ElectronEnergyRegressionEvaluate Class Reference

#include <ElectronEnergyRegressionEvaluate.h>

Public Types
enum	ElectronEnergyRegressionType {   kNoTrkVar, kNoTrkVarV1, kWithTrkVar, kWithTrkVarV1,   kWithTrkVarV2, kWithSubCluVar }

Public Member Functions
double	calculateRegressionEnergy (const reco::GsfElectron *ele, SuperClusterHelper &mySCHelper, double rho, double nvertices, bool printDebug=false)
double	calculateRegressionEnergyUncertainty (const reco::GsfElectron *ele, SuperClusterHelper &mySCHelper, double rho, double nvertices, bool printDebug=false)
	ElectronEnergyRegressionEvaluate ()
void	initialize (std::string weightsFile, ElectronEnergyRegressionEvaluate::ElectronEnergyRegressionType type)
bool	isInitialized () const
double	regressionUncertaintyNoTrkVar (double SCRawEnergy, double scEta, double scPhi, double R9, double etawidth, double phiwidth, double NClusters, double HoE, double rho, double vertices, double EtaSeed, double PhiSeed, double ESeed, double E3x3Seed, double E5x5Seed, double see, double spp, double sep, double EMaxSeed, double E2ndSeed, double ETopSeed, double EBottomSeed, double ELeftSeed, double ERightSeed, double E2x5MaxSeed, double E2x5TopSeed, double E2x5BottomSeed, double E2x5LeftSeed, double E2x5RightSeed, double IEtaSeed, double IPhiSeed, double EtaCrySeed, double PhiCrySeed, double PreShowerOverRaw, bool printDebug=false)
double	regressionUncertaintyNoTrkVarV1 (double SCRawEnergy, double scEta, double scPhi, double R9, double etawidth, double phiwidth, double NClusters, double HoE, double rho, double vertices, double EtaSeed, double PhiSeed, double ESeed, double E3x3Seed, double E5x5Seed, double see, double spp, double sep, double EMaxSeed, double E2ndSeed, double ETopSeed, double EBottomSeed, double ELeftSeed, double ERightSeed, double E2x5MaxSeed, double E2x5TopSeed, double E2x5BottomSeed, double E2x5LeftSeed, double E2x5RightSeed, double IEtaSeed, double IPhiSeed, double EtaCrySeed, double PhiCrySeed, double PreShowerOverRaw, int IsEcalDriven, bool printDebug=false)
double	regressionUncertaintyWithSubClusters (double SCRawEnergy, double scEta, double scPhi, double R9, double etawidth, double phiwidth, double NClusters, double HoE, double rho, double vertices, double EtaSeed, double PhiSeed, double ESeed, double E3x3Seed, double E5x5Seed, double see, double spp, double sep, double EMaxSeed, double E2ndSeed, double ETopSeed, double EBottomSeed, double ELeftSeed, double ERightSeed, double E2x5MaxSeed, double E2x5TopSeed, double E2x5BottomSeed, double E2x5LeftSeed, double E2x5RightSeed, double IEtaSeed, double IPhiSeed, double EtaCrySeed, double PhiCrySeed, double PreShowerOverRaw, double isEcalDriven, double isEtaGap, double isPhiGap, double isDeeGap, double ESubs, double ESub1, double EtaSub1, double PhiSub1, double EMaxSub1, double E3x3Sub1, double ESub2, double EtaSub2, double PhiSub2, double EMaxSub2, double E3x3Sub2, double ESub3, double EtaSub3, double PhiSub3, double EMaxSub3, double E3x3Sub3, double NPshwClusters, double EPshwSubs, double EPshwSub1, double EtaPshwSub1, double PhiPshwSub1, double EPshwSub2, double EtaPshwSub2, double PhiPshwSub2, double EPshwSub3, double EtaPshwSub3, double PhiPshwSub3, bool isEB, bool printDebug=false)
double	regressionUncertaintyWithTrkVar (double electronP, double SCRawEnergy, double scEta, double scPhi, double R9, double etawidth, double phiwidth, double NClusters, double HoE, double rho, double vertices, double EtaSeed, double PhiSeed, double ESeed, double E3x3Seed, double E5x5Seed, double see, double spp, double sep, double EMaxSeed, double E2ndSeed, double ETopSeed, double EBottomSeed, double ELeftSeed, double ERightSeed, double E2x5MaxSeed, double E2x5TopSeed, double E2x5BottomSeed, double E2x5LeftSeed, double E2x5RightSeed, double pt, double GsfTrackPIn, double fbrem, double Charge, double EoP, double IEtaSeed, double IPhiSeed, double EtaCrySeed, double PhiCrySeed, double PreShowerOverRaw, bool printDebug=false)
double	regressionUncertaintyWithTrkVarV1 (double SCRawEnergy, double scEta, double scPhi, double R9, double etawidth, double phiwidth, double NClusters, double HoE, double rho, double vertices, double EtaSeed, double PhiSeed, double ESeed, double E3x3Seed, double E5x5Seed, double see, double spp, double sep, double EMaxSeed, double E2ndSeed, double ETopSeed, double EBottomSeed, double ELeftSeed, double ERightSeed, double E2x5MaxSeed, double E2x5TopSeed, double E2x5BottomSeed, double E2x5LeftSeed, double E2x5RightSeed, double IEtaSeed, double IPhiSeed, double EtaCrySeed, double PhiCrySeed, double PreShowerOverRaw, int IsEcalDriven, double GsfTrackPIn, double fbrem, double Charge, double EoP, double TrackMomentumError, double EcalEnergyError, int Classification, bool printDebug=false)
double	regressionUncertaintyWithTrkVarV1 (std::vector< double > &inputvars, bool printDebug=false)
double	regressionUncertaintyWithTrkVarV2 (double SCRawEnergy, double scEta, double scPhi, double R9, double etawidth, double phiwidth, double NClusters, double HoE, double rho, double vertices, double EtaSeed, double PhiSeed, double ESeed, double E3x3Seed, double E5x5Seed, double see, double spp, double sep, double EMaxSeed, double E2ndSeed, double ETopSeed, double EBottomSeed, double ELeftSeed, double ERightSeed, double E2x5MaxSeed, double E2x5TopSeed, double E2x5BottomSeed, double E2x5LeftSeed, double E2x5RightSeed, double IEtaSeed, double IPhiSeed, double EtaCrySeed, double PhiCrySeed, double PreShowerOverRaw, int IsEcalDriven, double GsfTrackPIn, double fbrem, double Charge, double EoP, double TrackMomentumError, double EcalEnergyError, int Classification, double detaIn, double dphiIn, double detaCalo, double dphiCalo, double GsfTrackChiSqr, double KFTrackNLayers, double ElectronEnergyOverPout, bool printDebug=false)
double	regressionUncertaintyWithTrkVarV2 (std::vector< double > &inputvars, bool printDebug=false)
double	regressionValueNoTrkVar (double SCRawEnergy, double scEta, double scPhi, double R9, double etawidth, double phiwidth, double NClusters, double HoE, double rho, double vertices, double EtaSeed, double PhiSeed, double ESeed, double E3x3Seed, double E5x5Seed, double see, double spp, double sep, double EMaxSeed, double E2ndSeed, double ETopSeed, double EBottomSeed, double ELeftSeed, double ERightSeed, double E2x5MaxSeed, double E2x5TopSeed, double E2x5BottomSeed, double E2x5LeftSeed, double E2x5RightSeed, double IEtaSeed, double IPhiSeed, double EtaCrySeed, double PhiCrySeed, double PreShowerOverRaw, bool printDebug=false)
double	regressionValueNoTrkVarV1 (double SCRawEnergy, double scEta, double scPhi, double R9, double etawidth, double phiwidth, double NClusters, double HoE, double rho, double vertices, double EtaSeed, double PhiSeed, double ESeed, double E3x3Seed, double E5x5Seed, double see, double spp, double sep, double EMaxSeed, double E2ndSeed, double ETopSeed, double EBottomSeed, double ELeftSeed, double ERightSeed, double E2x5MaxSeed, double E2x5TopSeed, double E2x5BottomSeed, double E2x5LeftSeed, double E2x5RightSeed, double IEtaSeed, double IPhiSeed, double EtaCrySeed, double PhiCrySeed, double PreShowerOverRaw, int IsEcalDriven, bool printDebug=false)
double	regressionValueWithSubClusters (double SCRawEnergy, double scEta, double scPhi, double R9, double etawidth, double phiwidth, double NClusters, double HoE, double rho, double vertices, double EtaSeed, double PhiSeed, double ESeed, double E3x3Seed, double E5x5Seed, double see, double spp, double sep, double EMaxSeed, double E2ndSeed, double ETopSeed, double EBottomSeed, double ELeftSeed, double ERightSeed, double E2x5MaxSeed, double E2x5TopSeed, double E2x5BottomSeed, double E2x5LeftSeed, double E2x5RightSeed, double IEtaSeed, double IPhiSeed, double EtaCrySeed, double PhiCrySeed, double PreShowerOverRaw, double isEcalDriven, double isEtaGap, double isPhiGap, double isDeeGap, double ESubs, double ESub1, double EtaSub1, double PhiSub1, double EMaxSub1, double E3x3Sub1, double ESub2, double EtaSub2, double PhiSub2, double EMaxSub2, double E3x3Sub2, double ESub3, double EtaSub3, double PhiSub3, double EMaxSub3, double E3x3Sub3, double NPshwClusters, double EPshwSubs, double EPshwSub1, double EtaPshwSub1, double PhiPshwSub1, double EPshwSub2, double EtaPshwSub2, double PhiPshwSub2, double EPshwSub3, double EtaPshwSub3, double PhiPshwSub3, bool isEB, bool printDebug=false)
double	regressionValueWithTrkVar (double electronP, double SCRawEnergy, double scEta, double scPhi, double R9, double etawidth, double phiwidth, double NClusters, double HoE, double rho, double vertices, double EtaSeed, double PhiSeed, double ESeed, double E3x3Seed, double E5x5Seed, double see, double spp, double sep, double EMaxSeed, double E2ndSeed, double ETopSeed, double EBottomSeed, double ELeftSeed, double ERightSeed, double E2x5MaxSeed, double E2x5TopSeed, double E2x5BottomSeed, double E2x5LeftSeed, double E2x5RightSeed, double pt, double GsfTrackPIn, double fbrem, double Charge, double EoP, double IEtaSeed, double IPhiSeed, double EtaCrySeed, double PhiCrySeed, double PreShowerOverRaw, bool printDebug=false)
double	regressionValueWithTrkVarV1 (double SCRawEnergy, double scEta, double scPhi, double R9, double etawidth, double phiwidth, double NClusters, double HoE, double rho, double vertices, double EtaSeed, double PhiSeed, double ESeed, double E3x3Seed, double E5x5Seed, double see, double spp, double sep, double EMaxSeed, double E2ndSeed, double ETopSeed, double EBottomSeed, double ELeftSeed, double ERightSeed, double E2x5MaxSeed, double E2x5TopSeed, double E2x5BottomSeed, double E2x5LeftSeed, double E2x5RightSeed, double IEtaSeed, double IPhiSeed, double EtaCrySeed, double PhiCrySeed, double PreShowerOverRaw, int IsEcalDriven, double GsfTrackPIn, double fbrem, double Charge, double EoP, double TrackMomentumError, double EcalEnergyError, int Classification, bool printDebug=false)
double	regressionValueWithTrkVarV1 (std::vector< double > &inputvars, bool printDebug=false)
double	regressionValueWithTrkVarV2 (double SCRawEnergy, double scEta, double scPhi, double R9, double etawidth, double phiwidth, double NClusters, double HoE, double rho, double vertices, double EtaSeed, double PhiSeed, double ESeed, double E3x3Seed, double E5x5Seed, double see, double spp, double sep, double EMaxSeed, double E2ndSeed, double ETopSeed, double EBottomSeed, double ELeftSeed, double ERightSeed, double E2x5MaxSeed, double E2x5TopSeed, double E2x5BottomSeed, double E2x5LeftSeed, double E2x5RightSeed, double IEtaSeed, double IPhiSeed, double EtaCrySeed, double PhiCrySeed, double PreShowerOverRaw, int IsEcalDriven, double GsfTrackPIn, double fbrem, double Charge, double EoP, double TrackMomentumError, double EcalEnergyError, int Classification, double detaIn, double dphiIn, double detaCalo, double dphiCalo, double GsfTrackChiSqr, double KFTrackNLayers, double ElectronEnergyOverPout, bool printDebug=false)
double	regressionValueWithTrkVarV2 (std::vector< double > &inputvars, bool printDebug=false)
	~ElectronEnergyRegressionEvaluate ()

