Double_t *	yyy
	)

protected

[smart comments to be added]

Definition at line 965 of file MethodCFMlpANN_Utils.cxx.

◆ DataInterface()

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 *
	)

protectedpure virtual

Implemented in TMVA::MethodCFMlpANN.

◆ En_arriere()

void TMVA::MethodCFMlpANN_Utils::En_arriere ( Int_t * ievent )

protected

[smart comments to be added]

Definition at line 499 of file MethodCFMlpANN_Utils.cxx.

◆ En_avant()

void TMVA::MethodCFMlpANN_Utils::En_avant ( Int_t * ievent )

protected

[smart comments to be added]

Definition at line 363 of file MethodCFMlpANN_Utils.cxx.

◆ En_avant2()

void TMVA::MethodCFMlpANN_Utils::En_avant2 ( Int_t * ievent )

protected

[smart comments to be added]

Definition at line 1064 of file MethodCFMlpANN_Utils.cxx.

◆ Entree_new()

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 207 of file MethodCFMlpANN_Utils.cxx.

◆ Fdecroi()

Double_t TMVA::MethodCFMlpANN_Utils::Fdecroi ( Int_t * i__ )

protected

[smart comments to be added]

Definition at line 826 of file MethodCFMlpANN_Utils.cxx.

◆ Foncf()

void TMVA::MethodCFMlpANN_Utils::Foncf	(	Int_t *	i__,
		Double_t *	u,
		Double_t *	f
	)

protected

Definition at line 941 of file MethodCFMlpANN_Utils.cxx.

◆ GraphNN()

void TMVA::MethodCFMlpANN_Utils::GraphNN	(	Int_t *	ilearn,
		Double_t *	,
		Double_t *	,
		char *	,
		Int_t
	)

protected

[smart comments to be added]

Definition at line 844 of file MethodCFMlpANN_Utils.cxx.

◆ Inl()

void TMVA::MethodCFMlpANN_Utils::Inl ( )

protected

[smart comments to be added]

Definition at line 790 of file MethodCFMlpANN_Utils.cxx.

◆ Innit()

void TMVA::MethodCFMlpANN_Utils::Innit	(	char *	det,
		Double_t *	tout2,
		Double_t *	tin2,
		Int_t
	)

protected

Definition at line 599 of file MethodCFMlpANN_Utils.cxx.

◆ Lecev2()

void TMVA::MethodCFMlpANN_Utils::Lecev2	(	Int_t *	ktest,
		Double_t *	tout2,
		Double_t *	tin2
	)

protected

[smart comments to be added]

Definition at line 1001 of file MethodCFMlpANN_Utils.cxx.

◆ Leclearn()

void TMVA::MethodCFMlpANN_Utils::Leclearn	(	Int_t *	ktest,
		Double_t *	tout2,
		Double_t *	tin2
	)

protected

[smart comments to be added]

Definition at line 404 of file MethodCFMlpANN_Utils.cxx.

◆ Out()

void TMVA::MethodCFMlpANN_Utils::Out	(	Int_t *	iii,
		Int_t *	maxcycle
	)

protected

Definition at line 582 of file MethodCFMlpANN_Utils.cxx.

◆ Sen3a()

Double_t TMVA::MethodCFMlpANN_Utils::Sen3a ( void )

protected

[smart comments to be added]

Definition at line 907 of file MethodCFMlpANN_Utils.cxx.

◆ SetLogger()

void TMVA::MethodCFMlpANN_Utils::SetLogger ( MsgLogger * l )

inlineprotected

Definition at line 192 of file MethodCFMlpANN_Utils.h.

◆ TestNN()

void TMVA::MethodCFMlpANN_Utils::TestNN ( )

protected

[smart comments to be added]

Definition at line 696 of file MethodCFMlpANN_Utils.cxx.

◆ Train_nn()

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 151 of file MethodCFMlpANN_Utils.cxx.

◆ ULog()

MsgLogger & TMVA::MethodCFMlpANN_Utils::ULog ( )

inlineprivate

Definition at line 196 of file MethodCFMlpANN_Utils.h.

