TMVA::MethodCFMlpANN

TMVA::MethodCFMlpANN Class Reference

#include <MethodCFMlpANN.h>

Inheritance diagram for TMVA::MethodCFMlpANN:

TMVA::MethodBase TMVA::MethodCFMlpANN_Utils TMVA::MethodBase TMVA::MethodCFMlpANN_Utils TMVA::Configurable TMVA::IMethod TMVA::Configurable TMVA::IMethod TMVA::Configurable TMVA::IMethod TMVA::Configurable TMVA::IMethod List of all members.

Public Member Functions

 MethodCFMlpANN (const TString &jobName, const TString &methodTitle, DataSetInfo &theData, const TString &theOption="3000:N-1:N-2", TDirectory *theTargetDir=0)
 MethodCFMlpANN (DataSetInfo &theData, const TString &theWeightFile, TDirectory *theTargetDir=NULL)
virtual ~MethodCFMlpANN (void)
virtual Bool_t HasAnalysisType (Types::EAnalysisType type, UInt_t numberClasses, UInt_t)
void Train (void)
void AddWeightsXMLTo (void *parent) const
void ReadWeightsFromStream (istream &istr)
void ReadWeightsFromXML (void *wghtnode)
Double_t GetMvaValue (Double_t *err=0, Double_t *errUpper=0)
Double_t GetData (Int_t isel, Int_t ivar) const
Int_t GetClass (Int_t ivar) const
const Ranking * CreateRanking ()
 MethodCFMlpANN (const TString &jobName, const TString &methodTitle, DataSetInfo &theData, const TString &theOption="3000:N-1:N-2", TDirectory *theTargetDir=0)
 MethodCFMlpANN (DataSetInfo &theData, const TString &theWeightFile, TDirectory *theTargetDir=NULL)
virtual ~MethodCFMlpANN (void)
virtual Bool_t HasAnalysisType (Types::EAnalysisType type, UInt_t numberClasses, UInt_t)
void Train (void)
void AddWeightsXMLTo (void *parent) const
void ReadWeightsFromStream (istream &istr)
void ReadWeightsFromXML (void *wghtnode)
Double_t GetMvaValue (Double_t *err=0, Double_t *errUpper=0)
Double_t GetData (Int_t isel, Int_t ivar) const
Int_t GetClass (Int_t ivar) const
const Ranking * CreateRanking ()

Static Public Member Functions

static MethodCFMlpANN * This (void)
static MethodCFMlpANN * This (void)

Protected Member Functions

void MakeClassSpecific (std::ostream &, const TString &) const
void MakeClassSpecificHeader (std::ostream &, const TString &="") const
void GetHelpMessage () const
Int_t DataInterface (Double_t *, Double_t *, Int_t *, Int_t *, Int_t *, Int_t *, Double_t *, Int_t *, Int_t *)
void MakeClassSpecific (std::ostream &, const TString &) const
void MakeClassSpecificHeader (std::ostream &, const TString &="") const
void GetHelpMessage () const
Int_t DataInterface (Double_t *, Double_t *, Int_t *, Int_t *, Int_t *, Int_t *, Double_t *, Int_t *, Int_t *)

Private Member Functions

void PrintWeights (std::ostream &o) const
void DeclareOptions ()
void ProcessOptions ()
Double_t EvalANN (std::vector< Double_t > &, Bool_t &isOK)
void NN_ava (Double_t *)
Double_t NN_fonc (Int_t, Double_t) const
void Init (void)
void PrintWeights (std::ostream &o) const
void DeclareOptions ()
void ProcessOptions ()
Double_t EvalANN (std::vector< Double_t > &, Bool_t &isOK)
void NN_ava (Double_t *)
Double_t NN_fonc (Int_t, Double_t) const
void Init (void)

Private Attributes

TMatrixF * fData
std::vector< Int_t > * fClass
Int_t fNlayers
Int_t fNcycles
Int_t * fNodes
Double_t ** fYNN
TString fLayerSpec
TMatrixF * fData
std::vector< Int_t > * fClass
Int_t * fNodes
Double_t ** fYNN

Static Private Attributes

static MethodCFMlpANN * fgThis
static MethodCFMlpANN * fgThis

Detailed Description

Definition at line 102 of file MethodCFMlpANN.h.