Private Attributes
bool	fIsInitialized
GBRForest *	forestCorrection_eb
GBRForest *	forestCorrection_ee
GBRForest *	forestUncertainty_eb
GBRForest *	forestUncertainty_ee
ElectronEnergyRegressionEvaluate::ElectronEnergyRegressionType	fVersionType

Detailed Description

–> NOTE if you want to use this class as standalone without the CMSSW part you need to uncomment the below line and compile normally with scramv1 b Then you need just to load it in your root macro the lib with the correct path, eg: gSystem->Load("/data/benedet/CMSSW_5_2_2/lib/slc5_amd64_gcc462/pluginEGammaEGammaAnalysisTools.so");

Definition at line 35 of file ElectronEnergyRegressionEvaluate.h.

Member Enumeration Documentation

enum ElectronEnergyRegressionEvaluate::ElectronEnergyRegressionType

Enumerator
kNoTrkVar
kNoTrkVarV1
kWithTrkVar
kWithTrkVarV1
kWithTrkVarV2
kWithSubCluVar

Definition at line 40 of file ElectronEnergyRegressionEvaluate.h.

                                    {
    kNoTrkVar,
    kNoTrkVarV1,
    kWithTrkVar,
    kWithTrkVarV1,
    kWithTrkVarV2,
    kWithSubCluVar
  };

Constructor & Destructor Documentation

ElectronEnergyRegressionEvaluate::ElectronEnergyRegressionEvaluate

(

)

Definition at line 16 of file ElectronEnergyRegressionEvaluate.cc.

                                                                   : 
  fIsInitialized(kFALSE),
  fVersionType(kNoTrkVar),
  forestCorrection_eb(nullptr), 
  forestCorrection_ee(nullptr), 
  forestUncertainty_eb(nullptr), 
  forestUncertainty_ee(nullptr) {
}

ElectronEnergyRegressionEvaluate::~ElectronEnergyRegressionEvaluate

(

)

Definition at line 25 of file ElectronEnergyRegressionEvaluate.cc.

{}

Member Function Documentation

double ElectronEnergyRegressionEvaluate::calculateRegressionEnergy	(	const reco::GsfElectron *	ele,
		SuperClusterHelper &	mySCHelper,
		double	rho,
		double	nvertices,
		bool	printDebug = false
	)

Definition at line 55 of file ElectronEnergyRegressionEvaluate.cc.

References funct::abs(), reco::LeafCandidate::charge(), reco::GsfElectron::classification(), reco::GsfElectron::closestCtfTrackRef(), SuperClusterHelper::clustersSize(), reco::GsfElectron::correctedEcalEnergyError(), gather_cfg::cout, reco::GsfElectron::deltaEtaSeedClusterTrackAtCalo(), reco::GsfElectron::deltaEtaSuperClusterTrackAtVtx(), reco::GsfElectron::deltaPhiSeedClusterTrackAtCalo(), reco::GsfElectron::deltaPhiSuperClusterTrackAtVtx(), SuperClusterHelper::e2nd(), SuperClusterHelper::e2x5Bottom(), SuperClusterHelper::e2x5Left(), SuperClusterHelper::e2x5Max(), SuperClusterHelper::e2x5Right(), SuperClusterHelper::e2x5Top(), SuperClusterHelper::e3x3(), SuperClusterHelper::e5x5(), SuperClusterHelper::eBottom(), reco::GsfElectron::ecalDrivenSeed(), reco::GsfElectron::eEleClusterOverPout(), SuperClusterHelper::eESClusters(), SuperClusterHelper::eLeft(), SuperClusterHelper::eMax(), SuperClusterHelper::eRight(), SuperClusterHelper::esClusterEnergy(), SuperClusterHelper::esClusterEta(), SuperClusterHelper::esClusterPhi(), SuperClusterHelper::eSubClusters(), reco::GsfElectron::eSuperClusterOverP(), SuperClusterHelper::eta(), reco::LeafCandidate::eta(), SuperClusterHelper::etaCrySeed(), SuperClusterHelper::etaWidth(), SuperClusterHelper::eTop(), reco::GsfElectron::fbrem(), fIsInitialized, fVersionType, reco::GsfElectron::gsfTrack(), SuperClusterHelper::hadronicOverEm(), SuperClusterHelper::ietaSeed(), SuperClusterHelper::iphiSeed(), reco::GsfElectron::isEB(), reco::GsfElectron::isEBEtaGap(), reco::GsfElectron::isEBPhiGap(), reco::GsfElectron::isEEDeeGap(), edm::Ref< C, T, F >::isNonnull(), kNoTrkVar, kNoTrkVarV1, kWithSubCluVar, kWithTrkVarV1, kWithTrkVarV2, SuperClusterHelper::nPreshowerClusters(), reco::LeafCandidate::p(), SuperClusterHelper::phi(), reco::LeafCandidate::phi(), SuperClusterHelper::phiCrySeed(), SuperClusterHelper::phiWidth(), SuperClusterHelper::preshowerEnergyOverRaw(), reco::LeafCandidate::pt(), SuperClusterHelper::r9(), SuperClusterHelper::rawEnergy(), regressionValueNoTrkVar(), regressionValueNoTrkVarV1(), regressionValueWithSubClusters(), regressionValueWithTrkVarV1(), regressionValueWithTrkVarV2(), rho, SuperClusterHelper::seedEnergy(), SuperClusterHelper::seedEta(), SuperClusterHelper::seedPhi(), SuperClusterHelper::sep(), SuperClusterHelper::sigmaIetaIeta(), SuperClusterHelper::spp(), SuperClusterHelper::subClusterE3x3(), SuperClusterHelper::subClusterEmax(), SuperClusterHelper::subClusterEnergy(), SuperClusterHelper::subClusterEta(), SuperClusterHelper::subClusterPhi(), reco::GsfElectron::trackMomentumAtVtx(), and reco::GsfElectron::trackMomentumError().

Referenced by ElectronRegressionEnergyProducer::filter(), and isInitialized().

                                                                                    {
  
  if (!fIsInitialized) {
    std::cout << "Error: Electron Energy Regression has not been initialized yet. return 0. \n";
    return 0;
  }

  
  if (printDebug) {
    std::cout << "Regression Type: " << fVersionType << std::endl;
    std::cout << "Electron : " << ele->pt() << " " << ele->eta() << " " << ele->phi() << "\n";
  }

