ROOT  6.06/08
Reference Guide
Public Member Functions | List of all members
TMVA::TActivation Class Referenceabstract

Definition at line 46 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 Double_t GetMin ()=0
 
virtual Double_t GetMax ()=0
 
virtual TString GetExpression ()=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 50 of file TActivation.h.

§ ~TActivation()

virtual TMVA::TActivation::~TActivation ( )
inlinevirtual

Definition at line 51 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.

Referenced by TMVA::TNeuron::CalculateActivationValue(), TMVA::MethodMLP::GetMvaValue(), and ~TActivation().

§ EvalDerivative()

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

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

Referenced by TMVA::TNeuron::CalculateDelta(), TMVA::MethodMLP::GetApproxInvHessian(), TMVA::MethodMLP::GetMvaValue(), and ~TActivation().

§ GetExpression()

virtual TString TMVA::TActivation::GetExpression ( )
pure virtual

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

Referenced by TMVA::TNeuron::PrintActivationEqn(), TMVA::MethodANNBase::ReadWeightsFromXML(), and ~TActivation().

§ GetMax()

virtual Double_t TMVA::TActivation::GetMax ( )
pure virtual

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

Referenced by TMVA::MethodMLP::GetDesiredOutput(), TMVA::MethodMLP::TrainOneEventFast(), and ~TActivation().

§ GetMin()

virtual Double_t TMVA::TActivation::GetMin ( )
pure virtual

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

Referenced by TMVA::MethodMLP::GetDesiredOutput(), TMVA::MethodMLP::TrainOneEventFast(), and ~TActivation().

§ 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.

Referenced by TMVA::MethodANNBase::MakeClassSpecific(), and ~TActivation().

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