TMVA Namespace Reference


Classes

class  BDTEventWrapper
class  BinarySearchTree
class  BinarySearchTreeNode
class  BinaryTree
class  CCPruner
class  CCTreeWrapper
class  ClassifierFactory
class  ClassInfo
class  Config
class  Configurable
class  ConvergenceTest
class  CostComplexityPruneTool
class  CrossEntropy
class  TreeInfo
class  DataInputHandler
class  DataSet
class  RandomGenerator
struct  DeleteFunctor_t
class  Increment
class  null_t
class  compose_binary_t
class  compose_unary_t
class  DataSetFactory
class  DataSetInfo
class  DataSetManager
class  DecisionTree
class  DTNodeTrainingInfo
class  DecisionTreeNode
class  Event
class  ExpectedErrorPruneTool
class  Factory
class  FitterBase
class  GeneticAlgorithm
class  GeneticFitter
class  GeneticGenes
class  GeneticPopulation
class  GeneticRange
class  GiniIndex
class  GiniIndexWithLaplace
class  IFitterTarget
class  IMethod
class  Interval
class  PruningInfo
class  IPruneTool
class  KDEKernel
class  LDA
class  MCFitter
class  MethodANNBase
class  MethodBase
class  MethodBayesClassifier
class  MethodBDT
class  MethodBoost
class  MethodCategory
class  MethodCFMlpANN
class  MethodCFMlpANN_Utils
class  MethodCommittee
class  MethodCompositeBase
class  MethodCuts
class  MethodDT
class  MethodFDA
class  MethodFisher
class  MethodHMatrix
class  MethodKNN
class  MethodLD
class  MethodLikelihood
class  MethodMLP
class  MethodPDEFoam
class  MethodPDERS
class  MethodRuleFit
class  MethodSVM
class  MethodTMlpANN
class  MinuitFitter
class  MinuitWrapper
class  MisClassificationError
class  MsgLogger
class  Node
class  OptimizeConfigParameters
class  OptionBase
class  Option
class  Option< T * >
class  PDEFoam
class  PDEFoamCell
class  PDEFoamDistr
class  PDEFoamVect
class  PDF
class  Ranking
class  Rank
class  Reader
class  RegressionVariance
class  Results
class  ResultsClassification
class  ResultsMulticlass
class  ResultsRegression
class  RootFinder
class  Rule
class  RuleCut
class  RuleEnsemble
class  RuleFit
class  RuleFitAPI
class  RuleFitParams
class  AbsValue
class  SdivSqrtSplusB
class  SeparationBase
class  SimulatedAnnealing
class  SimulatedAnnealingFitter
class  SVEvent
class  SVKernelFunction
class  SVKernelMatrix
class  SVWorkingSet
class  TActivation
class  TActivationChooser
class  TActivationIdentity
class  TActivationRadial
class  TActivationSigmoid
class  TActivationTanh
class  Timer
class  TNeuron
class  TNeuronInput
class  TNeuronInputAbs
class  TNeuronInputChooser
class  TNeuronInputSqSum
class  TNeuronInputSum
class  Tools
class  TransformationHandler
class  TSpline1
class  TSpline2
class  TSynapse
class  Types
class  VariableDecorrTransform
class  TMVAGaussPair
class  VariableGaussTransform
class  VariableIdentityTransform
class  VariableInfo
class  VariableNormalizeTransform
class  VariablePCATransform
class  VariableTransformBase
class  Volume
class  MyFitness
class  MyGA2nd

Namespaces

namespace  kNN
namespace  ROOT

Typedefs

typedef std::vector< Event * > EventVector
typedef std::vector< EventVectorEventVectorOfClasses
typedef std::map< Types::ETreeType,
EventVectorOfClasses
EventVectorOfClassesOfTreeType
typedef std::map< Types::ETreeType,
EventVector
EventVectorOfTreeType
typedef std::vector< Double_tValuePerClass
typedef std::map< Types::ETreeType,
ValuePerClass
ValuePerClassOfTreeType
typedef std::vector< Int_tNumberPerClass
typedef std::map< Types::ETreeType,
NumberPerClass
NumberPerClassOfTreeType
typedef UInt_t TMVAVersion_t
typedef std::vector< Event * > EventVector
typedef std::vector< EventVectorEventVectorOfClasses
typedef std::map< Types::ETreeType,
EventVectorOfClasses
EventVectorOfClassesOfTreeType
typedef std::map< Types::ETreeType,
EventVector
EventVectorOfTreeType
typedef std::vector< Double_tValuePerClass
typedef std::map< Types::ETreeType,
ValuePerClass
ValuePerClassOfTreeType
typedef std::vector< Int_tNumberPerClass
typedef std::map< Types::ETreeType,
NumberPerClass
NumberPerClassOfTreeType
typedef UInt_t TMVAVersion_t

Enumerations

enum  EFoamType
enum  EKernel
enum  ETargetSelection
enum  ECellType
enum  ECellValue
enum  EDTSeparation
enum  TDensityCalc
enum  EMsgType
enum  EFoamType
enum  EKernel
enum  ETargetSelection
enum  ECellType
enum  ECellValue
enum  EDTSeparation
enum  TDensityCalc
enum  EMsgType