Constructor & Destructor Documentation

TMVA::MethodCFMlpANN::MethodCFMlpANN ( const TString &  jobName,
const TString &  methodTitle,
DataSetInfo &  theData,
const TString &  theOption = "3000:N-1:N-2",
TDirectory *  theTargetDir = 0 
)

Definition at line 92 of file MethodCFMlpANN.cxx.

References TMVA::Configurable::Log(), and TMVA::MethodCFMlpANN_Utils::SetLogger().

TMVA::MethodCFMlpANN::MethodCFMlpANN ( DataSetInfo &  theData,
const TString &  theWeightFile,
TDirectory *  theTargetDir = NULL 
)

Definition at line 138 of file MethodCFMlpANN.cxx.

TMVA::MethodCFMlpANN::~MethodCFMlpANN ( void   )  [virtual]

Definition at line 258 of file MethodCFMlpANN.cxx.

References fClass, fData, fNlayers, fNodes, fYNN, and i.

TMVA::MethodCFMlpANN::MethodCFMlpANN ( const TString &  jobName,
const TString &  methodTitle,
DataSetInfo &  theData,
const TString &  theOption = "3000:N-1:N-2",
TDirectory *  theTargetDir = 0 
)

TMVA::MethodCFMlpANN::MethodCFMlpANN ( DataSetInfo &  theData,
const TString &  theWeightFile,
TDirectory *  theTargetDir = NULL 
)

virtual TMVA::MethodCFMlpANN::~MethodCFMlpANN ( void   )  [virtual]

Member Function Documentation

Bool_t TMVA::MethodCFMlpANN::HasAnalysisType ( Types::EAnalysisType  type,
UInt_t  numberClasses,
UInt_t   
) [virtual]

Implements TMVA::IMethod.

Definition at line 153 of file MethodCFMlpANN.cxx.

References TMVA::Types::kClassification, kFALSE, and kTRUE.

void TMVA::MethodCFMlpANN::Train ( void   )  [virtual]

Implements TMVA::MethodBase.

Definition at line 273 of file MethodCFMlpANN.cxx.

References TMVA::MethodBase::Data(), Endl, fNcycles, fNlayers, fNodes, fYNN, TMVA::MethodBase::GetNvar(), i, TMVA::kWARNING, TMVA::Configurable::Log(), ntest, TMVA::MethodCFMlpANN_Utils::nvar, and TMVA::MethodCFMlpANN_Utils::Train_nn().

void TMVA::MethodCFMlpANN::AddWeightsXMLTo ( void *  parent  )  const [virtual]

Implements TMVA::MethodBase.

Definition at line 521 of file MethodCFMlpANN.cxx.

References TMVA::Tools::AddAttr(), TMVA::Tools::AddChild(), TMVA::Tools::AddRawLine(), TMVA::MethodCFMlpANN_Utils::fDel_1, TMVA::MethodCFMlpANN_Utils::fNeur_1, TMVA::MethodCFMlpANN_Utils::fParam_1, TMVA::MethodCFMlpANN_Utils::fVarn_1, TMVA::gTools(), i, n, TMVA::MethodCFMlpANN_Utils::neuron, NULL, s, TMVA::MethodCFMlpANN_Utils::temp, TMVA::MethodCFMlpANN_Utils::W_ref(), and TMVA::MethodCFMlpANN_Utils::Ww_ref().

void TMVA::MethodCFMlpANN::ReadWeightsFromStream ( istream &  istr  ) 

Definition at line 397 of file MethodCFMlpANN.cxx.

References Endl, TMVA::MethodCFMlpANN_Utils::fDel_1, TMVA::MethodCFMlpANN_Utils::fNeur_1, fNlayers, for(), TMVA::MethodCFMlpANN_Utils::fParam_1, TMVA::MethodCFMlpANN_Utils::fVarn_1, fYNN, TMVA::MethodBase::GetNvar(), i, if(), j, k, TMVA::kFATAL, TMVA::MethodCFMlpANN_Utils::lclass, TMVA::Configurable::Log(), TMVA::MethodCFMlpANN_Utils::W_ref(), and TMVA::MethodCFMlpANN_Utils::Ww_ref().

void TMVA::MethodCFMlpANN::ReadWeightsFromXML ( void *  wghtnode  )  [virtual]

Implements TMVA::MethodBase.