◆ W_ref() [1/2]

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

inlineprotected

Definition at line 103 of file MethodCFMlpANN_Utils.h.

◆ W_ref() [2/2]

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

inlineprotected

Definition at line 106 of file MethodCFMlpANN_Utils.h.

◆ Wini()

void TMVA::MethodCFMlpANN_Utils::Wini ( )

protected

[smart comments to be added]

Definition at line 332 of file MethodCFMlpANN_Utils.cxx.

◆ Ww_ref() [1/2]

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

inlineprotected

Definition at line 110 of file MethodCFMlpANN_Utils.h.

◆ Ww_ref() [2/2]

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

inlineprotected

Definition at line 113 of file MethodCFMlpANN_Utils.h.

Member Data Documentation

◆ ancout

Double_t TMVA::MethodCFMlpANN_Utils::ancout

Definition at line 188 of file MethodCFMlpANN_Utils.h.

◆ coef

Double_t TMVA::MethodCFMlpANN_Utils::coef[max_nNodes_]

Definition at line 178 of file MethodCFMlpANN_Utils.h.

◆ cut

Double_t TMVA::MethodCFMlpANN_Utils::cut[max_nNodes_]

Definition at line 171 of file MethodCFMlpANN_Utils.h.

◆ del

Double_t TMVA::MethodCFMlpANN_Utils::del[max_nLayers_ *max_nNodes_]

Definition at line 179 of file MethodCFMlpANN_Utils.h.

◆ delta

Double_t TMVA::MethodCFMlpANN_Utils::delta[max_nLayers_ *max_nNodes_ *max_nNodes_]

Definition at line 181 of file MethodCFMlpANN_Utils.h.

◆ deltaww

Double_t TMVA::MethodCFMlpANN_Utils::deltaww[max_nLayers_ *max_nNodes_]

Definition at line 172 of file MethodCFMlpANN_Utils.h.

◆ delw

Double_t TMVA::MethodCFMlpANN_Utils::delw[max_nLayers_ *max_nNodes_ *max_nNodes_]

Definition at line 180 of file MethodCFMlpANN_Utils.h.

◆ delww

Double_t TMVA::MethodCFMlpANN_Utils::delww[max_nLayers_ *max_nNodes_]

Definition at line 182 of file MethodCFMlpANN_Utils.h.

◆ demax

Double_t TMVA::MethodCFMlpANN_Utils::demax

Definition at line 178 of file MethodCFMlpANN_Utils.h.

◆ demin

Double_t TMVA::MethodCFMlpANN_Utils::demin

Definition at line 178 of file MethodCFMlpANN_Utils.h.

◆ eeps

Double_t TMVA::MethodCFMlpANN_Utils::eeps

Definition at line 119 of file MethodCFMlpANN_Utils.h.

◆ epsmax

Double_t TMVA::MethodCFMlpANN_Utils::epsmax

Definition at line 119 of file MethodCFMlpANN_Utils.h.

◆ epsmin

Double_t TMVA::MethodCFMlpANN_Utils::epsmin

Definition at line 119 of file MethodCFMlpANN_Utils.h.

◆ eta

Double_t TMVA::MethodCFMlpANN_Utils::eta

Definition at line 119 of file MethodCFMlpANN_Utils.h.

◆ [struct]

struct { ... } TMVA::MethodCFMlpANN_Utils::fCost_1

◆ [struct]

struct { ... } TMVA::MethodCFMlpANN_Utils::fDel_1

◆ fg_0

Int_t TMVA::MethodCFMlpANN_Utils::fg_0

protected

Definition at line 97 of file MethodCFMlpANN_Utils.h.

◆ fg_100

Int_t TMVA::MethodCFMlpANN_Utils::fg_100

protected

Definition at line 96 of file MethodCFMlpANN_Utils.h.

◆ fg_999

Int_t TMVA::MethodCFMlpANN_Utils::fg_999

protected

Definition at line 100 of file MethodCFMlpANN_Utils.h.

◆ fg_max_nNodes_

const Int_t TMVA::MethodCFMlpANN_Utils::fg_max_nNodes_ = max_nNodes_

staticprotected

Definition at line 99 of file MethodCFMlpANN_Utils.h.