Functions

ostream & operator<< (ostream &os, const BinaryTree &tree)
istream & operator>> (istream &istr, BinaryTree &tree)
ConfiggConfig ()
template<class T>
DeleteFunctor_t< TDeleteFunctor ()
template<typename F>
null_t< F > null ()
template<typename F, typename G, typename H>
compose_binary_t< F, G, H > compose_binary (const F &_f, const G &_g, const H &_h)
template<typename F, typename G>
compose_unary_t< F, G > compose_unary (const F &_f, const G &_g)
std::ostream & operator<< (std::ostream &os, const Event &event)
Bool_t operator< (const GeneticGenes &, const GeneticGenes &)
std::ostream & operator<< (std::ostream &os, const Node &node)
std::ostream & operator<< (std::ostream &os, const Node *node)
std::ostream & operator<< (std::ostream &os, const PDEFoam &pdefoam)
std::istream & operator>> (std::istream &istr, PDEFoam &pdefoam)
ostream & operator<< (ostream &os, const PDF &tree)
istream & operator>> (istream &istr, PDF &tree)
ostream & operator<< (ostream &os, const Rule &rule)
ostream & operator<< (ostream &os, const RuleEnsemble &event)
ToolsgTools ()
ostream & operator<< (ostream &os, const TMVA::BinaryTree &tree)
istream & operator>> (istream &istr, TMVA::BinaryTree &tree)
ClassImp(TMVA::Config) TMVA
TMVA::Config
gConfig ()
Int_t LargestCommonDivider (Int_t a, Int_t b)
ostream & operator<< (ostream &os, const TMVA::Event &event)
Bool_t operator< (const TMVA::GeneticGenes &first, const TMVA::GeneticGenes &second)
ostream & operator<< (ostream &os, const TMVA::Node &node)
ostream & operator<< (ostream &os, const TMVA::Node *node)
ostream & operator<< (ostream &os, const TMVA::PDEFoam &pdefoam)
istream & operator>> (istream &istr, TMVA::PDEFoam &pdefoam)
ostream & operator<< (ostream &os, const PDF &pdf)
istream & operator>> (istream &istr, PDF &pdf)
ostream & operator<< (ostream &os, const Rule &rule)
ostream & operator<< (ostream &os, const RuleEnsemble &rules)
TMVA::ToolsgTools ()
void exampleGA2nd ()
void exampleGA ()
void Training ()
void ApplicationCreateCombinedTree ()
void MaximizeSignificance ()

Variables

const int max_Events_ = 200000
const int max_nLayers_ = 6
const int max_nNodes_ = 200
const int max_nVar_ = 200
const int max_Events_ = 200000
const int max_nLayers_ = 6
const int max_nNodes_ = 200
const int max_nVar_ = 200
const Bool_t GeneticAlgorithm__DEBUG__ = kFALSE
const Bool_t MethodPDERS_UseFindRoot = kFALSE


Detailed Description

Abstract ClassifierFactory template that handles arbitrary types

This template creates ClassifierFactory stores creator functors to template parameter class. ClassifierFactory is a singelton class which is explicitly deleted.

Source: Andrei Alexandrescu, Modern C++ Design


Typedef Documentation

typedef std::vector< Event* > TMVA::EventVector

Definition at line 81 of file DataSetFactory.h.

typedef std::vector< Event* > TMVA::EventVector

Definition at line 81 of file DataSetFactory.h.

typedef std::vector< EventVector > TMVA::EventVectorOfClasses

Definition at line 84 of file DataSetFactory.h.

typedef std::vector< EventVector > TMVA::EventVectorOfClasses

Definition at line 84 of file DataSetFactory.h.

typedef std::map<Types::ETreeType, EventVectorOfClasses > TMVA::EventVectorOfClassesOfTreeType

Definition at line 85 of file DataSetFactory.h.

typedef std::map<Types::ETreeType, EventVectorOfClasses > TMVA::EventVectorOfClassesOfTreeType

Definition at line 85 of file DataSetFactory.h.

typedef std::map<Types::ETreeType, EventVector > TMVA::EventVectorOfTreeType

Definition at line 86 of file DataSetFactory.h.

typedef std::map<Types::ETreeType, EventVector > TMVA::EventVectorOfTreeType

Definition at line 86 of file DataSetFactory.h.

typedef std::vector< Int_t > TMVA::NumberPerClass

Definition at line 91 of file DataSetFactory.h.

typedef std::vector< Int_t > TMVA::NumberPerClass

Definition at line 91 of file DataSetFactory.h.

typedef std::map<Types::ETreeType, NumberPerClass > TMVA::NumberPerClassOfTreeType

Definition at line 92 of file DataSetFactory.h.

typedef std::map<Types::ETreeType, NumberPerClass > TMVA::NumberPerClassOfTreeType

Definition at line 92 of file DataSetFactory.h.

typedef UInt_t TMVA::TMVAVersion_t

Definition at line 52 of file Types.h.

typedef UInt_t TMVA::TMVAVersion_t

Definition at line 52 of file Types.h.

typedef std::vector< Double_t > TMVA::ValuePerClass

Definition at line 88 of file DataSetFactory.h.

typedef std::vector< Double_t > TMVA::ValuePerClass

Definition at line 88 of file DataSetFactory.h.

typedef std::map<Types::ETreeType, ValuePerClass > TMVA::ValuePerClassOfTreeType

Definition at line 89 of file DataSetFactory.h.

typedef std::map<Types::ETreeType, ValuePerClass > TMVA::ValuePerClassOfTreeType

Definition at line 89 of file DataSetFactory.h.


Enumeration Type Documentation

enum TMVA::ECellType

Definition at line 82 of file PDEFoam.h.

enum TMVA::ECellType

Definition at line 82 of file PDEFoam.h.

enum TMVA::ECellValue

Definition at line 95 of file PDEFoam.h.

enum TMVA::ECellValue

Definition at line 95 of file PDEFoam.h.

enum TMVA::EDTSeparation

Definition at line 98 of file PDEFoam.h.

enum TMVA::EDTSeparation

Definition at line 98 of file PDEFoam.h.

enum TMVA::EFoamType

Definition at line 66 of file PDEFoam.h.

enum TMVA::EFoamType

Definition at line 66 of file PDEFoam.h.

enum TMVA::EKernel

Definition at line 80 of file PDEFoam.h.

enum TMVA::EKernel

Definition at line 80 of file PDEFoam.h.

enum TMVA::EMsgType

Definition at line 58 of file Types.h.

enum TMVA::EMsgType

Definition at line 58 of file Types.h.

enum TMVA::ETargetSelection

Definition at line 81 of file PDEFoam.h.

enum TMVA::ETargetSelection

Definition at line 81 of file PDEFoam.h.

enum TMVA::TDensityCalc

Definition at line 64 of file PDEFoamDistr.h.

enum TMVA::TDensityCalc

Definition at line 64 of file PDEFoamDistr.h.