  if (fVersionType == kNoTrkVar) {
      return regressionValueNoTrkVar(
              mySCHelper.rawEnergy(),
              mySCHelper.eta(),
              mySCHelper.phi(),
              mySCHelper.r9(),
              mySCHelper.etaWidth(),
              mySCHelper.phiWidth(),
              mySCHelper.clustersSize(),
              mySCHelper.hadronicOverEm(),
              rho, 
              nvertices, 
              mySCHelper.seedEta(),
              mySCHelper.seedPhi(),
              mySCHelper.seedEnergy(),
              mySCHelper.e3x3(),
              mySCHelper.e5x5(),
              mySCHelper.sigmaIetaIeta(),
              mySCHelper.spp(),
              mySCHelper.sep(),
              mySCHelper.eMax(),
              mySCHelper.e2nd(),
              mySCHelper.eTop(),
              mySCHelper.eBottom(),
              mySCHelper.eLeft(),
              mySCHelper.eRight(),
              mySCHelper.e2x5Max(),
              mySCHelper.e2x5Top(),
              mySCHelper.e2x5Bottom(),
              mySCHelper.e2x5Left(),
              mySCHelper.e2x5Right(),
              mySCHelper.ietaSeed(),
              mySCHelper.iphiSeed(),
              mySCHelper.etaCrySeed(),
              mySCHelper.phiCrySeed(),
              mySCHelper.preshowerEnergyOverRaw(),
              printDebug
                  );
  } 
  if (fVersionType == kWithSubCluVar) {
      return regressionValueWithSubClusters(
              mySCHelper.rawEnergy(),
              mySCHelper.eta(),
              mySCHelper.phi(),
              mySCHelper.r9(),
              mySCHelper.etaWidth(),
              mySCHelper.phiWidth(),
              mySCHelper.clustersSize(),
              mySCHelper.hadronicOverEm(),
              rho, 
              nvertices, 
              mySCHelper.seedEta(),
              mySCHelper.seedPhi(),
              mySCHelper.seedEnergy(),
              mySCHelper.e3x3(),
              mySCHelper.e5x5(),
              mySCHelper.sigmaIetaIeta(),
              mySCHelper.spp(),
              mySCHelper.sep(),
              mySCHelper.eMax(),
              mySCHelper.e2nd(),
              mySCHelper.eTop(),
              mySCHelper.eBottom(),
              mySCHelper.eLeft(),
              mySCHelper.eRight(),
              mySCHelper.e2x5Max(),
              mySCHelper.e2x5Top(),
              mySCHelper.e2x5Bottom(),
              mySCHelper.e2x5Left(),
              mySCHelper.e2x5Right(),
              mySCHelper.ietaSeed(),
              mySCHelper.iphiSeed(),
              mySCHelper.etaCrySeed(),
              mySCHelper.phiCrySeed(),
              mySCHelper.preshowerEnergyOverRaw(),
              ele->ecalDrivenSeed(),
              ele->isEBEtaGap(),
              ele->isEBPhiGap(),
              ele->isEEDeeGap(),
              mySCHelper.eSubClusters(),
              mySCHelper.subClusterEnergy(1),
              mySCHelper.subClusterEta(1),
              mySCHelper.subClusterPhi(1),
              mySCHelper.subClusterEmax(1),
              mySCHelper.subClusterE3x3(1),
              mySCHelper.subClusterEnergy(2),
              mySCHelper.subClusterEta(2),
              mySCHelper.subClusterPhi(2),
              mySCHelper.subClusterEmax(2),
              mySCHelper.subClusterE3x3(2),
              mySCHelper.subClusterEnergy(3),
              mySCHelper.subClusterEta(3),
              mySCHelper.subClusterPhi(3),
              mySCHelper.subClusterEmax(3),
              mySCHelper.subClusterE3x3(3),
              mySCHelper.nPreshowerClusters(),
              mySCHelper.eESClusters(),
              mySCHelper.esClusterEnergy(0),
              mySCHelper.esClusterEta(0),
              mySCHelper.esClusterPhi(0),
              mySCHelper.esClusterEnergy(1),
              mySCHelper.esClusterEta(1),
              mySCHelper.esClusterPhi(1),
              mySCHelper.esClusterEnergy(2),
              mySCHelper.esClusterEta(2),
              mySCHelper.esClusterPhi(2),
              ele->isEB(),
              printDebug
                  );
  }
  else if (fVersionType == kNoTrkVarV1) {
      return regressionValueNoTrkVarV1(
              mySCHelper.rawEnergy(),
              mySCHelper.eta(),
              mySCHelper.phi(),
              mySCHelper.r9(),
              mySCHelper.etaWidth(),
              mySCHelper.phiWidth(),
              mySCHelper.clustersSize(),
              mySCHelper.hadronicOverEm(),
              rho, 
              nvertices, 
              mySCHelper.seedEta(),
              mySCHelper.seedPhi(),
              mySCHelper.seedEnergy(),
              mySCHelper.e3x3(),
              mySCHelper.e5x5(),
              mySCHelper.sigmaIetaIeta(),
              mySCHelper.spp(),
              mySCHelper.sep(),
              mySCHelper.eMax(),
              mySCHelper.e2nd(),
              mySCHelper.eTop(),
              mySCHelper.eBottom(),
              mySCHelper.eLeft(),
              mySCHelper.eRight(),
              mySCHelper.e2x5Max(),
              mySCHelper.e2x5Top(),
              mySCHelper.e2x5Bottom(),
              mySCHelper.e2x5Left(),
              mySCHelper.e2x5Right(),
              mySCHelper.ietaSeed(),
              mySCHelper.iphiSeed(),
              mySCHelper.etaCrySeed(),
              mySCHelper.phiCrySeed(),
              mySCHelper.preshowerEnergyOverRaw(),
              ele->ecalDrivenSeed(),
              printDebug
                  );
  } 
  else if (fVersionType == kWithTrkVarV1) {
      return regressionValueWithTrkVarV1(
              mySCHelper.rawEnergy(),
              mySCHelper.eta(),
              mySCHelper.phi(),
              mySCHelper.r9(),
              mySCHelper.etaWidth(),
              mySCHelper.phiWidth(),
              mySCHelper.clustersSize(),
              mySCHelper.hadronicOverEm(),
              rho, 
              nvertices, 
              mySCHelper.seedEta(),
              mySCHelper.seedPhi(),
              mySCHelper.seedEnergy(),
              mySCHelper.e3x3(),
              mySCHelper.e5x5(),
              mySCHelper.sigmaIetaIeta(),
              mySCHelper.spp(),
              mySCHelper.sep(),
              mySCHelper.eMax(),
              mySCHelper.e2nd(),
              mySCHelper.eTop(),
              mySCHelper.eBottom(),
              mySCHelper.eLeft(),
              mySCHelper.eRight(),
              mySCHelper.e2x5Max(),
              mySCHelper.e2x5Top(),
              mySCHelper.e2x5Bottom(),
              mySCHelper.e2x5Left(),
              mySCHelper.e2x5Right(),
              mySCHelper.ietaSeed(),
              mySCHelper.iphiSeed(),
              mySCHelper.etaCrySeed(),
              mySCHelper.phiCrySeed(),
              mySCHelper.preshowerEnergyOverRaw(),
              ele->ecalDrivenSeed(),
              ele->trackMomentumAtVtx().R(),
              fmax(ele->fbrem(),-1.0),
              ele->charge(),
              fmin(ele->eSuperClusterOverP(), 20.0),
              ele->trackMomentumError(),
              ele->correctedEcalEnergyError(),
              ele->classification(),                                    
              printDebug
                  );
  } 
  else if (fVersionType == kWithTrkVarV2) {
      return regressionValueWithTrkVarV2(
              mySCHelper.rawEnergy(),
              mySCHelper.eta(),
              mySCHelper.phi(),
              mySCHelper.r9(),
              mySCHelper.etaWidth(),
              mySCHelper.phiWidth(),
              mySCHelper.clustersSize(),
              mySCHelper.hadronicOverEm(),
              rho, 
              nvertices, 
              mySCHelper.seedEta(),
              mySCHelper.seedPhi(),
              mySCHelper.seedEnergy(),
              mySCHelper.e3x3(),
              mySCHelper.e5x5(),
              mySCHelper.sigmaIetaIeta(),
              mySCHelper.spp(),
              mySCHelper.sep(),
              mySCHelper.eMax(),
              mySCHelper.e2nd(),
              mySCHelper.eTop(),
              mySCHelper.eBottom(),
              mySCHelper.eLeft(),
              mySCHelper.eRight(),
              mySCHelper.e2x5Max(),
              mySCHelper.e2x5Top(),
              mySCHelper.e2x5Bottom(),
              mySCHelper.e2x5Left(),
              mySCHelper.e2x5Right(),
              mySCHelper.ietaSeed(),
              mySCHelper.iphiSeed(),
              mySCHelper.etaCrySeed(),
              mySCHelper.phiCrySeed(),
              mySCHelper.preshowerEnergyOverRaw(),
              ele->ecalDrivenSeed(),
              ele->trackMomentumAtVtx().R(),
              fmax(ele->fbrem(),-1.0),
              ele->charge(),
              fmin(ele->eSuperClusterOverP(), 20.0),
              ele->trackMomentumError(),
              ele->correctedEcalEnergyError(),
              ele->classification(),     
              fmin(std::abs(ele->deltaEtaSuperClusterTrackAtVtx()), 0.6),
              ele->deltaPhiSuperClusterTrackAtVtx(),
              ele->deltaEtaSeedClusterTrackAtCalo(),
              ele->deltaPhiSeedClusterTrackAtCalo(),
              ele->gsfTrack()->chi2() / ele->gsfTrack()->ndof(),
              (ele->closestCtfTrackRef().isNonnull() ? ele->closestCtfTrackRef()->hitPattern().trackerLayersWithMeasurement() : -1), 
              fmin(ele->eEleClusterOverPout(),20.0),
              printDebug
                  );
  } 
  else {
    std::cout << "Warning: Electron Regression Type " << fVersionType << " is not supported. Reverting to default electron momentum.\n"; 
    return ele->p();
  }

  
}

double ElectronEnergyRegressionEvaluate::calculateRegressionEnergyUncertainty	(	const reco::GsfElectron *	ele,
		SuperClusterHelper &	mySCHelper,
		double	rho,
		double	nvertices,
		bool	printDebug = false
	)

Definition at line 330 of file ElectronEnergyRegressionEvaluate.cc.

References funct::abs(), reco::LeafCandidate::charge(), reco::GsfElectron::classification(), reco::GsfElectron::closestCtfTrackRef(), SuperClusterHelper::clustersSize(), reco::GsfElectron::correctedEcalEnergyError(), gather_cfg::cout, reco::GsfElectron::deltaEtaSeedClusterTrackAtCalo(), reco::GsfElectron::deltaEtaSuperClusterTrackAtVtx(), reco::GsfElectron::deltaPhiSeedClusterTrackAtCalo(), reco::GsfElectron::deltaPhiSuperClusterTrackAtVtx(), SuperClusterHelper::e2nd(), SuperClusterHelper::e2x5Bottom(), SuperClusterHelper::e2x5Left(), SuperClusterHelper::e2x5Max(), SuperClusterHelper::e2x5Right(), SuperClusterHelper::e2x5Top(), SuperClusterHelper::e3x3(), SuperClusterHelper::e5x5(), SuperClusterHelper::eBottom(), reco::GsfElectron::ecalDrivenSeed(), reco::GsfElectron::eEleClusterOverPout(), SuperClusterHelper::eESClusters(), SuperClusterHelper::eLeft(), SuperClusterHelper::eMax(), SuperClusterHelper::eRight(), SuperClusterHelper::esClusterEnergy(), SuperClusterHelper::esClusterEta(), SuperClusterHelper::esClusterPhi(), SuperClusterHelper::eSubClusters(), reco::GsfElectron::eSuperClusterOverP(), SuperClusterHelper::eta(), reco::LeafCandidate::eta(), SuperClusterHelper::etaCrySeed(), SuperClusterHelper::etaWidth(), SuperClusterHelper::eTop(), reco::GsfElectron::fbrem(), fIsInitialized, fVersionType, reco::GsfElectron::gsfTrack(), SuperClusterHelper::hadronicOverEm(), SuperClusterHelper::ietaSeed(), SuperClusterHelper::iphiSeed(), reco::GsfElectron::isEB(), reco::GsfElectron::isEBEtaGap(), reco::GsfElectron::isEBPhiGap(), reco::GsfElectron::isEEDeeGap(), edm::Ref< C, T, F >::isNonnull(), kNoTrkVar, kNoTrkVarV1, kWithSubCluVar, kWithTrkVarV1, kWithTrkVarV2, SuperClusterHelper::nPreshowerClusters(), reco::LeafCandidate::p(), SuperClusterHelper::phi(), reco::LeafCandidate::phi(), SuperClusterHelper::phiCrySeed(), SuperClusterHelper::phiWidth(), SuperClusterHelper::preshowerEnergyOverRaw(), reco::LeafCandidate::pt(), SuperClusterHelper::r9(), SuperClusterHelper::rawEnergy(), regressionUncertaintyNoTrkVar(), regressionUncertaintyNoTrkVarV1(), regressionUncertaintyWithSubClusters(), regressionUncertaintyWithTrkVarV1(), regressionUncertaintyWithTrkVarV2(), rho, SuperClusterHelper::seedEnergy(), SuperClusterHelper::seedEta(), SuperClusterHelper::seedPhi(), SuperClusterHelper::sep(), SuperClusterHelper::sigmaIetaIeta(), SuperClusterHelper::spp(), SuperClusterHelper::subClusterE3x3(), SuperClusterHelper::subClusterEmax(), SuperClusterHelper::subClusterEnergy(), SuperClusterHelper::subClusterEta(), SuperClusterHelper::subClusterPhi(), reco::GsfElectron::trackMomentumAtVtx(), and reco::GsfElectron::trackMomentumError().

Referenced by ElectronRegressionEnergyProducer::filter(), and isInitialized().