◆ fg_max_nVar_

const Int_t TMVA::MethodCFMlpANN_Utils::fg_max_nVar_ = max_nVar_

staticprotected

Definition at line 98 of file MethodCFMlpANN_Utils.h.

◆ fg_MethodName

const char *const TMVA::MethodCFMlpANN_Utils::fg_MethodName = "--- CFMlpANN "

staticprotected

Definition at line 101 of file MethodCFMlpANN_Utils.h.

◆ fLogger

MsgLogger* TMVA::MethodCFMlpANN_Utils::fLogger

private

Definition at line 195 of file MethodCFMlpANN_Utils.h.

◆ [struct]

struct { ... } TMVA::MethodCFMlpANN_Utils::fNeur_1

◆ [struct]

struct { ... } TMVA::MethodCFMlpANN_Utils::fParam_1

◆ fVarn2_1

class TMVA::MethodCFMlpANN_Utils::VARn2 TMVA::MethodCFMlpANN_Utils::fVarn2_1

protected

◆ fVarn3_1

class TMVA::MethodCFMlpANN_Utils::VARn2 TMVA::MethodCFMlpANN_Utils::fVarn3_1

protected

◆ [struct]

struct { ... } TMVA::MethodCFMlpANN_Utils::fVarn_1

◆ ichoi

Int_t TMVA::MethodCFMlpANN_Utils::ichoi

Definition at line 121 of file MethodCFMlpANN_Utils.h.

◆ iclass

Int_t TMVA::MethodCFMlpANN_Utils::iclass

Definition at line 127 of file MethodCFMlpANN_Utils.h.

◆ idde

Int_t TMVA::MethodCFMlpANN_Utils::idde

Definition at line 183 of file MethodCFMlpANN_Utils.h.

◆ ieps

Int_t TMVA::MethodCFMlpANN_Utils::ieps

Definition at line 189 of file MethodCFMlpANN_Utils.h.

◆ itest

Int_t TMVA::MethodCFMlpANN_Utils::itest

Definition at line 121 of file MethodCFMlpANN_Utils.h.

◆ layerm

Int_t TMVA::MethodCFMlpANN_Utils::layerm

Definition at line 120 of file MethodCFMlpANN_Utils.h.

◆ lclass

Int_t TMVA::MethodCFMlpANN_Utils::lclass

Definition at line 120 of file MethodCFMlpANN_Utils.h.

◆ mclass

Int_t TMVA::MethodCFMlpANN_Utils::mclass[max_Events_]

Definition at line 127 of file MethodCFMlpANN_Utils.h.

◆ nblearn

Int_t TMVA::MethodCFMlpANN_Utils::nblearn

Definition at line 120 of file MethodCFMlpANN_Utils.h.

◆ nclass

Int_t TMVA::MethodCFMlpANN_Utils::nclass[max_Events_]

Definition at line 127 of file MethodCFMlpANN_Utils.h.

◆ ndiv

Int_t TMVA::MethodCFMlpANN_Utils::ndiv

Definition at line 121 of file MethodCFMlpANN_Utils.h.

◆ ndivis

Int_t TMVA::MethodCFMlpANN_Utils::ndivis

Definition at line 121 of file MethodCFMlpANN_Utils.h.

◆ neuron

Int_t TMVA::MethodCFMlpANN_Utils::neuron[max_nLayers_]

Definition at line 173 of file MethodCFMlpANN_Utils.h.

◆ nevl

Int_t TMVA::MethodCFMlpANN_Utils::nevl

Definition at line 120 of file MethodCFMlpANN_Utils.h.

◆ nevt

Int_t TMVA::MethodCFMlpANN_Utils::nevt

Definition at line 121 of file MethodCFMlpANN_Utils.h.

◆ nunap

Int_t TMVA::MethodCFMlpANN_Utils::nunap

Definition at line 120 of file MethodCFMlpANN_Utils.h.

◆ nunilec

Int_t TMVA::MethodCFMlpANN_Utils::nunilec

Definition at line 120 of file MethodCFMlpANN_Utils.h.

