TMVA::TActivation Class Reference

Interface for TNeuron activation function classes.

Definition at line 42 of file TActivation.h.

Public Member Functions
	TActivation ()
virtual	~TActivation ()
virtual Double_t	Eval (Double_t arg)=0
virtual Double_t	EvalDerivative (Double_t arg)=0
virtual TString	GetExpression ()=0
virtual Double_t	GetMax ()=0
virtual Double_t	GetMin ()=0
virtual void	MakeFunction (std::ostream &fout, const TString &fncName)=0

#include <TMVA/TActivation.h>

Inheritance diagram for TMVA::TActivation:

Constructor & Destructor Documentation

TActivation()

TMVA::TActivation::TActivation ( )

inline

Definition at line 46 of file TActivation.h.

~TActivation()

virtual TMVA::TActivation::~TActivation ( )

inlinevirtual

Definition at line 47 of file TActivation.h.

Member Function Documentation

Eval()

virtual Double_t TMVA::TActivation::Eval ( Double_t  arg )

pure virtual

Implemented in TMVA::TActivationIdentity, TMVA::TActivationRadial, TMVA::TActivationReLU, TMVA::TActivationSigmoid, and TMVA::TActivationTanh.

EvalDerivative()

virtual Double_t TMVA::TActivation::EvalDerivative ( Double_t  arg )

pure virtual

Implemented in TMVA::TActivationRadial, TMVA::TActivationReLU, TMVA::TActivationSigmoid, TMVA::TActivationTanh, and TMVA::TActivationIdentity.

GetExpression()

virtual TString TMVA::TActivation::GetExpression ( )

pure virtual

Implemented in TMVA::TActivationIdentity, TMVA::TActivationRadial, TMVA::TActivationReLU, TMVA::TActivationSigmoid, and TMVA::TActivationTanh.

GetMax()

virtual Double_t TMVA::TActivation::GetMax ( )

pure virtual

Implemented in TMVA::TActivationIdentity, TMVA::TActivationRadial, TMVA::TActivationReLU, TMVA::TActivationSigmoid, and TMVA::TActivationTanh.

GetMin()

virtual Double_t TMVA::TActivation::GetMin ( )

pure virtual

Implemented in TMVA::TActivationIdentity, TMVA::TActivationRadial, TMVA::TActivationReLU, TMVA::TActivationSigmoid, and TMVA::TActivationTanh.

MakeFunction()

virtual void TMVA::TActivation::MakeFunction ( std::ostream &  fout, const TString &  fncName  )

pure virtual

Implemented in TMVA::TActivationIdentity, TMVA::TActivationRadial, TMVA::TActivationReLU, TMVA::TActivationSigmoid, and TMVA::TActivationTanh.

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

• tmva/tmva/inc/TMVA/TActivation.h