                         {
  
  if (!fIsInitialized) {
    std::cout << "Error: Electron Energy Regression has not been initialized yet. return 0. \n";
    return 0;
  }

  
  if (printDebug) {
    std::cout << "Regression Type: " << fVersionType << std::endl;
    std::cout << "Electron : " << ele->pt() << " " << ele->eta() << " " << ele->phi() << "\n";
  }

  if (fVersionType == kNoTrkVar) {
      return regressionUncertaintyNoTrkVar(
              mySCHelper.rawEnergy(),
              mySCHelper.eta(),
              mySCHelper.phi(),
              mySCHelper.r9(),
              mySCHelper.etaWidth(),
              mySCHelper.phiWidth(),
              mySCHelper.clustersSize(),
              mySCHelper.hadronicOverEm(),
              rho, 
              nvertices, 
              mySCHelper.seedEta(),
              mySCHelper.seedPhi(),
              mySCHelper.seedEnergy(),
              mySCHelper.e3x3(),
              mySCHelper.e5x5(),
              mySCHelper.sigmaIetaIeta(),
              mySCHelper.spp(),
              mySCHelper.sep(),
              mySCHelper.eMax(),
              mySCHelper.e2nd(),
              mySCHelper.eTop(),
              mySCHelper.eBottom(),
              mySCHelper.eLeft(),
              mySCHelper.eRight(),
              mySCHelper.e2x5Max(),
              mySCHelper.e2x5Top(),
              mySCHelper.e2x5Bottom(),
              mySCHelper.e2x5Left(),
              mySCHelper.e2x5Right(),
              mySCHelper.ietaSeed(),
              mySCHelper.iphiSeed(),
              mySCHelper.etaCrySeed(),
              mySCHelper.phiCrySeed(),
              mySCHelper.preshowerEnergyOverRaw(),
              printDebug
                  );
  } 
  if (fVersionType == kWithSubCluVar) {
      return regressionUncertaintyWithSubClusters(
              mySCHelper.rawEnergy(),
              mySCHelper.eta(),
              mySCHelper.phi(),
              mySCHelper.r9(),
              mySCHelper.etaWidth(),
              mySCHelper.phiWidth(),
              mySCHelper.clustersSize(),
              mySCHelper.hadronicOverEm(),
              rho, 
              nvertices, 
              mySCHelper.seedEta(),
              mySCHelper.seedPhi(),
              mySCHelper.seedEnergy(),
              mySCHelper.e3x3(),
              mySCHelper.e5x5(),
              mySCHelper.sigmaIetaIeta(),
              mySCHelper.spp(),
              mySCHelper.sep(),
              mySCHelper.eMax(),
              mySCHelper.e2nd(),
              mySCHelper.eTop(),
              mySCHelper.eBottom(),
              mySCHelper.eLeft(),
              mySCHelper.eRight(),
              mySCHelper.e2x5Max(),
              mySCHelper.e2x5Top(),
              mySCHelper.e2x5Bottom(),
              mySCHelper.e2x5Left(),
              mySCHelper.e2x5Right(),
              mySCHelper.ietaSeed(),
              mySCHelper.iphiSeed(),
              mySCHelper.etaCrySeed(),
              mySCHelper.phiCrySeed(),
              mySCHelper.preshowerEnergyOverRaw(),
              ele->ecalDrivenSeed(),
              ele->isEBEtaGap(),
              ele->isEBPhiGap(),
              ele->isEEDeeGap(),
              mySCHelper.eSubClusters(),
              mySCHelper.subClusterEnergy(1),
              mySCHelper.subClusterEta(1),
              mySCHelper.subClusterPhi(1),
              mySCHelper.subClusterEmax(1),
              mySCHelper.subClusterE3x3(1),
              mySCHelper.subClusterEnergy(2),
              mySCHelper.subClusterEta(2),
              mySCHelper.subClusterPhi(2),
              mySCHelper.subClusterEmax(2),
              mySCHelper.subClusterE3x3(2),
              mySCHelper.subClusterEnergy(3),
              mySCHelper.subClusterEta(3),
              mySCHelper.subClusterPhi(3),
              mySCHelper.subClusterEmax(3),
              mySCHelper.subClusterE3x3(3),
              mySCHelper.nPreshowerClusters(),
              mySCHelper.eESClusters(),
              mySCHelper.esClusterEnergy(0),
              mySCHelper.esClusterEta(0),
              mySCHelper.esClusterPhi(0),
              mySCHelper.esClusterEnergy(1),
              mySCHelper.esClusterEta(1),
              mySCHelper.esClusterPhi(1),
              mySCHelper.esClusterEnergy(2),
              mySCHelper.esClusterEta(2),
              mySCHelper.esClusterPhi(2),
              ele->isEB(),
              printDebug
                  );
  }
  else if (fVersionType == kNoTrkVarV1) {
      return regressionUncertaintyNoTrkVarV1(
              mySCHelper.rawEnergy(),
              mySCHelper.eta(),
              mySCHelper.phi(),
              mySCHelper.r9(),
              mySCHelper.etaWidth(),
              mySCHelper.phiWidth(),
              mySCHelper.clustersSize(),
              mySCHelper.hadronicOverEm(),
              rho, 
              nvertices, 
              mySCHelper.seedEta(),
              mySCHelper.seedPhi(),
              mySCHelper.seedEnergy(),
              mySCHelper.e3x3(),
              mySCHelper.e5x5(),
              mySCHelper.sigmaIetaIeta(),
              mySCHelper.spp(),
              mySCHelper.sep(),
              mySCHelper.eMax(),
              mySCHelper.e2nd(),
              mySCHelper.eTop(),
              mySCHelper.eBottom(),
              mySCHelper.eLeft(),
              mySCHelper.eRight(),
              mySCHelper.e2x5Max(),
              mySCHelper.e2x5Top(),
              mySCHelper.e2x5Bottom(),
              mySCHelper.e2x5Left(),
              mySCHelper.e2x5Right(),
              mySCHelper.ietaSeed(),
              mySCHelper.iphiSeed(),
              mySCHelper.etaCrySeed(),
              mySCHelper.phiCrySeed(),
              mySCHelper.preshowerEnergyOverRaw(),
              ele->ecalDrivenSeed(),
              printDebug
                  );
  } 
  else if (fVersionType == kWithTrkVarV1) {
      return regressionUncertaintyWithTrkVarV1(
              mySCHelper.rawEnergy(),
              mySCHelper.eta(),
              mySCHelper.phi(),
              mySCHelper.r9(),
              mySCHelper.etaWidth(),
              mySCHelper.phiWidth(),
              mySCHelper.clustersSize(),
              mySCHelper.hadronicOverEm(),
              rho, 
              nvertices, 
              mySCHelper.seedEta(),
              mySCHelper.seedPhi(),
              mySCHelper.seedEnergy(),
              mySCHelper.e3x3(),
              mySCHelper.e5x5(),
              mySCHelper.sigmaIetaIeta(),
              mySCHelper.spp(),
              mySCHelper.sep(),
              mySCHelper.eMax(),
              mySCHelper.e2nd(),
              mySCHelper.eTop(),
              mySCHelper.eBottom(),
              mySCHelper.eLeft(),
              mySCHelper.eRight(),
              mySCHelper.e2x5Max(),
              mySCHelper.e2x5Top(),
              mySCHelper.e2x5Bottom(),
              mySCHelper.e2x5Left(),
              mySCHelper.e2x5Right(),
              mySCHelper.ietaSeed(),
              mySCHelper.iphiSeed(),
              mySCHelper.etaCrySeed(),
              mySCHelper.phiCrySeed(),
              mySCHelper.preshowerEnergyOverRaw(),
              ele->ecalDrivenSeed(),
              ele->trackMomentumAtVtx().R(),
              fmax(ele->fbrem(),-1.0),
              ele->charge(),
              fmin(ele->eSuperClusterOverP(), 20.0),
              ele->trackMomentumError(),
              ele->correctedEcalEnergyError(),
              ele->classification(),                                    
              printDebug
                  );
  } 
  else if (fVersionType == kWithTrkVarV2) {
      return regressionUncertaintyWithTrkVarV2(
              mySCHelper.rawEnergy(),
              mySCHelper.eta(),
              mySCHelper.phi(),
              mySCHelper.r9(),
              mySCHelper.etaWidth(),
              mySCHelper.phiWidth(),
              mySCHelper.clustersSize(),
              mySCHelper.hadronicOverEm(),
              rho, 
              nvertices, 
              mySCHelper.seedEta(),
              mySCHelper.seedPhi(),
              mySCHelper.seedEnergy(),
              mySCHelper.e3x3(),
              mySCHelper.e5x5(),
              mySCHelper.sigmaIetaIeta(),
              mySCHelper.spp(),
              mySCHelper.sep(),
              mySCHelper.eMax(),
              mySCHelper.e2nd(),
              mySCHelper.eTop(),
              mySCHelper.eBottom(),
              mySCHelper.eLeft(),
              mySCHelper.eRight(),
              mySCHelper.e2x5Max(),
              mySCHelper.e2x5Top(),
              mySCHelper.e2x5Bottom(),
              mySCHelper.e2x5Left(),
              mySCHelper.e2x5Right(),
              mySCHelper.ietaSeed(),
              mySCHelper.iphiSeed(),
              mySCHelper.etaCrySeed(),
              mySCHelper.phiCrySeed(),
              mySCHelper.preshowerEnergyOverRaw(),
              ele->ecalDrivenSeed(),
              ele->trackMomentumAtVtx().R(),
              fmax(ele->fbrem(),-1.0),
              ele->charge(),
              fmin(ele->eSuperClusterOverP(), 20.0),
              ele->trackMomentumError(),
              ele->correctedEcalEnergyError(),
              ele->classification(),     
              fmin(std::abs(ele->deltaEtaSuperClusterTrackAtVtx()), 0.6),
              ele->deltaPhiSuperClusterTrackAtVtx(),
              ele->deltaEtaSeedClusterTrackAtCalo(),
              ele->deltaPhiSeedClusterTrackAtCalo(),
              ele->gsfTrack()->chi2() / ele->gsfTrack()->ndof(),
              (ele->closestCtfTrackRef().isNonnull() ? ele->closestCtfTrackRef()->hitPattern().trackerLayersWithMeasurement() : -1), 
              fmin(ele->eEleClusterOverPout(),20.0),
              printDebug
                  );
  }
  else {
    std::cout << "Warning: Electron Regression Type " << fVersionType << " is not supported. Reverting to default electron momentum.\n"; 
    return ele->p();
  }
}

void ElectronEnergyRegressionEvaluate::initialize	(	std::string	weightsFile,
		ElectronEnergyRegressionEvaluate::ElectronEnergyRegressionType	type
	)

Definition at line 29 of file ElectronEnergyRegressionEvaluate.cc.

References FrontierConditions_GlobalTag_cff::file, fIsInitialized, forestCorrection_eb, forestCorrection_ee, forestUncertainty_eb, forestUncertainty_ee, and fVersionType.

Referenced by RegressionEnergyPatElectronProducer::RegressionEnergyPatElectronProducer().

                                                                                                                     {

  // Loading forest object according to different versions
  TFile file(edm::FileInPath(weightsFile.c_str()).fullPath().c_str());

  forestCorrection_eb = (GBRForest*) file.Get("EBCorrection");
  forestCorrection_ee = (GBRForest*) file.Get("EECorrection");
  forestUncertainty_eb = (GBRForest*) file.Get("EBUncertainty");
  forestUncertainty_ee = (GBRForest*) file.Get("EEUncertainty");
  
  // Just checking
  assert(forestCorrection_eb);
  assert(forestCorrection_ee);
  assert(forestUncertainty_eb);
  assert(forestUncertainty_ee);
    
  // Updating type and marking as initialized
  fVersionType = type;
  fIsInitialized = kTRUE;

}

bool ElectronEnergyRegressionEvaluate::isInitialized ( ) const

inline

Definition at line 52 of file ElectronEnergyRegressionEvaluate.h.

