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TMVA::IMethod Class Referenceabstract
TMVA

Interface for all concrete MVA method implementations.

Definition at line 53 of file IMethod.h.

Public Member Functions

 IMethod ()
virtual ~IMethod ()
virtual const Ranking * CreateRanking ()=0
virtual void DeclareOptions ()=0
virtual Double_t GetMvaValue (Double_t *err=nullptr, Double_t *errUpper=nullptr)=0
virtual const char * GetName () const =0
virtual Bool_t HasAnalysisType (Types::EAnalysisType type, UInt_t numberClasses, UInt_t numberTargets)=0
virtual void Init ()=0
virtual TClass * IsA () const
virtual void MakeClass (const TString &classFileName=TString("")) const =0
virtual void PrintHelpMessage () const =0
virtual void ProcessOptions ()=0
virtual void ReadWeightsFromStream (std::istream &)=0
virtual void Streamer (TBuffer &)
void StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b)
virtual void Train (void)=0
virtual void WriteMonitoringHistosToFile (void) const =0

Static Public Member Functions

static TClass * Class ()
static const char * Class_Name ()
static constexpr Version_t Class_Version ()
static const char * DeclFileName ()

Protected Member Functions

virtual void GetHelpMessage () const =0
virtual void MakeClassSpecific (std::ostream &, const TString &) const =0

#include <TMVA/IMethod.h>

Inheritance diagram for TMVA::IMethod:
TMVA::MethodBase TMVA::MethodANNBase TMVA::MethodBDT TMVA::MethodBayesClassifier TMVA::MethodCFMlpANN TMVA::MethodCompositeBase TMVA::MethodCrossValidation TMVA::MethodCuts TMVA::MethodDL TMVA::MethodDNN TMVA::MethodDT TMVA::MethodFDA TMVA::MethodFisher TMVA::MethodHMatrix TMVA::MethodKNN TMVA::MethodLD TMVA::MethodLikelihood TMVA::MethodPDEFoam TMVA::MethodPDERS TMVA::MethodRuleFit TMVA::MethodSVM TMVA::MethodTMlpANN TMVA::PyMethodBase TMVA::RMethodBase

Constructor & Destructor Documentation

◆ IMethod()

TMVA::IMethod::IMethod ( )
inline

Definition at line 58 of file IMethod.h.

◆ ~IMethod()

virtual TMVA::IMethod::~IMethod ( )
inlinevirtual

Definition at line 61 of file IMethod.h.

Member Function Documentation

◆ Class()

TClass * TMVA::IMethod::Class ( )
static
Returns
TClass describing this class

◆ Class_Name()

const char * TMVA::IMethod::Class_Name ( )
static
Returns
Name of this class

◆ Class_Version()

constexpr Version_t TMVA::IMethod::Class_Version ( )
inlinestaticconstexpr
Returns
Version of this class

Definition at line 102 of file IMethod.h.

◆ CreateRanking()

virtual const Ranking * TMVA::IMethod::CreateRanking ( )
pure virtual

Implemented in TMVA::MethodANNBase, TMVA::MethodBase, TMVA::MethodBayesClassifier, TMVA::MethodBDT, TMVA::MethodBoost, TMVA::MethodC50, TMVA::MethodCategory, TMVA::MethodCFMlpANN, TMVA::MethodCompositeBase, TMVA::MethodCrossValidation, TMVA::MethodCuts, TMVA::MethodDL, TMVA::MethodDNN, TMVA::MethodDT, TMVA::MethodFDA, TMVA::MethodFisher, TMVA::MethodHMatrix, TMVA::MethodKNN, TMVA::MethodLD, TMVA::MethodLikelihood, TMVA::MethodPDEFoam, TMVA::MethodPDERS, TMVA::MethodPyAdaBoost, TMVA::MethodPyGTB, TMVA::MethodPyKeras, TMVA::MethodPyRandomForest, TMVA::MethodPyTorch, TMVA::MethodRSNNS, TMVA::MethodRSVM, TMVA::MethodRuleFit, TMVA::MethodRXGB, TMVA::MethodSVM, TMVA::MethodTMlpANN, and TMVA::PyMethodBase.

◆ DeclareOptions()

virtual void TMVA::IMethod::DeclareOptions ( )
pure virtual

Implemented in TMVA::MethodANNBase, TMVA::MethodBase, TMVA::MethodBayesClassifier, TMVA::MethodBDT, TMVA::MethodBoost, TMVA::MethodC50, TMVA::MethodCategory, TMVA::MethodCFMlpANN, TMVA::MethodCompositeBase, TMVA::MethodCrossValidation, TMVA::MethodCuts, TMVA::MethodDL, TMVA::MethodDNN, TMVA::MethodDT, TMVA::MethodFDA, TMVA::MethodFisher, TMVA::MethodHMatrix, TMVA::MethodKNN, TMVA::MethodLD, TMVA::MethodLikelihood, TMVA::MethodMLP, TMVA::MethodPDEFoam, TMVA::MethodPDERS, TMVA::MethodPyAdaBoost, TMVA::MethodPyGTB, TMVA::MethodPyKeras, TMVA::MethodPyRandomForest, TMVA::MethodPyTorch, TMVA::MethodRSNNS, TMVA::MethodRSVM, TMVA::MethodRuleFit, TMVA::MethodRXGB, TMVA::MethodSVM, TMVA::MethodTMlpANN, and TMVA::PyMethodBase.

