#include <TBootstrap.h>

Inheritance diagram for TBootstrap:

Collaboration diagram for TBootstrap:

Public Member Functions
	TBootstrap (TMultiLayerPerceptron *mlp_cons, Int_t nbbases_cons, Bool_t bLog_cons=kFALSE)

virtual	~TBootstrap ()

void	Train (Int_t nb_epochs, Option_t *option, TString pmml_name)

Bool_t	BuildBootTraining (Int_t iter)

void	setQuantiles (Double_t dlow, Double_t dupp)

Double_t	RMSmu (Long64_t n, const Double_t *a, Double_t mu)

Public Attributes
TMultiLayerPerceptron *	mlp
	The upper quantile [0.90].

Int_t	nb_bases
	Number of bootstraped basis to generate.

Bool_t	bLog
	Log Printing.

URANIE::DataServer::TPatternsEventList *	_belApp

TEventList *	_telApp

Private Attributes
Double_t	_dLowerQuantile

Double_t	_dUpperQuantile
	The lower quantile [0.10].

Constructor & Destructor Documentation

◆ TBootstrap()

TBootstrap::TBootstrap	(	TMultiLayerPerceptron *	mlp_cons,
		Int_t	nbbases_cons,
		Bool_t	bLog_cons = `kFALSE`
	)

References _belApp, _telApp, bLog, mlp, and nb_bases.

◆ ~TBootstrap()

TBootstrap::~TBootstrap ( )

virtual

References _belApp.

Member Function Documentation

◆ BuildBootTraining()

Bool_t TBootstrap::BuildBootTraining ( Int_t iter )

References _belApp, _telApp, and bLog.

Referenced by Train().

◆ RMSmu()

Double_t TBootstrap::RMSmu	(	Long64_t	n,
		const Double_t *	a,
		Double_t	mu
	)

◆ setQuantiles()

void TBootstrap::setQuantiles	(	Double_t	dlow,
		Double_t	dupp
	)

References _dLowerQuantile, and _dUpperQuantile.

◆ Train()

void TBootstrap::Train	(	Int_t	nb_epochs,
		Option_t *	option,
		TString	pmml_name
	)

References _belApp, _dLowerQuantile, _dUpperQuantile, _telApp, bLog, BuildBootTraining(), epsilon, global_WeightsFilename, mlp, and nb_bases.

Member Data Documentation

◆ _belApp

URANIE::DataServer::TPatternsEventList* TBootstrap::_belApp

Referenced by BuildBootTraining(), TBootstrap(), Train(), and ~TBootstrap().

◆ _dLowerQuantile

Double_t TBootstrap::_dLowerQuantile

private

Referenced by setQuantiles(), and Train().

◆ _dUpperQuantile

Double_t TBootstrap::_dUpperQuantile

private

The lower quantile [0.10].

Referenced by setQuantiles(), and Train().

◆ _telApp

TEventList* TBootstrap::_telApp

Referenced by BuildBootTraining(), TBootstrap(), and Train().

◆ bLog

Bool_t TBootstrap::bLog

Log Printing.

Referenced by BuildBootTraining(), TBootstrap(), and Train().

◆ mlp

TMultiLayerPerceptron* TBootstrap::mlp

The upper quantile [0.90].

Perceptron associated

Referenced by TBootstrap(), and Train().

◆ nb_bases

Int_t TBootstrap::nb_bases

Number of bootstraped basis to generate.