Function Documentation

void TMVA::ApplicationCreateCombinedTree (  ) 

Definition at line 171 of file TMVAMultipleBackgroundExample.cxx.

References TMVA::Reader::AddVariable(), TMVA::Reader::BookMVA(), TTree::Branch(), TFile::Close(), TString::Data(), TMVA::Reader::EvaluateMVA(), TTree::Fill(), TTree::GetEntries(), TTree::GetEntry(), Long64_t, method, NULL, TFile::Open(), TStopwatch::Print(), TTree::SetBranchAddress(), TStopwatch::Start(), TStopwatch::Stop(), and TFile::Write().

Referenced by main().

template<typename F, typename G, typename H>
compose_binary_t< F, G, H > TMVA::compose_binary ( const F &  _f,
const G &  _g,
const H &  _h 
) [inline]

Definition at line 183 of file DataSetFactory.h.

Referenced by TMVA::DataSetFactory::RenormEvents().

template<typename F, typename G>
compose_unary_t< F, G > TMVA::compose_unary ( const F &  _f,
const G &  _g 
) [inline]

Definition at line 209 of file DataSetFactory.h.

template<class T>
DeleteFunctor_t< T > TMVA::DeleteFunctor (  ) 

Definition at line 123 of file DataSetFactory.h.

void TMVA::exampleGA (  ) 

Definition at line 55 of file TMVAGAexample2.cxx.

References n, name, opts, result(), and TMVA::GeneticFitter::Run().

Referenced by main().

void TMVA::exampleGA2nd (  ) 

Definition at line 77 of file TMVAGAexample.cxx.

References TMVA::GeneticAlgorithm::CalculateFitness(), CONVCRIT, CONVSTEPS, TMVA::GeneticGenes::GetFactors(), TMVA::GeneticPopulation::GetGenes(), TMVA::GeneticAlgorithm::GetGeneticPopulation(), TMVA::GeneticAlgorithm::HasConverged(), TMVA::GeneticAlgorithm::Init(), n, TMVA::GeneticPopulation::Print(), SCFACTOR, SCRATE, SCSTEPS, TMVA::GeneticAlgorithm::SpreadControl(), and TMVA::GeneticPopulation::TrimPopulation().

Referenced by main().

ClassImp (TMVA::Config) TMVA TMVA::Config& TMVA::gConfig (  ) 

Definition at line 36 of file Config.cxx.

References TMVA::Config::Instance().

Referenced by ClassImp(), TMVA::Tools::Color(), TMVA::MethodBoost::CreateMVAHistorgrams(), TMVA::Timer::DrawProgressBar(), G__G__TMVA3_110_0_1(), G__setup_memfuncTMVA(), TMVA::MethodBoost::GetBoostROCIntegral(), TMVA::MethodMLP::GetHelpMessage(), TMVA::MethodTMlpANN::GetHelpMessage(), TMVA::MethodCuts::GetHelpMessage(), TMVA::MethodRuleFit::GetHelpMessage(), TMVA::MethodFDA::GetHelpMessage(), TMVA::MethodBase::GetWeightFileName(), TMVA::Reader::Init(), TMVA::MethodBase::InitBase(), TMVA::MethodBase::MethodBase(), TMVA::Configurable::ParseOptions(), TMVA::TransformationHandler::PlotVariables(), TMVA::MethodBase::PrintHelpMessage(), TMVA::MethodPDEFoam::ReadFoamsFromFile(), TMVA::MethodPDEFoam::WriteFoamsToFile(), TMVA::MsgLogger::WriteMsg(), and TMVA::Configurable::WriteOptionsReferenceToFile().

Config & TMVA::gConfig (  ) 

Definition at line 36 of file Config.cxx.

References TMVA::Config::Instance().

Referenced by ClassImp(), TMVA::Tools::Color(), TMVA::MethodBoost::CreateMVAHistorgrams(), TMVA::Timer::DrawProgressBar(), G__G__TMVA3_110_0_1(), G__setup_memfuncTMVA(), TMVA::MethodBoost::GetBoostROCIntegral(), TMVA::MethodTMlpANN::GetHelpMessage(), TMVA::MethodMLP::GetHelpMessage(), TMVA::MethodRuleFit::GetHelpMessage(), TMVA::MethodCuts::GetHelpMessage(), TMVA::MethodFDA::GetHelpMessage(), TMVA::MethodBase::GetWeightFileName(), TMVA::Reader::Init(), TMVA::MethodBase::InitBase(), TMVA::MethodBase::MethodBase(), TMVA::Configurable::ParseOptions(), TMVA::TransformationHandler::PlotVariables(), TMVA::MethodBase::PrintHelpMessage(), TMVA::MethodPDEFoam::ReadFoamsFromFile(), TMVA::MethodPDEFoam::WriteFoamsToFile(), TMVA::MsgLogger::WriteMsg(), and TMVA::Configurable::WriteOptionsReferenceToFile().

TMVA::Tools& TMVA::gTools (  ) 

Definition at line 72 of file Tools.cxx.

References TMVA::Tools::Instance().