◆ DeclFileName()

const char * TMVA::IMethod::DeclFileName ( )
inlinestatic
Returns
Name of the file containing the class declaration

Definition at line 102 of file IMethod.h.

◆ GetHelpMessage()

virtual void TMVA::IMethod::GetHelpMessage ( ) const
protectedpure virtual

Implemented in TMVA::MethodBayesClassifier, TMVA::MethodBDT, TMVA::MethodBoost, TMVA::MethodC50, TMVA::MethodCategory, TMVA::MethodCFMlpANN, TMVA::MethodCrossValidation, TMVA::MethodCuts, TMVA::MethodDL, TMVA::MethodDNN, TMVA::MethodDT, TMVA::MethodFDA, TMVA::MethodFisher, TMVA::MethodHMatrix, TMVA::MethodKNN, TMVA::MethodLD, TMVA::MethodLikelihood, TMVA::MethodMLP, TMVA::MethodPDEFoam, TMVA::MethodPDERS, TMVA::MethodPyAdaBoost, TMVA::MethodPyGTB, TMVA::MethodPyKeras, TMVA::MethodPyRandomForest, TMVA::MethodPyTorch, TMVA::MethodRSNNS, TMVA::MethodRSVM, TMVA::MethodRuleFit, TMVA::MethodRXGB, TMVA::MethodSVM, and TMVA::MethodTMlpANN.

◆ GetMvaValue()

virtual Double_t TMVA::IMethod::GetMvaValue ( Double_t * err = nullptr,
Double_t * errUpper = nullptr )
pure virtual

Implemented in TMVA::MethodANNBase, TMVA::MethodBase, TMVA::MethodBayesClassifier, TMVA::MethodBDT, TMVA::MethodBoost, TMVA::MethodC50, TMVA::MethodCategory, TMVA::MethodCFMlpANN, TMVA::MethodCompositeBase, TMVA::MethodCrossValidation, TMVA::MethodCuts, TMVA::MethodDL, TMVA::MethodDNN, TMVA::MethodDT, TMVA::MethodFDA, TMVA::MethodFisher, TMVA::MethodHMatrix, TMVA::MethodKNN, TMVA::MethodLD, TMVA::MethodLikelihood, TMVA::MethodMLP, TMVA::MethodPDEFoam, TMVA::MethodPDERS, TMVA::MethodPyAdaBoost, TMVA::MethodPyGTB, TMVA::MethodPyKeras, TMVA::MethodPyRandomForest, TMVA::MethodPyTorch, TMVA::MethodRSNNS, TMVA::MethodRSVM, TMVA::MethodRuleFit, TMVA::MethodRXGB, TMVA::MethodSVM, TMVA::MethodTMlpANN, and TMVA::PyMethodBase.

◆ GetName()

virtual const char * TMVA::IMethod::GetName ( ) const
pure virtual

Implemented in TMVA::MethodBase.

◆ HasAnalysisType()

virtual Bool_t TMVA::IMethod::HasAnalysisType ( Types::EAnalysisType type,
UInt_t numberClasses,
UInt_t numberTargets )
pure virtual

Implemented in TMVA::MethodBayesClassifier, TMVA::MethodBDT, TMVA::MethodBoost, TMVA::MethodC50, TMVA::MethodCategory, TMVA::MethodCFMlpANN, TMVA::MethodCrossValidation, TMVA::MethodCuts, TMVA::MethodDL, TMVA::MethodDNN, TMVA::MethodDT, TMVA::MethodFDA, TMVA::MethodFisher, TMVA::MethodHMatrix, TMVA::MethodKNN, TMVA::MethodLD, TMVA::MethodLikelihood, TMVA::MethodMLP, TMVA::MethodPDEFoam, TMVA::MethodPDERS, TMVA::MethodPyAdaBoost, TMVA::MethodPyGTB, TMVA::MethodPyKeras, TMVA::MethodPyRandomForest, TMVA::MethodPyTorch, TMVA::MethodRSNNS, TMVA::MethodRSVM, TMVA::MethodRuleFit, TMVA::MethodRXGB, TMVA::MethodSVM, TMVA::MethodTMlpANN, and TMVA::PyMethodBase.