◆ nunishort

Int_t TMVA::MethodCFMlpANN_Utils::nunishort

Definition at line 120 of file MethodCFMlpANN_Utils.h.

◆ nunisor

Int_t TMVA::MethodCFMlpANN_Utils::nunisor

Definition at line 120 of file MethodCFMlpANN_Utils.h.

◆ nvar

Int_t TMVA::MethodCFMlpANN_Utils::nvar

Definition at line 121 of file MethodCFMlpANN_Utils.h.

◆ o

Double_t TMVA::MethodCFMlpANN_Utils::o[max_nNodes_]

Definition at line 168 of file MethodCFMlpANN_Utils.h.

◆ temp

Double_t TMVA::MethodCFMlpANN_Utils::temp[max_nLayers_]

Definition at line 178 of file MethodCFMlpANN_Utils.h.

◆ tolcou

Double_t TMVA::MethodCFMlpANN_Utils::tolcou

Definition at line 188 of file MethodCFMlpANN_Utils.h.

◆ w

Double_t TMVA::MethodCFMlpANN_Utils::w[max_nLayers_ *max_nNodes_ *max_nNodes_]

Definition at line 169 of file MethodCFMlpANN_Utils.h.

◆ ww

Double_t TMVA::MethodCFMlpANN_Utils::ww[max_nLayers_ *max_nNodes_]

Definition at line 170 of file MethodCFMlpANN_Utils.h.

◆ x

Double_t TMVA::MethodCFMlpANN_Utils::x[max_nLayers_ *max_nNodes_]

Definition at line 166 of file MethodCFMlpANN_Utils.h.

◆ xmax

Double_t TMVA::MethodCFMlpANN_Utils::xmax[max_nVar_]

Definition at line 126 of file MethodCFMlpANN_Utils.h.

◆ xmin

Double_t TMVA::MethodCFMlpANN_Utils::xmin[max_nVar_]

Definition at line 126 of file MethodCFMlpANN_Utils.h.

◆ y

Double_t TMVA::MethodCFMlpANN_Utils::y[max_nLayers_ *max_nNodes_]

Definition at line 167 of file MethodCFMlpANN_Utils.h.

tmva/tmva/inc/TMVA/MethodCFMlpANN_Utils.h

tmva/tmva/src/MethodCFMlpANN_Utils.cxx

Classes

Public Member Functions

Protected Member Functions

Protected Attributes

Static Protected Attributes

Private Member Functions

Private Attributes

Constructor & Destructor Documentation

◆ MethodCFMlpANN_Utils()

◆ ~MethodCFMlpANN_Utils()

Member Function Documentation

◆ Arret()

◆ CollectVar()

◆ Cout()

◆ Cout2()

◆ DataInterface()

◆ En_arriere()

◆ En_avant()

◆ En_avant2()

◆ Entree_new()

◆ Fdecroi()

◆ Foncf()

◆ GraphNN()

◆ Inl()

◆ Innit()

◆ Lecev2()

◆ Leclearn()

◆ Out()

◆ Sen3a()

◆ SetLogger()

◆ TestNN()

◆ Train_nn()

◆ ULog()

◆ W_ref() [1/2]

◆ W_ref() [2/2]

◆ Wini()

◆ Ww_ref() [1/2]

◆ Ww_ref() [2/2]

Member Data Documentation

◆ ancout

◆ coef

◆ cut

◆ del

◆ delta

◆ deltaww

◆ delw

◆ delww

◆ demax

◆ demin

◆ eeps

◆ epsmax

◆ epsmin

◆ eta

◆ [struct]

◆ [struct]

◆ fg_0

◆ fg_100

◆ fg_999

◆ fg_max_nNodes_

◆ fg_max_nVar_

◆ fg_MethodName

◆ fLogger

◆ [struct]

◆ [struct]

◆ fVarn2_1

◆ fVarn3_1

◆ [struct]

◆ ichoi

◆ iclass

◆ idde

◆ ieps

◆ itest

◆ layerm

◆ lclass

◆ mclass

◆ nblearn

◆ nclass

◆ ndiv

◆ ndivis

◆ neuron