Definition at line 565 of file MethodCFMlpANN.cxx.

References TMVA::MethodCFMlpANN_Utils::fDel_1, TMVA::MethodCFMlpANN_Utils::fNeur_1, fNlayers, TMVA::MethodCFMlpANN_Utils::fParam_1, TMVA::MethodCFMlpANN_Utils::fVarn_1, fYNN, TMVA::Tools::GetChild(), TMVA::Tools::GetContent(), TMVA::Tools::GetNextChild(), TMVA::MethodBase::GetNvar(), TMVA::gTools(), i, if(), TMVA::MethodCFMlpANN_Utils::neuron, NULL, TMVA::Tools::ReadAttr(), t, TMVA::MethodCFMlpANN_Utils::temp, TMVA::MethodCFMlpANN_Utils::W_ref(), and TMVA::MethodCFMlpANN_Utils::Ww_ref().

Double_t TMVA::MethodCFMlpANN::GetMvaValue ( Double_t *  err = 0,
Double_t *  errUpper = 0 
) [virtual]

Implements TMVA::MethodBase.

Definition at line 307 of file MethodCFMlpANN.cxx.

References Endl, EvalANN(), TMVA::MethodBase::GetEvent(), TMVA::MethodBase::GetNvar(), TMVA::Event::GetValue(), TMVA::kFATAL, kTRUE, TMVA::Configurable::Log(), and TMVA::MethodBase::NoErrorCalc().

Double_t TMVA::MethodCFMlpANN::GetData ( Int_t  isel,
Int_t  ivar 
) const [inline]

Definition at line 135 of file MethodCFMlpANN.h.

References fData.

Referenced by DataInterface().

Int_t TMVA::MethodCFMlpANN::GetClass ( Int_t  ivar  )  const [inline]

Definition at line 136 of file MethodCFMlpANN.h.

References fClass.

Referenced by DataInterface().

TMVA::MethodCFMlpANN * TMVA::MethodCFMlpANN::This ( void   )  [static]

Definition at line 674 of file MethodCFMlpANN.cxx.

References fgThis.

Referenced by DataInterface(), G__G__TMVA1_673_0_11(), and G__setup_memfuncTMVAcLcLMethodCFMlpANN().

const Ranking* TMVA::MethodCFMlpANN::CreateRanking (  )  [inline, virtual]

Implements TMVA::MethodBase.

Definition at line 142 of file MethodCFMlpANN.h.

void TMVA::MethodCFMlpANN::MakeClassSpecific ( std::ostream &  ,
const TString &   
) const [protected, virtual]

Reimplemented from TMVA::MethodBase.

Definition at line 679 of file MethodCFMlpANN.cxx.

void TMVA::MethodCFMlpANN::MakeClassSpecificHeader ( std::ostream &  ,
const TString &  = "" 
) const [protected, virtual]

Reimplemented from TMVA::MethodBase.

Definition at line 687 of file MethodCFMlpANN.cxx.

void TMVA::MethodCFMlpANN::GetHelpMessage (  )  const [protected, virtual]

Implements TMVA::IMethod.

Definition at line 693 of file MethodCFMlpANN.cxx.

References TMVA::Tools::Color(), Endl, TMVA::gTools(), and TMVA::Configurable::Log().

Int_t TMVA::MethodCFMlpANN::DataInterface ( Double_t *  ,
Double_t *  ,
Int_t *  ,
Int_t *  ,
Int_t *  ,
Int_t *  ,
Double_t *  ,
Int_t *  ,
Int_t *   
) [protected, virtual]

Implements TMVA::MethodCFMlpANN_Utils.

Definition at line 488 of file MethodCFMlpANN.cxx.

References Endl, GetClass(), GetData(), TMVA::MethodBase::GetNvar(), int, TMVA::kFATAL, TMVA::Configurable::Log(), and This().

void TMVA::MethodCFMlpANN::PrintWeights ( std::ostream &  o  )  const [private]

Definition at line 613 of file MethodCFMlpANN.cxx.

