Singleton class for Global types used by TMVA.

Definition at line 71 of file Types.h.

Public Types
enum	EAnalysisType { kClassification = 0 , kRegression , kMulticlass , kNoAnalysisType , kMaxAnalysisType }

enum	EBoostStage { kBoostProcBegin =0 , kBeforeTraining , kBeforeBoosting , kAfterBoosting , kBoostProcEnd }

enum	EMVA { kVariable = 0 , kCuts , kLikelihood , kPDERS , kHMatrix , kFisher , kKNN , kCFMlpANN , kTMlpANN , kBDT , kDT , kRuleFit , kSVM , kMLP , kBayesClassifier , kFDA , kBoost , kPDEFoam , kLD , kPlugins , kCategory , kDNN , kDL , kPyRandomForest , kPyAdaBoost , kPyGTB , kPyKeras , kPyTorch , kC50 , kRSNNS , kRSVM , kRXGB , kCrossValidation , kMaxMethod }

enum	ESBType { kSignal = 0 , kBackground , kSBBoth , kMaxSBType , kTrueType }

enum	ETreeType { kTraining = 0 , kTesting , kMaxTreeType , kValidation , kTrainingOriginal }

enum	EVariableTransform { kIdentity = 0 , kDecorrelated , kNormalized , kPCA , kRearranged , kGauss , kUniform , kMaxVariableTransform }

Public Member Functions
	~Types ()

Bool_t	AddTypeMapping (Types::EMVA method, const TString &methodname)

TString	GetMethodName (Types::EMVA method) const

Types::EMVA	GetMethodType (const TString &method) const
	returns the method type (enum) for a given method (string)

Static Public Member Functions
static void	DestroyInstance ()
	"destructor" of the single instance

static Types &	Instance ()
	The single instance of "Types" if existing already, or create it (Singleton)

Private Member Functions
	Types ()
	constructor

MsgLogger &	Log () const

Private Attributes
MsgLogger *	fLogger
	message logger

std::map< TString, TMVA::Types::EMVA >	fStr2type
	types-to-text map

Static Private Attributes
static std::atomic< Types * >	fgTypesPtr {0}

#include <TMVA/Types.h>

Member Enumeration Documentation

◆ EAnalysisType

enum TMVA::Types::EAnalysisType

Enumerator
kClassification
kRegression
kMulticlass
kNoAnalysisType
kMaxAnalysisType

Definition at line 126 of file Types.h.

◆ EBoostStage

enum TMVA::Types::EBoostStage

Enumerator
kBoostProcBegin
kBeforeTraining
kBeforeBoosting
kAfterBoosting
kBoostProcEnd

Definition at line 150 of file Types.h.

◆ EMVA

enum TMVA::Types::EMVA

Enumerator
kVariable
kCuts
kLikelihood
kPDERS
kHMatrix
kFisher
kKNN
kCFMlpANN
kTMlpANN
kBDT
kDT
kRuleFit
kSVM
kMLP
kBayesClassifier
kFDA
kBoost
kPDEFoam
kLD
kPlugins
kCategory
kDNN
kDL
kPyRandomForest
kPyAdaBoost
kPyGTB
kPyKeras
kPyTorch
kC50
kRSNNS
kRSVM
kRXGB
kCrossValidation
kMaxMethod

Definition at line 76 of file Types.h.

◆ ESBType

enum TMVA::Types::ESBType

Enumerator
kSignal	Never change this number - it is elsewhere assumed to be zero !
kBackground
kSBBoth
kMaxSBType
kTrueType

Definition at line 134 of file Types.h.

◆ ETreeType

enum TMVA::Types::ETreeType

Enumerator
kTraining
kTesting
kMaxTreeType	also used as temporary storage for trees not yet assigned for testing;training...
kValidation	these are placeholders... currently not used, but could be moved "forward" if
kTrainingOriginal	ever needed

Definition at line 142 of file Types.h.

◆ EVariableTransform

enum TMVA::Types::EVariableTransform

Enumerator
kIdentity
kDecorrelated
kNormalized
kPCA
kRearranged
kGauss
kUniform
kMaxVariableTransform

Definition at line 114 of file Types.h.

Constructor & Destructor Documentation

◆ ~Types()

TMVA::Types::~Types ( )

Definition at line 61 of file Types.cxx.

◆ Types()

TMVA::Types::Types ( )

private

constructor

Definition at line 56 of file Types.cxx.

Member Function Documentation

◆ AddTypeMapping()

Bool_t TMVA::Types::AddTypeMapping	(	Types::EMVA	method,
		const TString &	methodname
	)

Definition at line 101 of file Types.cxx.

◆ DestroyInstance()

void TMVA::Types::DestroyInstance ( )

static

"destructor" of the single instance

Definition at line 90 of file Types.cxx.

◆ GetMethodName()

TString TMVA::Types::GetMethodName ( Types::EMVA method ) const

Definition at line 136 of file Types.cxx.

◆ GetMethodType()

TMVA::Types::EMVA TMVA::Types::GetMethodType ( const TString & method ) const

returns the method type (enum) for a given method (string)

Definition at line 121 of file Types.cxx.

◆ Instance()

TMVA::Types & TMVA::Types::Instance ( )

static

The single instance of "Types" if existing already, or create it (Singleton)

Definition at line 70 of file Types.cxx.

◆ Log()

MsgLogger & TMVA::Types::Log ( ) const

inlineprivate

Definition at line 182 of file Types.h.

Member Data Documentation

◆ fgTypesPtr

std::atomic< TMVA::Types * > TMVA::Types::fgTypesPtr {0}

staticprivate

Definition at line 173 of file Types.h.

◆ fLogger

MsgLogger* TMVA::Types::fLogger

mutableprivate

message logger

Definition at line 181 of file Types.h.

◆ fStr2type

std::map<TString, TMVA::Types::EMVA> TMVA::Types::fStr2type

private

types-to-text map

Definition at line 180 of file Types.h.

Libraries for TMVA::Types:

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

tmva/tmva/inc/TMVA/Types.h
tmva/tmva/src/Types.cxx

Public Types

Public Member Functions

Static Public Member Functions

Private Member Functions

Private Attributes

Static Private Attributes