References calculateRegressionEnergy(), calculateRegressionEnergyUncertainty(), fIsInitialized, EnergyCorrector::pt, regressionUncertaintyNoTrkVar(), regressionUncertaintyNoTrkVarV1(), regressionUncertaintyWithSubClusters(), regressionUncertaintyWithTrkVar(), regressionUncertaintyWithTrkVarV1(), regressionUncertaintyWithTrkVarV2(), regressionValueNoTrkVar(), regressionValueNoTrkVarV1(), regressionValueWithSubClusters(), regressionValueWithTrkVar(), regressionValueWithTrkVarV1(), regressionValueWithTrkVarV2(), rho, and electrons_cff::vertices.

Referenced by ElectronRegressionEnergyProducer::filter(), and RegressionEnergyPatElectronProducer::produce().

{return fIsInitialized;}

double ElectronEnergyRegressionEvaluate::regressionUncertaintyNoTrkVar	(	double	SCRawEnergy,
		double	scEta,
		double	scPhi,
		double	R9,
		double	etawidth,
		double	phiwidth,
		double	NClusters,
		double	HoE,
		double	rho,
		double	vertices,
		double	EtaSeed,
		double	PhiSeed,
		double	ESeed,
		double	E3x3Seed,
		double	E5x5Seed,
		double	see,
		double	spp,
		double	sep,
		double	EMaxSeed,
		double	E2ndSeed,
		double	ETopSeed,
		double	EBottomSeed,
		double	ELeftSeed,
		double	ERightSeed,
		double	E2x5MaxSeed,
		double	E2x5TopSeed,
		double	E2x5BottomSeed,
		double	E2x5LeftSeed,
		double	E2x5RightSeed,
		double	IEtaSeed,
		double	IPhiSeed,
		double	EtaCrySeed,
		double	PhiCrySeed,
		double	PreShowerOverRaw,
		bool	printDebug = false
	)

Definition at line 769 of file ElectronEnergyRegressionEvaluate.cc.

References funct::abs(), funct::cos(), gather_cfg::cout, fIsInitialized, forestUncertainty_eb, forestUncertainty_ee, fVersionType, GBRForest::GetResponse(), createfilelist::int, kNoTrkVar, rho, funct::sin(), findQualityFiles::v, create_public_pileup_plots::vals, and electrons_cff::vertices.

Referenced by calculateRegressionEnergyUncertainty(), isInitialized(), and RegressionEnergyPatElectronProducer::produce().

{
  // Checking if instance has been initialized
  if (fIsInitialized == kFALSE) {
    printf("ElectronEnergyRegressionEvaluate instance not initialized !!!");
    return 0;
  }

  // Checking if type is correct
  if (!(fVersionType == kNoTrkVar)) {
    std::cout << "Error: Regression VersionType " << fVersionType << " is not supported to use function regressionValueNoTrkVar.\n";
    return 0;
  }

  // Now applying regression according to version and (endcap/barrel)
  float *vals = (std::abs(scEta) <= 1.479) ? new float[38] : new float[31];
  if (std::abs(scEta) <= 1.479) {       // Barrel
    vals[0]  = SCRawEnergy;
    vals[1]  = scEta;
    vals[2]  = scPhi;
    vals[3]  = R9;
    vals[4]  = E5x5Seed/SCRawEnergy;
    vals[5]  = etawidth;
    vals[6]  = phiwidth;
    vals[7]  = NClusters;
    vals[8]  = HoE;
    vals[9]  = rho;
    vals[10] = vertices;
    vals[11] = EtaSeed - scEta;
    vals[12] = atan2(sin(PhiSeed-scPhi),cos(PhiSeed-scPhi));
    vals[13] = ESeed/SCRawEnergy;
    vals[14] = E3x3Seed/ESeed;
    vals[15] = E5x5Seed/ESeed;
    vals[16] = see;
    vals[17] = spp;
    vals[18] = sep;
    vals[19] = EMaxSeed/ESeed;
    vals[20] = E2ndSeed/ESeed;
    vals[21] = ETopSeed/ESeed;
    vals[22] = EBottomSeed/ESeed;
    vals[23] = ELeftSeed/ESeed;
    vals[24] = ERightSeed/ESeed;
    vals[25] = E2x5MaxSeed/ESeed;
    vals[26] = E2x5TopSeed/ESeed;
    vals[27] = E2x5BottomSeed/ESeed;
    vals[28] = E2x5LeftSeed/ESeed;
    vals[29] = E2x5RightSeed/ESeed;
    vals[30] = IEtaSeed;
    vals[31] = IPhiSeed;
    vals[32] = ((int) IEtaSeed)%5;
    vals[33] = ((int) IPhiSeed)%2;
    vals[34] = (std::abs(IEtaSeed)<=25)*(((int)IEtaSeed)%25) + (std::abs(IEtaSeed)>25)*(((int) (IEtaSeed-25*std::abs(IEtaSeed)/IEtaSeed))%20);
    vals[35] = ((int) IPhiSeed)%20;
    vals[36] = EtaCrySeed;
    vals[37] = PhiCrySeed;
  }
  else {    // Endcap
    vals[0]  = SCRawEnergy;
    vals[1]  = scEta;
    vals[2]  = scPhi;
    vals[3]  = R9;
    vals[4]  = E5x5Seed/SCRawEnergy;
    vals[5]  = etawidth;
    vals[6]  = phiwidth;
    vals[7]  = NClusters;
    vals[8]  = HoE;
    vals[9]  = rho;
    vals[10] = vertices;
    vals[11] = EtaSeed - scEta;
    vals[12] = atan2(sin(PhiSeed-scPhi),cos(PhiSeed-scPhi));
    vals[13] = ESeed/SCRawEnergy;
    vals[14] = E3x3Seed/ESeed;
    vals[15] = E5x5Seed/ESeed;
    vals[16] = see;
    vals[17] = spp;
    vals[18] = sep;
    vals[19] = EMaxSeed/ESeed;
    vals[20] = E2ndSeed/ESeed;
    vals[21] = ETopSeed/ESeed;
    vals[22] = EBottomSeed/ESeed;
    vals[23] = ELeftSeed/ESeed;
    vals[24] = ERightSeed/ESeed;
    vals[25] = E2x5MaxSeed/ESeed;
    vals[26] = E2x5TopSeed/ESeed;
    vals[27] = E2x5BottomSeed/ESeed;
    vals[28] = E2x5LeftSeed/ESeed;
    vals[29] = E2x5RightSeed/ESeed;
    vals[30] = PreShowerOverRaw;
  }

  // Now evaluating the regression
  double regressionResult = 0;
  Int_t BinIndex = -1;

  if (fVersionType == kNoTrkVar) {
    if (std::abs(scEta) <= 1.479) { 
      regressionResult = SCRawEnergy * forestUncertainty_eb->GetResponse(vals); 
      BinIndex = 0;
    }
    else {
      regressionResult = (SCRawEnergy*(1+PreShowerOverRaw)) * forestUncertainty_ee->GetResponse(vals);
      BinIndex = 1;
    }
  }

  //print debug
  if (printDebug) {    
    if (std::abs(scEta) <= 1.479) {
      std::cout << "Barrel :";
      for (unsigned int v=0; v < 38; ++v) std::cout << vals[v] << ", ";
      std::cout << "\n";
    }
    else {
      std::cout << "Endcap :";
      for (unsigned int v=0; v < 31; ++v) std::cout << vals[v] << ", ";
      std::cout << "\n";
    }
    std::cout << "BinIndex : " << BinIndex << "\n";
    std::cout << "SCRawEnergy = " << SCRawEnergy << " : PreShowerOverRaw = " << PreShowerOverRaw << std::endl;
    std::cout << "regression energy uncertainty = " << regressionResult << std::endl;
  }
  

  // Cleaning up and returning
  delete[] vals;
  return regressionResult;
}

double ElectronEnergyRegressionEvaluate::regressionUncertaintyNoTrkVarV1	(	double	SCRawEnergy,
		double	scEta,
		double	scPhi,
		double	R9,
		double	etawidth,
		double	phiwidth,
		double	NClusters,
		double	HoE,
		double	rho,
		double	vertices,
		double	EtaSeed,
		double	PhiSeed,
		double	ESeed,
		double	E3x3Seed,
		double	E5x5Seed,
		double	see,
		double	spp,
		double	sep,
		double	EMaxSeed,
		double	E2ndSeed,
		double	ETopSeed,
		double	EBottomSeed,
		double	ELeftSeed,
		double	ERightSeed,
		double	E2x5MaxSeed,
		double	E2x5TopSeed,
		double	E2x5BottomSeed,
		double	E2x5LeftSeed,
		double	E2x5RightSeed,
		double	IEtaSeed,
		double	IPhiSeed,
		double	EtaCrySeed,
		double	PhiCrySeed,
		double	PreShowerOverRaw,
		int	IsEcalDriven,
		bool	printDebug = false
	)

Definition at line 1101 of file ElectronEnergyRegressionEvaluate.cc.

References funct::abs(), funct::cos(), gather_cfg::cout, fIsInitialized, forestUncertainty_eb, forestUncertainty_ee, fVersionType, GBRForest::GetResponse(), createfilelist::int, kNoTrkVarV1, rho, funct::sin(), findQualityFiles::v, create_public_pileup_plots::vals, and electrons_cff::vertices.

Referenced by calculateRegressionEnergyUncertainty(), and isInitialized().

{
  // Checking if instance has been initialized
  if (fIsInitialized == kFALSE) {
    printf("ElectronEnergyRegressionEvaluate instance not initialized !!!");
    return 0;
  }

  // Checking if type is correct
  if (!(fVersionType == kNoTrkVarV1)) {
    std::cout << "Error: Regression VersionType " << fVersionType << " is not supported to use function regressionValueNoTrkVar.\n";
    return 0;
  }

