TMVA::TActivationTanh Class Reference

Tanh activation function for ANN.

Definition at line 41 of file TActivationTanh.h.

Public Member Functions
	TActivationTanh ()
	~TActivationTanh ()
Double_t	Eval (Double_t arg)
	evaluate the tanh More...
Double_t	EvalDerivative (Double_t arg)
	evaluate the derivative More...
TString	GetExpression ()
	get expressions for the tanh and its derivative whatever that may be good for ... More...
Double_t	GetMax ()
Double_t	GetMin ()
virtual void	MakeFunction (std::ostream &fout, const TString &fncName)
	writes the Tanh sigmoid activation function source code More...
void	SetSlow ()
Public Member Functions inherited from TMVA::TActivation
	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

Private Member Functions
Double_t	fast_tanh (Double_t arg)
	a fast tanh approximation More...

Private Attributes
Bool_t	fFAST

#include <TMVA/TActivationTanh.h>

Inheritance diagram for TMVA::TActivationTanh:

Constructor & Destructor Documentation

TActivationTanh()

TMVA::TActivationTanh::TActivationTanh ( )

inline

Definition at line 45 of file TActivationTanh.h.

~TActivationTanh()

TMVA::TActivationTanh::~TActivationTanh ( )

inline

Definition at line 46 of file TActivationTanh.h.

Member Function Documentation

Eval()

Double_t TMVA::TActivationTanh::Eval ( Double_t  arg )

virtual

evaluate the tanh

Implements TMVA::TActivation.

Definition at line 55 of file TActivationTanh.cxx.

EvalDerivative()

Double_t TMVA::TActivationTanh::EvalDerivative ( Double_t  arg )

virtual

evaluate the derivative

Implements TMVA::TActivation.

Definition at line 63 of file TActivationTanh.cxx.

fast_tanh()

Double_t TMVA::TActivationTanh::fast_tanh ( Double_t  arg )

private

a fast tanh approximation

Definition at line 43 of file TActivationTanh.cxx.

GetExpression()

TString TMVA::TActivationTanh::GetExpression ( )

virtual

get expressions for the tanh and its derivative whatever that may be good for ...

Implements TMVA::TActivation.

Definition at line 73 of file TActivationTanh.cxx.

GetMax()

Double_t TMVA::TActivationTanh::GetMax ( )

inlinevirtual

Implements TMVA::TActivation.

Definition at line 58 of file TActivationTanh.h.

GetMin()

Double_t TMVA::TActivationTanh::GetMin ( )

inlinevirtual

Implements TMVA::TActivation.

Definition at line 55 of file TActivationTanh.h.

MakeFunction()

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

virtual

writes the Tanh sigmoid activation function source code

Implements TMVA::TActivation.

Definition at line 82 of file TActivationTanh.cxx.

SetSlow()

void TMVA::TActivationTanh::SetSlow ( )

inline

Definition at line 66 of file TActivationTanh.h.

Member Data Documentation

fFAST

Bool_t TMVA::TActivationTanh::fFAST

private

Definition at line 70 of file TActivationTanh.h.

Libraries for TMVA::TActivationTanh:

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