GBRForest Class Reference

#include <GBRForest.h>

Public Member Functions
	GBRForest ()
	GBRForest (const TMVA::MethodBDT *bdt)
double	GetClassifier (const float *vector) const
double	GetResponse (const float *vector) const
void	SetInitialResponse (double response)
std::vector< GBRTree > &	Trees ()
const std::vector< GBRTree > &	Trees () const
virtual	~GBRForest ()

Protected Attributes
double	fInitialResponse
std::vector< GBRTree >	fTrees

Detailed Description

Definition at line 28 of file GBRForest.h.

Constructor & Destructor Documentation

GBRForest::GBRForest

(

)

GBRForest::GBRForest ( const TMVA::MethodBDT *  bdt )

explicit

virtual GBRForest::~GBRForest ( )

virtual

Member Function Documentation

double GBRForest::GetClassifier ( const float *  vector ) const

inline

Definition at line 60 of file GBRForest.h.

References create_public_lumi_plots::exp, and GetResponse().

Referenced by AntiElectronIDMVA5GBR::MVAValue(), reco::modules::MultiTrackSelector::processMVA(), and reco::modules::DuplicateTrackMerger::produce().

                                                                {
  double response = GetResponse(vector);
  return 2.0/(1.0+exp(-2.0*response))-1; //MVA output between -1 and 1
}

double GBRForest::GetResponse ( const float *  vector ) const

inline

Definition at line 51 of file GBRForest.h.

References fInitialResponse, and fTrees.

Referenced by RegressionHelper::applyCombinationRegression(), EpCombinationTool::combine(), EGEnergyCorrector::CorrectedEnergyWithError(), EGEnergyCorrector::CorrectedEnergyWithErrorV3(), PFPhotonAlgo::EvaluateGCorrMVA(), PFPhotonAlgo::EvaluateLCorrMVA(), PFPhotonAlgo::EvaluateResMVA(), GetClassifier(), RegressionHelper::getEcalRegression(), ElectronEnergyRegressionEvaluate::regressionUncertaintyNoTrkVar(), ElectronEnergyRegressionEvaluate::regressionUncertaintyNoTrkVarV1(), ElectronEnergyRegressionEvaluate::regressionUncertaintyWithSubClusters(), ElectronEnergyRegressionEvaluate::regressionUncertaintyWithTrkVar(), ElectronEnergyRegressionEvaluate::regressionUncertaintyWithTrkVarV1(), ElectronEnergyRegressionEvaluate::regressionUncertaintyWithTrkVarV2(), ElectronEnergyRegressionEvaluate::regressionValueNoTrkVar(), ElectronEnergyRegressionEvaluate::regressionValueNoTrkVarV1(), ElectronEnergyRegressionEvaluate::regressionValueWithSubClusters(), ElectronEnergyRegressionEvaluate::regressionValueWithTrkVar(), ElectronEnergyRegressionEvaluate::regressionValueWithTrkVarV1(), and ElectronEnergyRegressionEvaluate::regressionValueWithTrkVarV2().

                                                              {
  double response = fInitialResponse;
  for (std::vector<GBRTree>::const_iterator it=fTrees.begin(); it!=fTrees.end(); ++it) {
    response += it->GetResponse(vector);
  }
  return response;
}

void GBRForest::SetInitialResponse ( double  response )

inline

Definition at line 39 of file GBRForest.h.

References fInitialResponse.

{ fInitialResponse = response; }

std::vector<GBRTree>& GBRForest::Trees ( )

inline

Definition at line 41 of file GBRForest.h.

References fTrees.

{ return fTrees; }

const std::vector<GBRTree>& GBRForest::Trees ( ) const

inline

Definition at line 42 of file GBRForest.h.

References fTrees.

{ return fTrees; }

Member Data Documentation

double GBRForest::fInitialResponse

protected

Definition at line 45 of file GBRForest.h.

Referenced by GetResponse(), and SetInitialResponse().

std::vector<GBRTree> GBRForest::fTrees

protected

Definition at line 46 of file GBRForest.h.

Referenced by GetResponse(), and Trees().