  // Now applying regression according to version and (endcap/barrel)
  float *vals = (std::abs(scEta) <= 1.479) ? new float[39] : new float[32];
  if (std::abs(scEta) <= 1.479) {       // Barrel
    vals[0]  = SCRawEnergy;
    vals[1]  = scEta;
    vals[2]  = scPhi;
    vals[3]  = R9;
    vals[4]  = E5x5Seed/SCRawEnergy;
    vals[5]  = etawidth;
    vals[6]  = phiwidth;
    vals[7]  = NClusters;
    vals[8]  = HoE;
    vals[9]  = rho;
    vals[10] = vertices;
    vals[11] = EtaSeed - scEta;
    vals[12] = atan2(sin(PhiSeed-scPhi),cos(PhiSeed-scPhi));
    vals[13] = ESeed/SCRawEnergy;
    vals[14] = E3x3Seed/ESeed;
    vals[15] = E5x5Seed/ESeed;
    vals[16] = see;
    vals[17] = spp;
    vals[18] = sep;
    vals[19] = EMaxSeed/ESeed;
    vals[20] = E2ndSeed/ESeed;
    vals[21] = ETopSeed/ESeed;
    vals[22] = EBottomSeed/ESeed;
    vals[23] = ELeftSeed/ESeed;
    vals[24] = ERightSeed/ESeed;
    vals[25] = E2x5MaxSeed/ESeed;
    vals[26] = E2x5TopSeed/ESeed;
    vals[27] = E2x5BottomSeed/ESeed;
    vals[28] = E2x5LeftSeed/ESeed;
    vals[29] = E2x5RightSeed/ESeed;
    vals[30] = IsEcalDriven;
    vals[31] = IEtaSeed;
    vals[32] = IPhiSeed;
    vals[33] = ((int) IEtaSeed)%5;
    vals[34] = ((int) IPhiSeed)%2;
    vals[35] = (std::abs(IEtaSeed)<=25)*(((int)IEtaSeed)%25) + (std::abs(IEtaSeed)>25)*(((int) (IEtaSeed-25*std::abs(IEtaSeed)/IEtaSeed))%20);
    vals[36] = ((int) IPhiSeed)%20;
    vals[37] = EtaCrySeed;
    vals[38] = PhiCrySeed;
  }
  else {    // Endcap
    vals[0]  = SCRawEnergy;
    vals[1]  = scEta;
    vals[2]  = scPhi;
    vals[3]  = R9;
    vals[4]  = E5x5Seed/SCRawEnergy;
    vals[5]  = etawidth;
    vals[6]  = phiwidth;
    vals[7]  = NClusters;
    vals[8]  = HoE;
    vals[9]  = rho;
    vals[10] = vertices;
    vals[11] = EtaSeed - scEta;
    vals[12] = atan2(sin(PhiSeed-scPhi),cos(PhiSeed-scPhi));
    vals[13] = ESeed/SCRawEnergy;
    vals[14] = E3x3Seed/ESeed;
    vals[15] = E5x5Seed/ESeed;
    vals[16] = see;
    vals[17] = spp;
    vals[18] = sep;
    vals[19] = EMaxSeed/ESeed;
    vals[20] = E2ndSeed/ESeed;
    vals[21] = ETopSeed/ESeed;
    vals[22] = EBottomSeed/ESeed;
    vals[23] = ELeftSeed/ESeed;
    vals[24] = ERightSeed/ESeed;
    vals[25] = E2x5MaxSeed/ESeed;
    vals[26] = E2x5TopSeed/ESeed;
    vals[27] = E2x5BottomSeed/ESeed;
    vals[28] = E2x5LeftSeed/ESeed;
    vals[29] = E2x5RightSeed/ESeed;
    vals[30] = IsEcalDriven;
    vals[31] = PreShowerOverRaw;
  }

  // Now evaluating the regression
  double regressionResult = 0;
  Int_t BinIndex = -1;

  if (fVersionType == kNoTrkVarV1) {
    if (std::abs(scEta) <= 1.479) { 
      regressionResult = SCRawEnergy * forestUncertainty_eb->GetResponse(vals); 
      BinIndex = 0;
    }
    else {
      regressionResult = (SCRawEnergy*(1+PreShowerOverRaw)) * forestUncertainty_ee->GetResponse(vals);
      BinIndex = 1;
    }
  }

  //print debug
  if (printDebug) {    
    if (std::abs(scEta) <= 1.479) {
      std::cout << "Barrel :";
      for (unsigned int v=0; v < 39; ++v) std::cout << vals[v] << ", ";
      std::cout << "\n";
    }
    else {
      std::cout << "Endcap :";
      for (unsigned int v=0; v < 32; ++v) std::cout << vals[v] << ", ";
      std::cout << "\n";
    }
    std::cout << "BinIndex : " << BinIndex << "\n";
    std::cout << "SCRawEnergy = " << SCRawEnergy << " : PreShowerOverRaw = " << PreShowerOverRaw << std::endl;
    std::cout << "regression energy uncertainty = " << regressionResult << std::endl;
  }
  

  // Cleaning up and returning
  delete[] vals;
  return regressionResult;
}

double ElectronEnergyRegressionEvaluate::regressionUncertaintyWithSubClusters	(	double	SCRawEnergy,
		double	scEta,
		double	scPhi,
		double	R9,
		double	etawidth,
		double	phiwidth,
		double	NClusters,
		double	HoE,
		double	rho,
		double	vertices,
		double	EtaSeed,
		double	PhiSeed,
		double	ESeed,
		double	E3x3Seed,
		double	E5x5Seed,
		double	see,
		double	spp,
		double	sep,
		double	EMaxSeed,
		double	E2ndSeed,
		double	ETopSeed,
		double	EBottomSeed,
		double	ELeftSeed,
		double	ERightSeed,
		double	E2x5MaxSeed,
		double	E2x5TopSeed,
		double	E2x5BottomSeed,
		double	E2x5LeftSeed,
		double	E2x5RightSeed,
		double	IEtaSeed,
		double	IPhiSeed,
		double	EtaCrySeed,
		double	PhiCrySeed,
		double	PreShowerOverRaw,
		double	isEcalDriven,
		double	isEtaGap,
		double	isPhiGap,
		double	isDeeGap,
		double	ESubs,
		double	ESub1,
		double	EtaSub1,
		double	PhiSub1,
		double	EMaxSub1,
		double	E3x3Sub1,
		double	ESub2,
		double	EtaSub2,
		double	PhiSub2,
		double	EMaxSub2,
		double	E3x3Sub2,
		double	ESub3,
		double	EtaSub3,
		double	PhiSub3,
		double	EMaxSub3,
		double	E3x3Sub3,
		double	NPshwClusters,
		double	EPshwSubs,
		double	EPshwSub1,
		double	EtaPshwSub1,
		double	PhiPshwSub1,
		double	EPshwSub2,
		double	EtaPshwSub2,
		double	PhiPshwSub2,
		double	EPshwSub3,
		double	EtaPshwSub3,
		double	PhiPshwSub3,
		bool	isEB,
		bool	printDebug = false
	)

Definition at line 3401 of file ElectronEnergyRegressionEvaluate.cc.

References funct::abs(), funct::cos(), gather_cfg::cout, fIsInitialized, forestUncertainty_eb, forestUncertainty_ee, fVersionType, GBRForest::GetResponse(), createfilelist::int, kWithSubCluVar, rho, funct::sin(), findQualityFiles::v, create_public_pileup_plots::vals, and electrons_cff::vertices.

Referenced by calculateRegressionEnergyUncertainty(), isInitialized(), and RegressionEnergyPatElectronProducer::produce().

{
  // Checking if instance has been initialized
  if (fIsInitialized == kFALSE) {
    printf("ElectronEnergyRegressionEvaluate instance not initialized !!!");
    return 0;
  }

  // Checking if type is correct
  if (!(fVersionType == kWithSubCluVar)) {
    std::cout << "Error: Regression VersionType " << fVersionType << " is not supported to use function regressionValueWithSubClusters.\n";
    return 0;
  }

  // Now applying regression according to version and (endcap/barrel)
  float *vals = (isEB) ? new float[61] : new float[65];
  if (isEB) {       // Barrel
    vals[0]  = rho;
    vals[1] = vertices;
    vals[2] = isEcalDriven;
    vals[3] = isEtaGap;
    vals[4] = isPhiGap;
    vals[5] = isDeeGap;
    vals[6]  = SCRawEnergy;
    vals[7]  = scEta;
    vals[8]  = scPhi;
    vals[9]  = R9;
    vals[10]  = etawidth;
    vals[11]  = phiwidth;
    vals[12]  = NClusters;
    vals[13]  = HoE;
    vals[14] = EtaSeed - scEta;
    vals[15] = atan2(sin(PhiSeed-scPhi),cos(PhiSeed-scPhi));
    vals[16] = ESeed/SCRawEnergy;
    vals[17] = E3x3Seed/ESeed;
    vals[18]  = E5x5Seed/SCRawEnergy;
    vals[19] = E5x5Seed/ESeed;
    vals[20] = EMaxSeed/ESeed;
    vals[21] = E2ndSeed/ESeed;
    vals[22] = ETopSeed/ESeed;
    vals[23] = EBottomSeed/ESeed;
    vals[24] = ELeftSeed/ESeed;
    vals[25] = ERightSeed/ESeed;
    vals[26] = E2x5MaxSeed/ESeed;
    vals[27] = E2x5TopSeed/ESeed;
    vals[28] = E2x5BottomSeed/ESeed;
    vals[29] = E2x5LeftSeed/ESeed;
    vals[30] = E2x5RightSeed/ESeed;
    vals[31] = see;
    vals[32] = spp;
    vals[33] = sep;
    vals[34] = phiwidth/etawidth;
    vals[35] = (ELeftSeed+ERightSeed==0. ? 0. : (ELeftSeed-ERightSeed)/(ELeftSeed+ERightSeed));
    vals[36] = (ETopSeed+EBottomSeed==0. ? 0. : (ETopSeed-EBottomSeed)/(ETopSeed+EBottomSeed));
    vals[37] = ESubs/SCRawEnergy;
    vals[38] = ESub1/SCRawEnergy;
    vals[39] = (NClusters<=1 ? 999. : EtaSub1-EtaSeed);
    vals[40] = (NClusters<=1 ? 999. : atan2(sin(PhiSub1-PhiSeed),cos(PhiSub1-PhiSeed)));
    vals[41] = (NClusters<=1 ? 0.   : EMaxSub1/ESub1);
    vals[42] = (NClusters<=1 ? 0.   : E3x3Sub1/ESub1);
    vals[43] = ESub2/SCRawEnergy;
    vals[44] = (NClusters<=2 ? 999. : EtaSub2-EtaSeed);
    vals[45] = (NClusters<=2 ? 999. : atan2(sin(PhiSub2-PhiSeed),cos(PhiSub2-PhiSeed)));
    vals[46] = (NClusters<=2 ? 0.   : EMaxSub2/ESub2);
    vals[47] = (NClusters<=2 ? 0.   : E3x3Sub2/ESub2);
    vals[48] = ESub3/SCRawEnergy;
    vals[49] = (NClusters<=3 ? 999. : EtaSub3-EtaSeed);
    vals[50] = (NClusters<=3 ? 999. : atan2(sin(PhiSub3-PhiSeed),cos(PhiSub3-PhiSeed)));
    vals[51] = (NClusters<=3 ? 0.   : EMaxSub3/ESub3);
    vals[52] = (NClusters<=3 ? 0.   : E3x3Sub3/ESub3);
    vals[53] = IEtaSeed;
    vals[54] = ((int) IEtaSeed)%5;
    vals[55] = (std::abs(IEtaSeed)<=25)*(((int)IEtaSeed)%25) + (std::abs(IEtaSeed)>25)*(((int) (IEtaSeed-25*std::abs(IEtaSeed)/IEtaSeed))%20);
    vals[56] = IPhiSeed;
    vals[57] = ((int) IPhiSeed)%2;
    vals[58] = ((int) IPhiSeed)%20;
    vals[59] = EtaCrySeed;
    vals[60] = PhiCrySeed;
  }
  else {    // Endcap
    vals[0]  = rho;
    vals[1] = vertices;
    vals[2] = isEcalDriven;
    vals[3] = isEtaGap;
    vals[4] = isPhiGap;
    vals[5] = isDeeGap;
    vals[6]  = SCRawEnergy;
    vals[7]  = scEta;
    vals[8]  = scPhi;
    vals[9]  = R9;
    vals[10]  = etawidth;
    vals[11]  = phiwidth;
    vals[12]  = NClusters;
    vals[13]  = HoE;
    vals[14] = EtaSeed - scEta;
    vals[15] = atan2(sin(PhiSeed-scPhi),cos(PhiSeed-scPhi));
    vals[16] = ESeed/SCRawEnergy;
    vals[17] = E3x3Seed/ESeed;
    vals[18]  = E5x5Seed/SCRawEnergy;
    vals[19] = E5x5Seed/ESeed;
    vals[20] = EMaxSeed/ESeed;
    vals[21] = E2ndSeed/ESeed;
    vals[22] = ETopSeed/ESeed;
    vals[23] = EBottomSeed/ESeed;
    vals[24] = ELeftSeed/ESeed;
    vals[25] = ERightSeed/ESeed;
    vals[26] = E2x5MaxSeed/ESeed;
    vals[27] = E2x5TopSeed/ESeed;
    vals[28] = E2x5BottomSeed/ESeed;
    vals[29] = E2x5LeftSeed/ESeed;
    vals[30] = E2x5RightSeed/ESeed;
    vals[31] = see;
    vals[32] = spp;
    vals[33] = sep;
    vals[34] = phiwidth/etawidth;
    vals[35] = (ELeftSeed+ERightSeed==0. ? 0. : (ELeftSeed-ERightSeed)/(ELeftSeed+ERightSeed));
    vals[36] = (ETopSeed+EBottomSeed==0. ? 0. : (ETopSeed-EBottomSeed)/(ETopSeed+EBottomSeed));
    vals[37] = ESubs/SCRawEnergy;
    vals[38] = ESub1/SCRawEnergy;
    vals[39] = (NClusters<=1 ? 999. : EtaSub1-EtaSeed);
    vals[40] = (NClusters<=1 ? 999. : atan2(sin(PhiSub1-PhiSeed),cos(PhiSub1-PhiSeed)));
    vals[41] = (NClusters<=1 ? 0.   : EMaxSub1/ESub1);
    vals[42] = (NClusters<=1 ? 0.   : E3x3Sub1/ESub1);
    vals[43] = ESub2/SCRawEnergy;
    vals[44] = (NClusters<=2 ? 999. : EtaSub2-EtaSeed);
    vals[45] = (NClusters<=2 ? 999. : atan2(sin(PhiSub2-PhiSeed),cos(PhiSub2-PhiSeed)));
    vals[46] = (NClusters<=2 ? 0.   : EMaxSub2/ESub2);
    vals[47] = (NClusters<=2 ? 0.   : E3x3Sub2/ESub2);
    vals[48] = ESub3/SCRawEnergy;
    vals[49] = (NClusters<=3 ? 999. : EtaSub3-EtaSeed);
    vals[50] = (NClusters<=3 ? 999. : atan2(sin(PhiSub3-PhiSeed),cos(PhiSub3-PhiSeed)));
    vals[51] = (NClusters<=3 ? 0.   : EMaxSub3/ESub3);
    vals[52] = (NClusters<=3 ? 0.   : E3x3Sub3/ESub3);
    vals[53] = PreShowerOverRaw;
    vals[54] = NPshwClusters;
    vals[55] = EPshwSubs/SCRawEnergy;
    vals[56] = EPshwSub1/SCRawEnergy;
    vals[57] = (NPshwClusters<=0 ? 999. : EtaPshwSub1-EtaSeed);
    vals[58] = (NPshwClusters<=0 ? 999. : atan2(sin(PhiPshwSub1-PhiSeed),cos(PhiPshwSub1-PhiSeed)));
    vals[59] = EPshwSub2/SCRawEnergy;
    vals[60] = (NPshwClusters<=1 ? 999. : EtaPshwSub2-EtaSeed);
    vals[61] = (NPshwClusters<=1 ? 999. : atan2(sin(PhiPshwSub2-PhiSeed),cos(PhiPshwSub2-PhiSeed)));
    vals[62] = EPshwSub3/SCRawEnergy;
    vals[63] = (NPshwClusters<=2 ? 999. : EtaPshwSub3-EtaSeed);
    vals[64] = (NPshwClusters<=2 ? 999. : atan2(sin(PhiPshwSub3-PhiSeed),cos(PhiPshwSub3-PhiSeed)));