Referenced by TMVA::Tools::AddAttr(), TMVA::BinarySearchTreeNode::AddAttributesToNode(), TMVA::DecisionTreeNode::AddAttributesToNode(), TMVA::Tools::AddChild(), TMVA::MethodBase::AddClassesXMLTo(), TMVA::Tools::AddComment(), TMVA::MethodBase::AddInfoItem(), TMVA::Configurable::AddOptionsXMLTo(), TMVA::MethodBase::AddSpectatorsXMLTo(), TMVA::MethodBase::AddTargetsXMLTo(), TMVA::VariableInfo::AddToXML(), TMVA::MethodBase::AddVarsXMLTo(), TMVA::MethodANNBase::AddWeightsXMLTo(), TMVA::MethodCompositeBase::AddWeightsXMLTo(), TMVA::MethodLikelihood::AddWeightsXMLTo(), TMVA::MethodCuts::AddWeightsXMLTo(), TMVA::MethodFDA::AddWeightsXMLTo(), TMVA::MethodSVM::AddWeightsXMLTo(), TMVA::MethodPDERS::AddWeightsXMLTo(), TMVA::MethodPDEFoam::AddWeightsXMLTo(), TMVA::MethodCategory::AddWeightsXMLTo(), TMVA::MethodFisher::AddWeightsXMLTo(), TMVA::MethodHMatrix::AddWeightsXMLTo(), TMVA::MethodKNN::AddWeightsXMLTo(), TMVA::MethodBDT::AddWeightsXMLTo(), TMVA::MethodTMlpANN::AddWeightsXMLTo(), TMVA::MethodLD::AddWeightsXMLTo(), TMVA::MethodCFMlpANN::AddWeightsXMLTo(), TMVA::PDEFoam::AddXMLTo(), TMVA::RuleEnsemble::AddXMLTo(), TMVA::TransformationHandler::AddXMLTo(), TMVA::Rule::AddXMLTo(), TMVA::PDF::AddXMLTo(), TMVA::BinaryTree::AddXMLTo(), TMVA::Node::AddXMLTo(), TMVA::VariablePCATransform::AttachXMLTo(), TMVA::VariableDecorrTransform::AttachXMLTo(), TMVA::VariableNormalizeTransform::AttachXMLTo(), TMVA::VariableGaussTransform::AttachXMLTo(), TMVA::Factory::BookMethod(), TMVA::VariableDecorrTransform::CalcSQRMats(), ClassApplication(), ClassImp(), TMVA::MethodCategory::CreateCategoryDSI(), TMVA::BinarySearchTree::CreateFromXML(), TMVA::DecisionTree::CreateFromXML(), TMVA::ResultsMulticlass::CreateMulticlassHistos(), TMVA::MethodBoost::CreateMVAHistorgrams(), TMVA::MethodBase::CreateMVAPdfs(), TMVA::MethodANNBase::CreateRanking(), TMVA::MethodLikelihood::CreateRanking(), TMVA::MethodBase::CreateVariableTransforms(), TMVA::Reader::DeclareOptions(), TMVA::Timer::DrawProgressBar(), TMVA::RuleFitParams::ErrorRateRoc(), TMVA::Factory::EvaluateAllMethods(), TMVA::RuleFit::ForestStatistics(), G__G__TMVA2_132_0_7(), G__setup_memfuncTMVA(), TMVA::MethodBoost::GetBoostROCIntegral(), TMVA::MethodHMatrix::GetChi2(), TMVA::MethodCuts::GetEfficiency(), TMVA::MethodBase::GetEfficiency(), TMVA::MethodMLP::GetHelpMessage(), TMVA::MethodSVM::GetHelpMessage(), TMVA::MethodTMlpANN::GetHelpMessage(), TMVA::MethodCuts::GetHelpMessage(), TMVA::MethodRuleFit::GetHelpMessage(), TMVA::MethodBayesClassifier::GetHelpMessage(), TMVA::MethodCommittee::GetHelpMessage(), TMVA::MethodCFMlpANN::GetHelpMessage(), TMVA::MethodCategory::GetHelpMessage(), TMVA::MethodFDA::GetHelpMessage(), TMVA::MethodBoost::GetHelpMessage(), TMVA::MethodLikelihood::GetHelpMessage(), TMVA::MethodPDEFoam::GetHelpMessage(), TMVA::MethodPDERS::GetHelpMessage(), TMVA::MethodLD::GetHelpMessage(), TMVA::MethodKNN::GetHelpMessage(), TMVA::MethodFisher::GetHelpMessage(), TMVA::MethodBDT::GetHelpMessage(), TMVA::MethodHMatrix::GetHelpMessage(), TMVA::Reader::GetMethodTypeFromFile(), StatDialogBDT::GetNtrees(), TMVA::MethodBDT::GetRegressionValues(), TMVA::OptimizeConfigParameters::GetSeparation(), TMVA::MethodBase::GetSeparation(), TMVA::MethodBase::GetTrainingEfficiency(), TMVA::MethodCuts::GetTrainingEfficiency(), TMVA::Factory::Greetings(), TMVA::MethodBase::MakeClass(), PlotDecisionBoundary(), TMVA::TransformationHandler::PlotVariables(), TMVA::MethodFisher::PrintCoefficients(), TMVA::MethodLD::PrintCoefficients(), TMVA::DataSetInfo::PrintCorrelationMatrix(), TMVA::MethodBase::PrintHelpMessage(), TMVA::MethodFDA::PrintResults(), TMVA::MethodRuleFit::ProcessOptions(), TMVA::MethodFDA::ProcessOptions(), TMVA::BinarySearchTreeNode::ReadAttributes(), TMVA::DecisionTreeNode::ReadAttributes(), TMVA::MethodBase::ReadClassesFromXML(), TMVA::MethodPDEFoam::ReadFoamsFromFile(), TMVA::VariableNormalizeTransform::ReadFromXML(), TMVA::VariableGaussTransform::ReadFromXML(), TMVA::RuleEnsemble::ReadFromXML(), TMVA::TransformationHandler::ReadFromXML(), TMVA::Rule::ReadFromXML(), TMVA::VariablePCATransform::ReadFromXML(), TMVA::VariableDecorrTransform::ReadFromXML(), TMVA::VariableInfo::ReadFromXML(), TMVA::Configurable::ReadOptionsFromXML(), TMVA::MethodBase::ReadSpectatorsFromXML(), TMVA::MethodBase::ReadStateFromFile(), TMVA::MethodBase::ReadStateFromXML(), TMVA::MethodBase::ReadStateFromXMLString(), TMVA::MethodBase::ReadTargetsFromXML(), StatDialogBDT::ReadTree(), TMVA::MethodBase::ReadVariablesFromXML(), TMVA::MethodLD::ReadWeightsFromXML(), TMVA::MethodHMatrix::ReadWeightsFromXML(), TMVA::MethodPDEFoam::ReadWeightsFromXML(), TMVA::MethodPDERS::ReadWeightsFromXML(), TMVA::MethodCFMlpANN::ReadWeightsFromXML(), TMVA::MethodFDA::ReadWeightsFromXML(), TMVA::MethodSVM::ReadWeightsFromXML(), TMVA::MethodCategory::ReadWeightsFromXML(), TMVA::MethodANNBase::ReadWeightsFromXML(), TMVA::MethodTMlpANN::ReadWeightsFromXML(), TMVA::MethodFisher::ReadWeightsFromXML(), TMVA::MethodKNN::ReadWeightsFromXML(), TMVA::MethodCompositeBase::ReadWeightsFromXML(), TMVA::MethodBDT::ReadWeightsFromXML(), TMVA::MethodLikelihood::ReadWeightsFromXML(), TMVA::MethodCuts::ReadWeightsFromXML(), TMVA::PDEFoam::ReadXML(), TMVA::PDF::ReadXML(), TMVA::BinaryTree::ReadXML(), TMVA::Node::ReadXML(), TMVA::RuleFitParams::RiskPerfTst(), TMVA::RuleEnsemble::RuleStatistics(), TMVA::Volume::Scale(), TMVA::Timer::SecToText(), TMVA::MethodBase::TestClassification(), TMVA::MethodBase::TestRegression(), TMVA::Tools::TMVACitation(), TMVAClassification(), TMVAClassificationApplication(), TMVAMulticlass(), TMVAMulticlassApplication(), TMVARegression(), TMVARegressionApplication(), TMVA::MethodMLP::TrainOneEventFast(), TMVA::VariableInfo::VariableInfo(), TMVA::Factory::WriteDataInformation(), TMVA::MethodPDEFoam::WriteFoamsToFile(), TMVA::MethodBase::WriteStateToFile(), and TMVA::MethodBase::WriteStateToXML().