◆ Init()

virtual void TMVA::IMethod::Init ( )
pure virtual

Implemented in TMVA::MethodBase, TMVA::MethodBayesClassifier, TMVA::MethodBDT, TMVA::MethodBoost, TMVA::MethodC50, TMVA::MethodCategory, TMVA::MethodCFMlpANN, TMVA::MethodCrossValidation, TMVA::MethodCuts, TMVA::MethodDL, TMVA::MethodDNN, TMVA::MethodDT, TMVA::MethodFDA, TMVA::MethodFisher, TMVA::MethodHMatrix, TMVA::MethodKNN, TMVA::MethodLD, TMVA::MethodLikelihood, TMVA::MethodMLP, TMVA::MethodPDEFoam, TMVA::MethodPDERS, TMVA::MethodPyAdaBoost, TMVA::MethodPyGTB, TMVA::MethodPyKeras, TMVA::MethodPyRandomForest, TMVA::MethodPyTorch, TMVA::MethodRSNNS, TMVA::MethodRSVM, TMVA::MethodRuleFit, TMVA::MethodRXGB, TMVA::MethodSVM, TMVA::MethodTMlpANN, and TMVA::PyMethodBase.

◆ IsA()

virtual TClass * TMVA::IMethod::IsA ( ) const
inlinevirtual
Returns
TClass describing current object

Reimplemented in TMVA::MethodANNBase, TMVA::MethodBase, TMVA::MethodBayesClassifier, TMVA::MethodBDT, TMVA::MethodBoost, TMVA::MethodC50, TMVA::MethodCategory, TMVA::MethodCFMlpANN, TMVA::MethodCompositeBase, TMVA::MethodCrossValidation, TMVA::MethodCuts, TMVA::MethodDL, TMVA::MethodDNN, TMVA::MethodDT, TMVA::MethodFDA, TMVA::MethodFisher, TMVA::MethodHMatrix, TMVA::MethodKNN, TMVA::MethodLD, TMVA::MethodLikelihood, TMVA::MethodMLP, TMVA::MethodPDEFoam, TMVA::MethodPDERS, TMVA::MethodPyAdaBoost, TMVA::MethodPyGTB, TMVA::MethodPyKeras, TMVA::MethodPyRandomForest, TMVA::MethodPyTorch, TMVA::MethodRSNNS, TMVA::MethodRSVM, TMVA::MethodRuleFit, TMVA::MethodRXGB, TMVA::MethodSVM, TMVA::MethodTMlpANN, TMVA::PyMethodBase, and TMVA::RMethodBase.

Definition at line 102 of file IMethod.h.

◆ MakeClass()

virtual void TMVA::IMethod::MakeClass ( const TString & classFileName = TString("")) const
pure virtual

Implemented in TMVA::MethodBase, TMVA::MethodC50, TMVA::MethodCategory, TMVA::MethodRXGB, and TMVA::MethodTMlpANN.

◆ MakeClassSpecific()

virtual void TMVA::IMethod::MakeClassSpecific ( std::ostream & ,
const TString &  ) const
protectedpure virtual

Implemented in TMVA::MethodANNBase, TMVA::MethodBase, TMVA::MethodBayesClassifier, TMVA::MethodBDT, TMVA::MethodCFMlpANN, TMVA::MethodCrossValidation, TMVA::MethodCuts, TMVA::MethodDNN, TMVA::MethodFDA, TMVA::MethodFisher, TMVA::MethodHMatrix, TMVA::MethodKNN, TMVA::MethodLD, TMVA::MethodLikelihood, TMVA::MethodMLP, TMVA::MethodPDEFoam, TMVA::MethodPDERS, TMVA::MethodRuleFit, TMVA::MethodSVM, and TMVA::MethodTMlpANN.

◆ PrintHelpMessage()

virtual void TMVA::IMethod::PrintHelpMessage ( ) const
pure virtual

Implemented in TMVA::MethodBase.

◆ ProcessOptions()

virtual void TMVA::IMethod::ProcessOptions ( )
pure virtual

Implemented in TMVA::MethodANNBase, TMVA::MethodBase, TMVA::MethodBayesClassifier, TMVA::MethodBDT, TMVA::MethodBoost, TMVA::MethodC50, TMVA::MethodCategory, TMVA::MethodCFMlpANN, TMVA::MethodCompositeBase, TMVA::MethodCrossValidation, TMVA::MethodCuts, TMVA::MethodDL, TMVA::MethodDNN, TMVA::MethodDT, TMVA::MethodFDA, TMVA::MethodFisher, TMVA::MethodHMatrix, TMVA::MethodKNN, TMVA::MethodLD, TMVA::MethodLikelihood, TMVA::MethodMLP, TMVA::MethodPDEFoam, TMVA::MethodPDERS, TMVA::MethodPyAdaBoost, TMVA::MethodPyGTB, TMVA::MethodPyKeras, TMVA::MethodPyRandomForest, TMVA::MethodPyTorch, TMVA::MethodRSNNS, TMVA::MethodRSVM, TMVA::MethodRuleFit, TMVA::MethodRXGB, TMVA::MethodSVM, TMVA::MethodTMlpANN, and TMVA::PyMethodBase.