  }

  // Now evaluating the regression
  double regressionResult = 0;
  Int_t BinIndex = -1;

  if (fVersionType == kWithSubCluVar) {
    if (isEB) { 
      regressionResult = SCRawEnergy * forestUncertainty_eb->GetResponse(vals); 
      BinIndex = 0;
    }
    else {
      regressionResult = (SCRawEnergy*(1+PreShowerOverRaw)) * forestUncertainty_ee->GetResponse(vals);
      BinIndex = 1;
    }
  }

  //print debug
  if (printDebug) {    
    if (isEB) {
      std::cout << "Barrel :";
      for (unsigned int v=0; v < 38; ++v) std::cout << vals[v] << ", ";
      std::cout << "\n";
    }
    else {
      std::cout << "Endcap :";
      for (unsigned int v=0; v < 31; ++v) std::cout << vals[v] << ", ";
      std::cout << "\n";
    }
    std::cout << "BinIndex : " << BinIndex << "\n";
    std::cout << "SCRawEnergy = " << SCRawEnergy << " : PreShowerOverRaw = " << PreShowerOverRaw << std::endl;
    std::cout << "regression energy uncertainty = " << regressionResult << std::endl;
  }
  

  // Cleaning up and returning
  delete[] vals;
  return regressionResult;
}

double ElectronEnergyRegressionEvaluate::regressionUncertaintyWithTrkVar	(	double	electronP,
		double	SCRawEnergy,
		double	scEta,
		double	scPhi,
		double	R9,
		double	etawidth,
		double	phiwidth,
		double	NClusters,
		double	HoE,
		double	rho,
		double	vertices,
		double	EtaSeed,
		double	PhiSeed,
		double	ESeed,
		double	E3x3Seed,
		double	E5x5Seed,
		double	see,
		double	spp,
		double	sep,
		double	EMaxSeed,
		double	E2ndSeed,
		double	ETopSeed,
		double	EBottomSeed,
		double	ELeftSeed,
		double	ERightSeed,
		double	E2x5MaxSeed,
		double	E2x5TopSeed,
		double	E2x5BottomSeed,
		double	E2x5LeftSeed,
		double	E2x5RightSeed,
		double	pt,
		double	GsfTrackPIn,
		double	fbrem,
		double	Charge,
		double	EoP,
		double	IEtaSeed,
		double	IPhiSeed,
		double	EtaCrySeed,
		double	PhiCrySeed,
		double	PreShowerOverRaw,
		bool	printDebug = false
	)

Definition at line 1444 of file ElectronEnergyRegressionEvaluate.cc.

References funct::abs(), funct::cos(), gather_cfg::cout, fIsInitialized, forestUncertainty_eb, forestUncertainty_ee, fVersionType, GBRForest::GetResponse(), createfilelist::int, kWithTrkVar, EnergyCorrector::pt, rho, funct::sin(), findQualityFiles::v, create_public_pileup_plots::vals, and electrons_cff::vertices.

Referenced by isInitialized(), and RegressionEnergyPatElectronProducer::produce().

{
  // Checking if instance has been initialized
  if (fIsInitialized == kFALSE) {
    printf("ElectronEnergyRegressionEvaluate instance not initialized !!!");
    return 0;
  }

  // Checking if fVersionType is correct
  assert(fVersionType == kWithTrkVar);

  float *vals = (std::abs(scEta) <= 1.479) ? new float[43] : new float[36];
  if (std::abs(scEta) <= 1.479) {       // Barrel
    vals[0]  = SCRawEnergy;
    vals[1]  = scEta;
    vals[2]  = scPhi;
    vals[3]  = R9;
    vals[4]  = E5x5Seed/SCRawEnergy;
    vals[5]  = etawidth;
    vals[6]  = phiwidth;
    vals[7]  = NClusters;
    vals[8]  = HoE;
    vals[9]  = rho;
    vals[10] = vertices;
    vals[11] = EtaSeed - scEta;
    vals[12] = atan2(sin(PhiSeed-scPhi),cos(PhiSeed-scPhi));
    vals[13] = ESeed/SCRawEnergy;
    vals[14] = E3x3Seed/ESeed;
    vals[15] = E5x5Seed/ESeed;
    vals[16] = see;
    vals[17] = spp;
    vals[18] = sep;
    vals[19] = EMaxSeed/ESeed;
    vals[20] = E2ndSeed/ESeed;
    vals[21] = ETopSeed/ESeed;
    vals[22] = EBottomSeed/ESeed;
    vals[23] = ELeftSeed/ESeed;
    vals[24] = ERightSeed/ESeed;
    vals[25] = E2x5MaxSeed/ESeed;
    vals[26] = E2x5TopSeed/ESeed;
    vals[27] = E2x5BottomSeed/ESeed;
    vals[28] = E2x5LeftSeed/ESeed;
    vals[29] = E2x5RightSeed/ESeed;
    vals[30] = pt;
    vals[31] = GsfTrackPIn;
    vals[32] = fbrem;
    vals[33] = Charge;
    vals[34] = EoP;
    vals[35] = IEtaSeed;
    vals[36] = IPhiSeed;
    vals[37] = ((int) IEtaSeed)%5;
    vals[38] = ((int) IPhiSeed)%2;
    vals[39] = (std::abs(IEtaSeed)<=25)*(((int)IEtaSeed)%25) + (std::abs(IEtaSeed)>25)*(((int) (IEtaSeed-25*std::abs(IEtaSeed)/IEtaSeed))%20);
    vals[40] = ((int) IPhiSeed)%20;
    vals[41] = EtaCrySeed;
    vals[42] = PhiCrySeed;
  }

  else {    // Endcap
    vals[0]  = SCRawEnergy;
    vals[1]  = scEta;
    vals[2]  = scPhi;
    vals[3]  = R9;
    vals[4]  = E5x5Seed/SCRawEnergy;
    vals[5]  = etawidth;
    vals[6]  = phiwidth;
    vals[7]  = NClusters;
    vals[8]  = HoE;
    vals[9]  = rho;
    vals[10] = vertices;
    vals[11] = EtaSeed - scEta;
    vals[12] = atan2(sin(PhiSeed-scPhi),cos(PhiSeed-scPhi));
    vals[13] = ESeed/SCRawEnergy;
    vals[14] = E3x3Seed/ESeed;
    vals[15] = E5x5Seed/ESeed;
    vals[16] = see;
    vals[17] = spp;
    vals[18] = sep;
    vals[19] = EMaxSeed/ESeed;
    vals[20] = E2ndSeed/ESeed;
    vals[21] = ETopSeed/ESeed;
    vals[22] = EBottomSeed/ESeed;
    vals[23] = ELeftSeed/ESeed;
    vals[24] = ERightSeed/ESeed;
    vals[25] = E2x5MaxSeed/ESeed;
    vals[26] = E2x5TopSeed/ESeed;
    vals[27] = E2x5BottomSeed/ESeed;
    vals[28] = E2x5LeftSeed/ESeed;
    vals[29] = E2x5RightSeed/ESeed;
    vals[30] = pt;
    vals[31] = GsfTrackPIn;
    vals[32] = fbrem;
    vals[33] = Charge;
    vals[34] = EoP;
    vals[35] = PreShowerOverRaw;
  }