Tools & TMVA::gTools (  ) 

Definition at line 72 of file Tools.cxx.

References TMVA::Tools::Instance().

Referenced by TMVA::Tools::AddAttr(), TMVA::BinarySearchTreeNode::AddAttributesToNode(), TMVA::DecisionTreeNode::AddAttributesToNode(), TMVA::Tools::AddChild(), TMVA::MethodBase::AddClassesXMLTo(), TMVA::Tools::AddComment(), TMVA::MethodBase::AddInfoItem(), TMVA::Configurable::AddOptionsXMLTo(), TMVA::MethodBase::AddSpectatorsXMLTo(), TMVA::MethodBase::AddTargetsXMLTo(), TMVA::VariableInfo::AddToXML(), TMVA::MethodBase::AddVarsXMLTo(), TMVA::MethodANNBase::AddWeightsXMLTo(), TMVA::MethodCompositeBase::AddWeightsXMLTo(), TMVA::MethodLikelihood::AddWeightsXMLTo(), TMVA::MethodCuts::AddWeightsXMLTo(), TMVA::MethodFDA::AddWeightsXMLTo(), TMVA::MethodSVM::AddWeightsXMLTo(), TMVA::MethodPDERS::AddWeightsXMLTo(), TMVA::MethodPDEFoam::AddWeightsXMLTo(), TMVA::MethodCategory::AddWeightsXMLTo(), TMVA::MethodFisher::AddWeightsXMLTo(), TMVA::MethodHMatrix::AddWeightsXMLTo(), TMVA::MethodKNN::AddWeightsXMLTo(), TMVA::MethodBDT::AddWeightsXMLTo(), TMVA::MethodTMlpANN::AddWeightsXMLTo(), TMVA::MethodLD::AddWeightsXMLTo(), TMVA::MethodCFMlpANN::AddWeightsXMLTo(), TMVA::PDEFoam::AddXMLTo(), TMVA::RuleEnsemble::AddXMLTo(), TMVA::TransformationHandler::AddXMLTo(), TMVA::Rule::AddXMLTo(), TMVA::PDF::AddXMLTo(), TMVA::BinaryTree::AddXMLTo(), TMVA::Node::AddXMLTo(), TMVA::VariablePCATransform::AttachXMLTo(), TMVA::VariableDecorrTransform::AttachXMLTo(), TMVA::VariableNormalizeTransform::AttachXMLTo(), TMVA::VariableGaussTransform::AttachXMLTo(), TMVA::Factory::BookMethod(), TMVA::VariableDecorrTransform::CalcSQRMats(), ClassApplication(), ClassImp(), TMVA::MethodCategory::CreateCategoryDSI(), TMVA::BinarySearchTree::CreateFromXML(), TMVA::DecisionTree::CreateFromXML(), TMVA::ResultsMulticlass::CreateMulticlassHistos(), TMVA::MethodBoost::CreateMVAHistorgrams(), TMVA::MethodBase::CreateMVAPdfs(), TMVA::MethodANNBase::CreateRanking(), TMVA::MethodLikelihood::CreateRanking(), TMVA::MethodBase::CreateVariableTransforms(), TMVA::Reader::DeclareOptions(), TMVA::Timer::DrawProgressBar(), TMVA::RuleFitParams::ErrorRateRoc(), TMVA::Factory::EvaluateAllMethods(), TMVA::RuleFit::ForestStatistics(), G__G__TMVA2_132_0_7(), G__setup_memfuncTMVA(), TMVA::MethodBoost::GetBoostROCIntegral(), TMVA::MethodHMatrix::GetChi2(), TMVA::MethodCuts::GetEfficiency(), TMVA::MethodBase::GetEfficiency(), TMVA::MethodMLP::GetHelpMessage(), TMVA::MethodSVM::GetHelpMessage(), TMVA::MethodTMlpANN::GetHelpMessage(), TMVA::MethodCuts::GetHelpMessage(), TMVA::MethodRuleFit::GetHelpMessage(), TMVA::MethodBayesClassifier::GetHelpMessage(), TMVA::MethodCommittee::GetHelpMessage(), TMVA::MethodCFMlpANN::GetHelpMessage(), TMVA::MethodCategory::GetHelpMessage(), TMVA::MethodFDA::GetHelpMessage(), TMVA::MethodBoost::GetHelpMessage(), TMVA::MethodLikelihood::GetHelpMessage(), TMVA::MethodPDEFoam::GetHelpMessage(), TMVA::MethodPDERS::GetHelpMessage(), TMVA::MethodLD::GetHelpMessage(), TMVA::MethodKNN::GetHelpMessage(), TMVA::MethodFisher::GetHelpMessage(), TMVA::MethodBDT::GetHelpMessage(), TMVA::MethodHMatrix::GetHelpMessage(), TMVA::Reader::GetMethodTypeFromFile(), StatDialogBDT::GetNtrees(), TMVA::MethodBDT::GetRegressionValues(), TMVA::OptimizeConfigParameters::GetSeparation(), TMVA::MethodBase::GetSeparation(), TMVA::MethodBase::GetTrainingEfficiency(), TMVA::MethodCuts::GetTrainingEfficiency(), TMVA::Factory::Greetings(), TMVA::MethodBase::MakeClass(), PlotDecisionBoundary(), TMVA::TransformationHandler::PlotVariables(), TMVA::MethodFisher::PrintCoefficients(), TMVA::MethodLD::PrintCoefficients(), TMVA::DataSetInfo::PrintCorrelationMatrix(), TMVA::MethodBase::PrintHelpMessage(), TMVA::MethodFDA::PrintResults(), TMVA::MethodRuleFit::ProcessOptions(), TMVA::MethodFDA::ProcessOptions(), TMVA::BinarySearchTreeNode::ReadAttributes(), TMVA::DecisionTreeNode::ReadAttributes(), TMVA::MethodBase::ReadClassesFromXML(), TMVA::MethodPDEFoam::ReadFoamsFromFile(), TMVA::VariableNormalizeTransform::ReadFromXML(), TMVA::VariableGaussTransform::ReadFromXML(), TMVA::RuleEnsemble::ReadFromXML(), TMVA::TransformationHandler::ReadFromXML(), TMVA::Rule::ReadFromXML(), TMVA::VariablePCATransform::ReadFromXML(), TMVA::VariableDecorrTransform::ReadFromXML(), TMVA::VariableInfo::ReadFromXML(), TMVA::Configurable::ReadOptionsFromXML(), TMVA::MethodBase::ReadSpectatorsFromXML(), TMVA::MethodBase::ReadStateFromFile(), TMVA::MethodBase::ReadStateFromXML(), TMVA::MethodBase::ReadStateFromXMLString(), TMVA::MethodBase::ReadTargetsFromXML(), StatDialogBDT::ReadTree(), TMVA::MethodBase::ReadVariablesFromXML(), TMVA::MethodLD::ReadWeightsFromXML(), TMVA::MethodHMatrix::ReadWeightsFromXML(), TMVA::MethodPDEFoam::ReadWeightsFromXML(), TMVA::MethodPDERS::ReadWeightsFromXML(), TMVA::MethodCFMlpANN::ReadWeightsFromXML(), TMVA::MethodFDA::ReadWeightsFromXML(), TMVA::MethodSVM::ReadWeightsFromXML(), TMVA::MethodCategory::ReadWeightsFromXML(), TMVA::MethodANNBase::ReadWeightsFromXML(), TMVA::MethodTMlpANN::ReadWeightsFromXML(), TMVA::MethodFisher::ReadWeightsFromXML(), TMVA::MethodKNN::ReadWeightsFromXML(), TMVA::MethodCompositeBase::ReadWeightsFromXML(), TMVA::MethodBDT::ReadWeightsFromXML(), TMVA::MethodLikelihood::ReadWeightsFromXML(), TMVA::MethodCuts::ReadWeightsFromXML(), TMVA::PDEFoam::ReadXML(), TMVA::PDF::ReadXML(), TMVA::BinaryTree::ReadXML(), TMVA::Node::ReadXML(), TMVA::RuleFitParams::RiskPerfTst(), TMVA::RuleEnsemble::RuleStatistics(), TMVA::Volume::Scale(), TMVA::Timer::SecToText(), TMVA::MethodBase::TestClassification(), TMVA::MethodBase::TestRegression(), TMVA::Tools::TMVACitation(), TMVAClassification(), TMVAClassificationApplication(), TMVAMulticlass(), TMVAMulticlassApplication(), TMVARegression(), TMVARegressionApplication(), TMVA::MethodMLP::TrainOneEventFast(), TMVA::VariableInfo::VariableInfo(), TMVA::Factory::WriteDataInformation(), TMVA::MethodPDEFoam::WriteFoamsToFile(), TMVA::MethodBase::WriteStateToFile(), and TMVA::MethodBase::WriteStateToXML().