References TMVA::MethodCFMlpANN_Utils::fDel_1, TMVA::MethodCFMlpANN_Utils::fNeur_1, for(), TMVA::MethodCFMlpANN_Utils::fParam_1, TMVA::MethodCFMlpANN_Utils::fVarn_1, i, j, k, TMVA::MethodCFMlpANN_Utils::W_ref(), and TMVA::MethodCFMlpANN_Utils::Ww_ref().

void TMVA::MethodCFMlpANN::DeclareOptions (  )  [private, virtual]

Implements TMVA::MethodBase.

Definition at line 161 of file MethodCFMlpANN.cxx.

References TMVA::Configurable::DeclareOptionRef(), fLayerSpec, and fNcycles.

void TMVA::MethodCFMlpANN::ProcessOptions (  )  [private, virtual]

Implements TMVA::MethodBase.

Definition at line 172 of file MethodCFMlpANN.cxx.

References TMVA::MethodBase::Data(), TMVA::MethodBase::DataInfo(), Endl, fClass, fData, TString::First(), fLayerSpec, fNcycles, fNlayers, fNodes, TMVA::MethodBase::GetEvent(), TMVA::MethodBase::GetMethodTypeName(), TMVA::DataSet::GetNTrainingEvents(), TMVA::MethodBase::GetNvar(), i, TMVA::MethodBase::IgnoreEventsWithNegWeightsInTraining(), TMVA::DataSetInfo::IsSignal(), TMVA::kFATAL, TMVA::kINFO, TString::Length(), and TMVA::Configurable::Log().

Double_t TMVA::MethodCFMlpANN::EvalANN ( std::vector< Double_t > &  ,
Bool_t &  isOK 
) [private]

Referenced by GetMvaValue().

void TMVA::MethodCFMlpANN::NN_ava ( Double_t *   )  [private]

Definition at line 362 of file MethodCFMlpANN.cxx.

References TMVA::MethodCFMlpANN_Utils::fNeur_1, for(), TMVA::MethodCFMlpANN_Utils::fParam_1, fYNN, j, k, NN_fonc(), TMVA::MethodCFMlpANN_Utils::W_ref(), TMVA::MethodCFMlpANN_Utils::Ww_ref(), and TMVA::MethodCFMlpANN_Utils::x.

Double_t TMVA::MethodCFMlpANN::NN_fonc ( Int_t  ,
Double_t   
) const [private]

Definition at line 381 of file MethodCFMlpANN.cxx.

References TMath::Exp(), and TMVA::MethodCFMlpANN_Utils::fDel_1.

Referenced by NN_ava().

void TMVA::MethodCFMlpANN::Init ( void   )  [private, virtual]

Implements TMVA::MethodBase.

Definition at line 243 of file MethodCFMlpANN.cxx.

References fgThis, kTRUE, and TMVA::MethodBase::SetNormalised().

virtual Bool_t TMVA::MethodCFMlpANN::HasAnalysisType ( Types::EAnalysisType  type,
UInt_t  numberClasses,
UInt_t   
) [virtual]

Implements TMVA::IMethod.

void TMVA::MethodCFMlpANN::Train ( void   )  [virtual]

Implements TMVA::MethodBase.

void TMVA::MethodCFMlpANN::AddWeightsXMLTo ( void *  parent  )  const [virtual]

Implements TMVA::MethodBase.

void TMVA::MethodCFMlpANN::ReadWeightsFromStream ( istream &  istr  ) 

void TMVA::MethodCFMlpANN::ReadWeightsFromXML ( void *  wghtnode  )  [virtual]

Implements TMVA::MethodBase.

Double_t TMVA::MethodCFMlpANN::GetMvaValue ( Double_t *  err = 0,
Double_t *  errUpper = 0 
) [virtual]

Implements TMVA::MethodBase.

Double_t TMVA::MethodCFMlpANN::GetData ( Int_t  isel,
Int_t  ivar 
) const [inline]

Definition at line 135 of file MethodCFMlpANN.h.

References fData.

Int_t TMVA::MethodCFMlpANN::GetClass ( Int_t  ivar  )  const [inline]

Definition at line 136 of file MethodCFMlpANN.h.

References fClass.

static MethodCFMlpANN* TMVA::MethodCFMlpANN::This ( void   )  [static]

const Ranking* TMVA::MethodCFMlpANN::CreateRanking (  )  [inline, virtual]

Implements TMVA::MethodBase.

