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Reference Guide
TMVA::TActivationSigmoid Class Reference

Sigmoid activation function for TNeuron.

Definition at line 41 of file TActivationSigmoid.h.

Public Member Functions

 TActivationSigmoid ()
 
 ~TActivationSigmoid ()
 
Double_t Eval (Double_t arg)
 evaluate the sigmoid More...
 
Double_t EvalDerivative (Double_t arg)
 evaluate the derivative of the sigmoid More...
 
TString GetExpression ()
 get expressions for the sigmoid and its derivatives More...
 
Double_t GetMax ()
 
Double_t GetMin ()
 
virtual TClassIsA () const
 
virtual void MakeFunction (std::ostream &fout, const TString &fncName)
 writes the sigmoid activation function source code More...
 
virtual void Streamer (TBuffer &)
 
void StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b)
 
- 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 TClassIsA () const
 
virtual void MakeFunction (std::ostream &fout, const TString &fncName)=0
 
virtual void Streamer (TBuffer &)
 
void StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b)
 

Static Public Member Functions

static TClassClass ()
 
static const char * Class_Name ()
 
static Version_t Class_Version ()
 
static const char * DeclFileName ()
 
- Static Public Member Functions inherited from TMVA::TActivation
static TClassClass ()
 
static const char * Class_Name ()
 
static Version_t Class_Version ()
 
static const char * DeclFileName ()
 

#include <TMVA/TActivationSigmoid.h>

Inheritance diagram for TMVA::TActivationSigmoid:
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Constructor & Destructor Documentation

◆ TActivationSigmoid()

TMVA::TActivationSigmoid::TActivationSigmoid ( )
inline

Definition at line 44 of file TActivationSigmoid.h.

◆ ~TActivationSigmoid()

TMVA::TActivationSigmoid::~TActivationSigmoid ( )
inline

Definition at line 45 of file TActivationSigmoid.h.

Member Function Documentation

◆ Class()

static TClass * TMVA::TActivationSigmoid::Class ( )
static
Returns
TClass describing this class

◆ Class_Name()

static const char * TMVA::TActivationSigmoid::Class_Name ( )
static
Returns
Name of this class

◆ Class_Version()

static Version_t TMVA::TActivationSigmoid::Class_Version ( )
inlinestatic
Returns
Version of this class

Definition at line 67 of file TActivationSigmoid.h.

◆ DeclFileName()

static const char * TMVA::TActivationSigmoid::DeclFileName ( )
inlinestatic
Returns
Name of the file containing the class declaration

Definition at line 67 of file TActivationSigmoid.h.

◆ Eval()

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

evaluate the sigmoid

Implements TMVA::TActivation.

Definition at line 44 of file TActivationSigmoid.cxx.

◆ EvalDerivative()

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

evaluate the derivative of the sigmoid

Implements TMVA::TActivation.

Definition at line 52 of file TActivationSigmoid.cxx.

◆ GetExpression()

TString TMVA::TActivationSigmoid::GetExpression ( )
virtual

get expressions for the sigmoid and its derivatives

Implements TMVA::TActivation.

Definition at line 61 of file TActivationSigmoid.cxx.

◆ GetMax()

Double_t TMVA::TActivationSigmoid::GetMax ( )
inlinevirtual

Implements TMVA::TActivation.

Definition at line 57 of file TActivationSigmoid.h.

◆ GetMin()

Double_t TMVA::TActivationSigmoid::GetMin ( )
inlinevirtual

Implements TMVA::TActivation.

Definition at line 54 of file TActivationSigmoid.h.

◆ IsA()

virtual TClass * TMVA::TActivationSigmoid::IsA ( ) const
inlinevirtual
Returns
TClass describing current object

Reimplemented from TMVA::TActivation.

Definition at line 67 of file TActivationSigmoid.h.

◆ MakeFunction()

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

writes the sigmoid activation function source code

Implements TMVA::TActivation.

Definition at line 70 of file TActivationSigmoid.cxx.

◆ Streamer()

virtual void TMVA::TActivationSigmoid::Streamer ( TBuffer )
virtual

Reimplemented from TMVA::TActivation.

◆ StreamerNVirtual()

void TMVA::TActivationSigmoid::StreamerNVirtual ( TBuffer ClassDef_StreamerNVirtual_b)
inline

Definition at line 67 of file TActivationSigmoid.h.

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