◆ ReadWeightsFromStream()

virtual void TMVA::IMethod::ReadWeightsFromStream ( std::istream & )
pure virtual

Implemented in TMVA::MethodANNBase, TMVA::MethodBase, TMVA::MethodBayesClassifier, TMVA::MethodBDT, TMVA::MethodC50, TMVA::MethodCFMlpANN, TMVA::MethodCompositeBase, TMVA::MethodCrossValidation, TMVA::MethodCuts, TMVA::MethodDL, TMVA::MethodDNN, TMVA::MethodDT, TMVA::MethodFDA, TMVA::MethodFisher, TMVA::MethodHMatrix, TMVA::MethodKNN, TMVA::MethodLD, TMVA::MethodLikelihood, TMVA::MethodPDEFoam, TMVA::MethodPDERS, TMVA::MethodPyAdaBoost, TMVA::MethodPyGTB, TMVA::MethodPyKeras, TMVA::MethodPyRandomForest, TMVA::MethodPyTorch, TMVA::MethodRSNNS, TMVA::MethodRSVM, TMVA::MethodRuleFit, TMVA::MethodRXGB, TMVA::MethodSVM, TMVA::MethodTMlpANN, and TMVA::PyMethodBase.

◆ Streamer()

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

Reimplemented in TMVA::MethodANNBase, TMVA::MethodBase, TMVA::MethodBayesClassifier, TMVA::MethodBDT, TMVA::MethodBoost, TMVA::MethodC50, TMVA::MethodCategory, TMVA::MethodCFMlpANN, TMVA::MethodCompositeBase, TMVA::MethodCrossValidation, TMVA::MethodCuts, TMVA::MethodDL, TMVA::MethodDNN, TMVA::MethodDT, TMVA::MethodFDA, TMVA::MethodFisher, TMVA::MethodHMatrix, TMVA::MethodKNN, TMVA::MethodLD, TMVA::MethodLikelihood, TMVA::MethodMLP, TMVA::MethodPDEFoam, TMVA::MethodPDERS, TMVA::MethodPyAdaBoost, TMVA::MethodPyGTB, TMVA::MethodPyKeras, TMVA::MethodPyRandomForest, TMVA::MethodPyTorch, TMVA::MethodRSNNS, TMVA::MethodRSVM, TMVA::MethodRuleFit, TMVA::MethodRXGB, TMVA::MethodSVM, TMVA::MethodTMlpANN, TMVA::PyMethodBase, and TMVA::RMethodBase.

◆ StreamerNVirtual()

void TMVA::IMethod::StreamerNVirtual ( TBuffer & ClassDef_StreamerNVirtual_b)
inline

Definition at line 102 of file IMethod.h.

◆ Train()

virtual void TMVA::IMethod::Train ( void )
pure virtual

Implemented in TMVA::MethodANNBase, TMVA::MethodBase, TMVA::MethodBayesClassifier, TMVA::MethodBDT, TMVA::MethodBoost, TMVA::MethodC50, TMVA::MethodCategory, TMVA::MethodCFMlpANN, TMVA::MethodCompositeBase, TMVA::MethodCrossValidation, TMVA::MethodCuts, TMVA::MethodDL, TMVA::MethodDNN, TMVA::MethodDT, TMVA::MethodFDA, TMVA::MethodFisher, TMVA::MethodHMatrix, TMVA::MethodKNN, TMVA::MethodLD, TMVA::MethodLikelihood, TMVA::MethodMLP, TMVA::MethodPDEFoam, TMVA::MethodPDERS, TMVA::MethodPyAdaBoost, TMVA::MethodPyGTB, TMVA::MethodPyKeras, TMVA::MethodPyRandomForest, TMVA::MethodPyTorch, TMVA::MethodRSNNS, TMVA::MethodRSVM, TMVA::MethodRuleFit, TMVA::MethodRXGB, TMVA::MethodSVM, TMVA::MethodTMlpANN, and TMVA::PyMethodBase.

◆ WriteMonitoringHistosToFile()

virtual void TMVA::IMethod::WriteMonitoringHistosToFile ( void ) const
pure virtual

Implemented in TMVA::MethodANNBase, TMVA::MethodBase, TMVA::MethodBDT, TMVA::MethodBoost, TMVA::MethodCrossValidation, TMVA::MethodCuts, TMVA::MethodLikelihood, and TMVA::MethodRuleFit.

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