Int_t TMVA::LargestCommonDivider ( Int_t  a,
Int_t  b 
)

Definition at line 88 of file DataSetFactory.cxx.

void TMVA::MaximizeSignificance (  ) 

Definition at line 398 of file TMVAMultipleBackgroundExample.cxx.

References TChain::Add(), chain, n, name, opts, Print(), result(), and TMVA::GeneticFitter::Run().

Referenced by main().

template<typename F>
null_t< F > TMVA::null (  )  [inline]

Definition at line 155 of file DataSetFactory.h.

Referenced by RooMomentMorph::getCache(), TApplication::GetOptions(), TGLSurfacePainter::GetPlotInfo(), ApplicationWindow::load(), main(), RooStats::SimpleLikelihoodRatioTestStat::ParamsAreEqual(), XrdXrootdResponse::Push(), RooRealMPFE::serverLoop(), RooStats::HypoTestResult::SetNullDistribution(), TMVA::SVWorkingSet::TakeStepReg(), TGHtml::Tokenize(), and QSymbolCodec::toUnicode().

Bool_t TMVA::operator< ( const TMVA::GeneticGenes first,
const TMVA::GeneticGenes second 
)

Definition at line 44 of file GeneticGenes.cxx.

References TMVA::GeneticGenes::fFitness.

Bool_t TMVA::operator< ( const GeneticGenes &  ,
const GeneticGenes &   
)

Definition at line 44 of file GeneticGenes.cxx.

ostream& TMVA::operator<< ( ostream &  os,
const RuleEnsemble &  rules 
)

Definition at line 1387 of file RuleEnsemble.cxx.

References TMVA::RuleEnsemble::Print().

ostream& TMVA::operator<< ( ostream &  os,
const Rule &  rule 
)

Definition at line 248 of file Rule.cxx.

References TMVA::Rule::Print().

ostream& TMVA::operator<< ( ostream &  os,
const PDF &  pdf 
)

Definition at line 938 of file PDF.cxx.

References TMVA::PDF::fFineFactor, TMVA::PDF::fInterpolMethod, TMVA::PDF::fKDEborder, TMVA::PDF::fKDEiter, TMVA::PDF::fKDEtype, TMVA::PDF::fMaxNsmooth, TMVA::PDF::fMinNsmooth, TH1::GetBinContent(), TNamed::GetName(), TH1::GetNbinsX(), TMVA::PDF::GetOriginalHist(), TH1::GetXaxis(), TAxis::GetXmax(), TAxis::GetXmin(), and i.

ostream& TMVA::operator<< ( ostream &  os,
const TMVA::PDEFoam pdefoam 
)

Definition at line 2742 of file PDEFoam.cxx.

References TMVA::PDEFoam::PrintStream().

ostream& TMVA::operator<< ( ostream &  os,
const TMVA::Node node 
)

Definition at line 132 of file Node.cxx.

References NULL, and TMVA::Node::Print().

ostream& TMVA::operator<< ( ostream &  os,
const TMVA::Node node 
)

Definition at line 124 of file Node.cxx.

References TMVA::Node::Print().

ostream& TMVA::operator<< ( ostream &  os,
const TMVA::Event event 
)

Definition at line 302 of file Event.cxx.

References TMVA::Event::fSpectators, TMVA::Event::fTargets, TMVA::Event::fValues, TMVA::Event::GetClass(), TMVA::Event::GetSpectator(), TMVA::Event::GetTarget(), TMVA::Event::GetValue(), and TMVA::Event::GetWeight().

ostream& TMVA::operator<< ( ostream &  os,
const TMVA::BinaryTree tree 
)

Definition at line 149 of file BinaryTree.cxx.

References TMVA::BinaryTree::Print().

ostream & TMVA::operator<< ( ostream &  os,
const RuleEnsemble &  event 
)

Definition at line 1387 of file RuleEnsemble.cxx.

ostream & TMVA::operator<< ( ostream &  os,
const Rule &  rule 
)

Definition at line 248 of file Rule.cxx.

ostream & TMVA::operator<< ( ostream &  os,
const PDF &  tree 
)

Definition at line 938 of file PDF.cxx.

std::ostream & TMVA::operator<< ( std::ostream &  os,
const PDEFoam &  pdefoam 
)

std::ostream & TMVA::operator<< ( std::ostream &  os,
const Node *  node 
)

std::ostream & TMVA::operator<< ( std::ostream &  os,
const Node &  node 
)

std::ostream & TMVA::operator<< ( std::ostream &  os,
const Event event 
)

ostream & TMVA::operator<< ( ostream &  os,
const BinaryTree &  tree 
)

Definition at line 149 of file BinaryTree.cxx.

Referenced by G__G__TMVA1_126_0_1(), G__G__TMVA1_126_0_10(), G__G__TMVA1_126_0_2(), G__G__TMVA1_126_0_3(), G__G__TMVA1_126_0_4(), G__G__TMVA1_126_0_6(), G__G__TMVA1_126_0_7(), G__G__TMVA1_126_0_8(), G__G__TMVA2_132_0_1(), G__G__TMVA2_132_0_3(), G__G__TMVA2_132_0_4(), G__G__TMVA2_132_0_5(), G__G__TMVA2_132_0_8(), G__G__TMVA3_110_0_2(), G__G__TMVA3_110_0_3(), G__G__TMVA3_110_0_4(), G__G__TMVA3_110_0_6(), G__G__TMVA3_110_0_7(), G__G__TMVA4_125_0_1(), G__G__TMVA4_125_0_2(), G__G__TMVA4_125_0_3(), G__G__TMVA4_125_0_5(), G__G__TMVA4_125_0_6(), G__G__TMVA4_125_0_7(), and G__G__TMVA4_125_0_8().

istream& TMVA::operator>> ( istream &  istr,
PDF &  pdf 
)

Definition at line 975 of file PDF.cxx.