Definition at line 142 of file MethodCFMlpANN.h.

void TMVA::MethodCFMlpANN::MakeClassSpecific ( std::ostream &  ,
const TString &   
) const [protected, virtual]

Reimplemented from TMVA::MethodBase.

void TMVA::MethodCFMlpANN::MakeClassSpecificHeader ( std::ostream &  ,
const TString &  = "" 
) const [protected, virtual]

Reimplemented from TMVA::MethodBase.

void TMVA::MethodCFMlpANN::GetHelpMessage (  )  const [protected, virtual]

Implements TMVA::IMethod.

Int_t TMVA::MethodCFMlpANN::DataInterface ( Double_t *  ,
Double_t *  ,
Int_t *  ,
Int_t *  ,
Int_t *  ,
Int_t *  ,
Double_t *  ,
Int_t *  ,
Int_t *   
) [protected, virtual]

Implements TMVA::MethodCFMlpANN_Utils.

void TMVA::MethodCFMlpANN::PrintWeights ( std::ostream &  o  )  const [private]

void TMVA::MethodCFMlpANN::DeclareOptions (  )  [private, virtual]

Implements TMVA::MethodBase.

void TMVA::MethodCFMlpANN::ProcessOptions (  )  [private, virtual]

Implements TMVA::MethodBase.

Double_t TMVA::MethodCFMlpANN::EvalANN ( std::vector< Double_t > &  ,
Bool_t &  isOK 
) [private]

void TMVA::MethodCFMlpANN::NN_ava ( Double_t *   )  [private]

Double_t TMVA::MethodCFMlpANN::NN_fonc ( Int_t  ,
Double_t   
) const [private]

void TMVA::MethodCFMlpANN::Init ( void   )  [private, virtual]

Implements TMVA::MethodBase.

Member Data Documentation

TMVA::MethodCFMlpANN * TMVA::MethodCFMlpANN::fgThis [static, private]

Definition at line 166 of file MethodCFMlpANN.h.

Referenced by Init(), and This().

TMatrixF* TMVA::MethodCFMlpANN::fData [private]

Definition at line 169 of file MethodCFMlpANN.h.

Referenced by GetData(), ProcessOptions(), and ~MethodCFMlpANN().

std::vector<Int_t>* TMVA::MethodCFMlpANN::fClass [private]

Definition at line 170 of file MethodCFMlpANN.h.

Referenced by GetClass(), ProcessOptions(), and ~MethodCFMlpANN().

Int_t TMVA::MethodCFMlpANN::fNlayers [private]

Definition at line 172 of file MethodCFMlpANN.h.

Referenced by ProcessOptions(), ReadWeightsFromStream(), ReadWeightsFromXML(), Train(), and ~MethodCFMlpANN().

Int_t TMVA::MethodCFMlpANN::fNcycles [private]

Definition at line 173 of file MethodCFMlpANN.h.

Referenced by DeclareOptions(), ProcessOptions(), and Train().

Int_t* TMVA::MethodCFMlpANN::fNodes [private]

Definition at line 174 of file MethodCFMlpANN.h.

Referenced by ProcessOptions(), Train(), and ~MethodCFMlpANN().

Double_t** TMVA::MethodCFMlpANN::fYNN [private]

Definition at line 177 of file MethodCFMlpANN.h.

Referenced by NN_ava(), ReadWeightsFromStream(), ReadWeightsFromXML(), Train(), and ~MethodCFMlpANN().

TString TMVA::MethodCFMlpANN::fLayerSpec [private]

Definition at line 178 of file MethodCFMlpANN.h.

Referenced by DeclareOptions(), and ProcessOptions().

MethodCFMlpANN* TMVA::MethodCFMlpANN::fgThis [static, private]

Definition at line 166 of file MethodCFMlpANN.h.

TMatrixF* TMVA::MethodCFMlpANN::fData [private]

Definition at line 169 of file MethodCFMlpANN.h.

std::vector<Int_t>* TMVA::MethodCFMlpANN::fClass [private]

Definition at line 170 of file MethodCFMlpANN.h.

Int_t* TMVA::MethodCFMlpANN::fNodes [private]

Definition at line 174 of file MethodCFMlpANN.h.

Double_t** TMVA::MethodCFMlpANN::fYNN [private]

Definition at line 177 of file MethodCFMlpANN.h.

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