#include "TMVA/TActivationChooser.h"
#include <vector>
#include "TString.h"
#ifndef ROOT_TMVA_TActivation
#include "TMVA/TActivation.h"
#endif
#ifndef ROOT_TMVA_TActivationIdentity
#include "TMVA/TActivationIdentity.h"
#endif
#ifndef ROOT_TMVA_TActivationSigmoid
#include "TMVA/TActivationSigmoid.h"
#endif
#ifndef ROOT_TMVA_TActivationTanh
#include "TMVA/TActivationTanh.h"
#endif
#ifndef ROOT_TMVA_TActivationRadial
#include "TMVA/TActivationRadial.h"
#endif
#ifndef ROOT_TMVA_MsgLogger
#include "TMVA/MsgLogger.h"
#endif
TMVA::TActivationChooser::TActivationChooser() :
fLINEAR("linear"),
fSIGMOID("sigmoid"),
fTANH("tanh"),
fRADIAL("radial"),
fLogger( new MsgLogger("TActivationChooser") )
{
}
TMVA::TActivationChooser::~TActivationChooser()
{
delete fLogger;
}
TMVA::TActivation*
TMVA::TActivationChooser::CreateActivation(EActivationType type) const
{
switch (type) {
case kLinear: return new TActivationIdentity();
case kSigmoid: return new TActivationSigmoid();
case kTanh: return new TActivationTanh();
case kRadial: return new TActivationRadial();
default:
Log() << kFATAL << "no Activation function of type " << type << " found" << Endl;
return 0;
}
return NULL;
}
TMVA::TActivation*
TMVA::TActivationChooser::CreateActivation(const TString& type) const
{
if (type == fLINEAR) return CreateActivation(kLinear);
else if (type == fSIGMOID) return CreateActivation(kSigmoid);
else if (type == fTANH) return CreateActivation(kTanh);
else if (type == fRADIAL) return CreateActivation(kRadial);
else {
Log() << kFATAL << "no Activation function of type " << type << " found" << Endl;
return 0;
}
}
std::vector<TString>*
TMVA::TActivationChooser::GetAllActivationNames() const
{
std::vector<TString>* names = new std::vector<TString>();
names->push_back(fLINEAR);
names->push_back(fSIGMOID);
names->push_back(fTANH);
names->push_back(fRADIAL);
return names;
}
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