References TMVA::PDF::BuildKDEPDF(), TMVA::PDF::BuildSplinePDF(), TNamed::Clone(), TMVA::PDF::fFineFactor, TMVA::PDF::fHist, TMVA::PDF::fHistOriginal, TMVA::PDF::fInterpolMethod, TMVA::PDF::fKDEborder, TMVA::PDF::fKDEiter, TMVA::PDF::fKDEtype, TMVA::PDF::fMaxNsmooth, TMVA::PDF::fMinNsmooth, TMVA::PDF::GetReadingVersion(), i, kFALSE, TMVA::PDF::kKDE, kTRUE, nbins, TString::ReplaceAll(), TH1::SetBinContent(), TH1::SetDirectory(), TH1::SetTitle(), TMVA_VERSION, val, xmax, and xmin.

istream& TMVA::operator>> ( istream &  istr,
TMVA::PDEFoam pdefoam 
)

Definition at line 2750 of file PDEFoam.cxx.

References TMVA::PDEFoam::ReadStream().

istream& TMVA::operator>> ( istream &  istr,
TMVA::BinaryTree tree 
)

Definition at line 194 of file BinaryTree.cxx.

References TMVA::BinaryTree::Read().

istream & TMVA::operator>> ( istream &  istr,
PDF &  tree 
)

Definition at line 975 of file PDF.cxx.

std::istream & TMVA::operator>> ( std::istream &  istr,
PDEFoam &  pdefoam 
)

istream & TMVA::operator>> ( istream &  istr,
BinaryTree &  tree 
)

Definition at line 194 of file BinaryTree.cxx.

Referenced by G__G__TMVA1_126_0_11(), G__G__TMVA1_126_0_5(), G__G__TMVA1_126_0_9(), G__G__TMVA2_132_0_2(), G__G__TMVA2_132_0_6(), G__G__TMVA3_110_0_5(), G__G__TMVA3_110_0_8(), G__G__TMVA4_125_0_4(), and G__G__TMVA4_125_0_9().

void TMVA::Training (  ) 

Definition at line 44 of file TMVAMultipleBackgroundExample.cxx.

References TMVA::Factory::AddBackgroundTree(), TMVA::Factory::AddSignalTree(), TMVA::Factory::AddVariable(), TMVA::Factory::BookMethod(), TFile::Close(), TMVA::Factory::EvaluateAllMethods(), TMVA::Types::kBDT, TFile::Open(), TMVA::Factory::PrepareTrainingAndTestTree(), TMVA::Factory::TestAllMethods(), and TMVA::Factory::TrainAllMethods().

Referenced by main().


Variable Documentation

const Bool_t TMVA::GeneticAlgorithm__DEBUG__ = kFALSE

Definition at line 45 of file GeneticAlgorithm.cxx.

Referenced by TMVA::GeneticAlgorithm::HasConverged(), and TMVA::GeneticAlgorithm::SpreadControl().

const int TMVA::max_Events_ = 200000

Definition at line 38 of file MethodCFMlpANN_def.h.

Referenced by TMVA::MethodCFMlpANN_Utils::MethodCFMlpANN_Utils().

const int TMVA::max_Events_ = 200000

Definition at line 38 of file MethodCFMlpANN_def.h.

Referenced by G__setup_memvarTMVA(), TMVA::MethodCFMlpANN_Utils::TestNN(), and TMVA::MethodCFMlpANN_Utils::Train_nn().

const int TMVA::max_nLayers_ = 6

Definition at line 39 of file MethodCFMlpANN_def.h.

Referenced by TMVA::MethodCFMlpANN_Utils::MethodCFMlpANN_Utils().

const int TMVA::max_nLayers_ = 6

Definition at line 39 of file MethodCFMlpANN_def.h.

Referenced by TMVA::MethodCFMlpANN_Utils::Entree_new(), G__setup_memvarTMVA(), TMVA::MethodCFMlpANN_Utils::TestNN(), TMVA::MethodCFMlpANN_Utils::Train_nn(), TMVA::MethodCFMlpANN_Utils::W_ref(), and TMVA::MethodCFMlpANN_Utils::Ww_ref().

const int TMVA::max_nNodes_ = 200

Definition at line 40 of file MethodCFMlpANN_def.h.

const int TMVA::max_nNodes_ = 200

Definition at line 40 of file MethodCFMlpANN_def.h.

Referenced by TMVA::MethodCFMlpANN_Utils::Entree_new(), G__setup_memvarTMVA(), TMVA::MethodCFMlpANN_Utils::GraphNN(), TMVA::MethodCFMlpANN_Utils::Lecev2(), TMVA::MethodCFMlpANN_Utils::Leclearn(), TMVA::MethodCFMlpANN_Utils::TestNN(), TMVA::MethodCFMlpANN_Utils::Train_nn(), and TMVA::MethodCFMlpANN_Utils::W_ref().

const int TMVA::max_nVar_ = 200

Definition at line 41 of file MethodCFMlpANN_def.h.

const int TMVA::max_nVar_ = 200

Definition at line 41 of file MethodCFMlpANN_def.h.

Referenced by G__setup_memvarTMVA(), TMVA::MethodCFMlpANN_Utils::Lecev2(), TMVA::MethodCFMlpANN_Utils::Leclearn(), TMVA::MethodCFMlpANN_Utils::TestNN(), and TMVA::MethodCFMlpANN_Utils::Train_nn().

const Bool_t TMVA::MethodPDERS_UseFindRoot = kFALSE

Definition at line 87 of file MethodPDERS.cxx.

Referenced by TMVA::MethodPDERS::GetSample().


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