  // Now evaluating the regression
  double regressionResult = 0;

  if (fVersionType == kWithTrkVar) {
    if (std::abs(scEta) <= 1.479) regressionResult = SCRawEnergy * forestUncertainty_eb->GetResponse(vals);
    else regressionResult = (SCRawEnergy*(1+PreShowerOverRaw)) * forestUncertainty_ee->GetResponse(vals);
  }

  //print debug
  if (printDebug) {
    if (scEta <= 1.479) {
      std::cout << "Barrel :";
      for (unsigned int v=0; v < 43; ++v) std::cout << vals[v] << ", ";
      std::cout << "\n";
    }
    else {
      std::cout << "Endcap :";
      for (unsigned int v=0; v < 36; ++v) std::cout << vals[v] << ", ";
      std::cout << "\n";
    }
    std::cout << "pt = " << pt << " : SCRawEnergy = " << SCRawEnergy << " : PreShowerOverRaw = " << PreShowerOverRaw << std::endl;
    std::cout << "regression energy uncertainty = " << regressionResult << std::endl;
  }


  // Cleaning up and returning
  delete[] vals;
  return regressionResult;
}

double ElectronEnergyRegressionEvaluate::regressionUncertaintyWithTrkVarV1	(	double	SCRawEnergy,
		double	scEta,
		double	scPhi,
		double	R9,
		double	etawidth,
		double	phiwidth,
		double	NClusters,
		double	HoE,
		double	rho,
		double	vertices,
		double	EtaSeed,
		double	PhiSeed,
		double	ESeed,
		double	E3x3Seed,
		double	E5x5Seed,
		double	see,
		double	spp,
		double	sep,
		double	EMaxSeed,
		double	E2ndSeed,
		double	ETopSeed,
		double	EBottomSeed,
		double	ELeftSeed,
		double	ERightSeed,
		double	E2x5MaxSeed,
		double	E2x5TopSeed,
		double	E2x5BottomSeed,
		double	E2x5LeftSeed,
		double	E2x5RightSeed,
		double	IEtaSeed,
		double	IPhiSeed,
		double	EtaCrySeed,
		double	PhiCrySeed,
		double	PreShowerOverRaw,
		int	IsEcalDriven,
		double	GsfTrackPIn,
		double	fbrem,
		double	Charge,
		double	EoP,
		double	TrackMomentumError,
		double	EcalEnergyError,
		int	Classification,
		bool	printDebug = false
	)

Definition at line 1794 of file ElectronEnergyRegressionEvaluate.cc.

References funct::abs(), funct::cos(), gather_cfg::cout, fIsInitialized, forestUncertainty_eb, forestUncertainty_ee, fVersionType, GBRForest::GetResponse(), createfilelist::int, kWithTrkVarV1, rho, funct::sin(), findQualityFiles::v, create_public_pileup_plots::vals, and electrons_cff::vertices.

Referenced by calculateRegressionEnergyUncertainty(), and isInitialized().

{
  // Checking if instance has been initialized
  if (fIsInitialized == kFALSE) {
    printf("ElectronEnergyRegressionEvaluate instance not initialized !!!");
    return 0;
  }

  // Checking if fVersionType is correct
  assert(fVersionType == kWithTrkVarV1);

  float *vals = (std::abs(scEta) <= 1.479) ? new float[46] : new float[39];
  if (std::abs(scEta) <= 1.479) {       // Barrel
    vals[0]  = SCRawEnergy;
    vals[1]  = scEta;
    vals[2]  = scPhi;
    vals[3]  = R9;
    vals[4]  = E5x5Seed/SCRawEnergy;
    vals[5]  = etawidth;
    vals[6]  = phiwidth;
    vals[7]  = NClusters;
    vals[8]  = HoE;
    vals[9]  = rho;
    vals[10] = vertices;
    vals[11] = EtaSeed - scEta;
    vals[12] = atan2(sin(PhiSeed-scPhi),cos(PhiSeed-scPhi));
    vals[13] = ESeed/SCRawEnergy;
    vals[14] = E3x3Seed/ESeed;
    vals[15] = E5x5Seed/ESeed;
    vals[16] = see;
    vals[17] = spp;
    vals[18] = sep;
    vals[19] = EMaxSeed/ESeed;
    vals[20] = E2ndSeed/ESeed;
    vals[21] = ETopSeed/ESeed;
    vals[22] = EBottomSeed/ESeed;
    vals[23] = ELeftSeed/ESeed;
    vals[24] = ERightSeed/ESeed;
    vals[25] = E2x5MaxSeed/ESeed;
    vals[26] = E2x5TopSeed/ESeed;
    vals[27] = E2x5BottomSeed/ESeed;
    vals[28] = E2x5LeftSeed/ESeed;
    vals[29] = E2x5RightSeed/ESeed;
    vals[30] = IsEcalDriven;
    vals[31] = GsfTrackPIn;
    vals[32] = fbrem;
    vals[33] = Charge;
    vals[34] = EoP;
    vals[35] = TrackMomentumError/GsfTrackPIn;
    vals[36] = EcalEnergyError/SCRawEnergy;
    vals[37] = Classification;
    vals[38] = IEtaSeed;
    vals[39] = IPhiSeed;
    vals[40] = ((int) IEtaSeed)%5;
    vals[41] = ((int) IPhiSeed)%2;
    vals[42] = (std::abs(IEtaSeed)<=25)*(((int)IEtaSeed)%25) + (std::abs(IEtaSeed)>25)*(((int) (IEtaSeed-25*std::abs(IEtaSeed)/IEtaSeed))%20);
    vals[43] = ((int) IPhiSeed)%20;
    vals[44] = EtaCrySeed;
    vals[45] = PhiCrySeed;
  }

  else {    // Endcap
    vals[0]  = SCRawEnergy;
    vals[1]  = scEta;
    vals[2]  = scPhi;
    vals[3]  = R9;
    vals[4]  = E5x5Seed/SCRawEnergy;
    vals[5]  = etawidth;
    vals[6]  = phiwidth;
    vals[7]  = NClusters;
    vals[8]  = HoE;
    vals[9]  = rho;
    vals[10] = vertices;
    vals[11] = EtaSeed - scEta;
    vals[12] = atan2(sin(PhiSeed-scPhi),cos(PhiSeed-scPhi));
    vals[13] = ESeed/SCRawEnergy;
    vals[14] = E3x3Seed/ESeed;
    vals[15] = E5x5Seed/ESeed;
    vals[16] = see;
    vals[17] = spp;
    vals[18] = sep;
    vals[19] = EMaxSeed/ESeed;
    vals[20] = E2ndSeed/ESeed;
    vals[21] = ETopSeed/ESeed;
    vals[22] = EBottomSeed/ESeed;
    vals[23] = ELeftSeed/ESeed;
    vals[24] = ERightSeed/ESeed;
    vals[25] = E2x5MaxSeed/ESeed;
    vals[26] = E2x5TopSeed/ESeed;
    vals[27] = E2x5BottomSeed/ESeed;
    vals[28] = E2x5LeftSeed/ESeed;
    vals[29] = E2x5RightSeed/ESeed;
    vals[30] = IsEcalDriven;
    vals[31] = GsfTrackPIn;
    vals[32] = fbrem;
    vals[33] = Charge;
    vals[34] = EoP;
    vals[35] = TrackMomentumError/GsfTrackPIn;
    vals[36] = EcalEnergyError/SCRawEnergy;
    vals[37] = Classification;
    vals[38] = PreShowerOverRaw;
  }

  // Now evaluating the regression
  double regressionResult = 0;

  if (fVersionType == kWithTrkVarV1) {
    if (std::abs(scEta) <= 1.479) regressionResult = SCRawEnergy * forestUncertainty_eb->GetResponse(vals);
    else regressionResult = (SCRawEnergy*(1+PreShowerOverRaw)) * forestUncertainty_ee->GetResponse(vals);
  }

  //print debug
  if (printDebug) {
    if (std::abs(scEta) <= 1.479) {
      std::cout << "Barrel :";
      for (unsigned int v=0; v < 46; ++v) std::cout << vals[v] << ", ";
      std::cout << "\n";
    }
    else {
      std::cout << "Endcap :";
      for (unsigned int v=0; v < 39; ++v) std::cout << vals[v] << ", ";
      std::cout << "\n";
    }
    std::cout << " SCRawEnergy = " << SCRawEnergy << " : PreShowerOverRaw = " << PreShowerOverRaw << std::endl;
    std::cout << "regression energy uncertainty = " << regressionResult << std::endl;
  }


  // Cleaning up and returning
  delete[] vals;
  return regressionResult;
}

double ElectronEnergyRegressionEvaluate::regressionUncertaintyWithTrkVarV1	(	std::vector< double > &	inputvars,
		bool	printDebug = false
	)

Definition at line 2157 of file ElectronEnergyRegressionEvaluate.cc.

References funct::abs(), funct::cos(), gather_cfg::cout, fIsInitialized, forestUncertainty_eb, forestUncertainty_ee, fVersionType, GBRForest::GetResponse(), createfilelist::int, kWithTrkVarV1, rho, funct::sin(), findQualityFiles::v, create_public_pileup_plots::vals, and electrons_cff::vertices.

{
  // Checking if instance has been initialized
  if (fIsInitialized == kFALSE) {
    printf("ElectronEnergyRegressionEvaluate instance not initialized !!!");
    return 0;
  }

  // Checking if fVersionType is correct
  assert(fVersionType == kWithTrkVarV1);

  // Checking if fVersionType is correct
  assert(inputvars.size() == 42);

  double SCRawEnergy  = inputvars[0];
  double scEta  = inputvars[1];
  double scPhi  = inputvars[2];
  double R9  = inputvars[3];
  double etawidth  = inputvars[4];
  double phiwidth  = inputvars[5];
  double NClusters  = inputvars[6];
  double HoE  = inputvars[7];
  double rho  = inputvars[8];
  double vertices  = inputvars[9];
  double EtaSeed  = inputvars[10];
  double PhiSeed  = inputvars[11];
  double ESeed  = inputvars[12];
  double E3x3Seed  = inputvars[13];
  double E5x5Seed  = inputvars[14];
  double see  = inputvars[15];
  double spp  = inputvars[16];
  double sep  = inputvars[17];
  double EMaxSeed  = inputvars[18];
  double E2ndSeed  = inputvars[19];
  double ETopSeed  = inputvars[20];
  double EBottomSeed  = inputvars[21];
  double ELeftSeed  = inputvars[22];
  double ERightSeed  = inputvars[23];
  double E2x5MaxSeed  = inputvars[24];
  double E2x5TopSeed  = inputvars[25];
  double E2x5BottomSeed  = inputvars[26];
  double E2x5LeftSeed  = inputvars[27];
  double E2x5RightSeed  = inputvars[28];
  double IEtaSeed  = inputvars[29];
  double IPhiSeed  = inputvars[30];
  double EtaCrySeed  = inputvars[31];
  double PhiCrySeed  = inputvars[32];
  double PreShowerOverRaw  = inputvars[33];
  int    IsEcalDriven  = inputvars[34];
  double GsfTrackPIn  = inputvars[35];
  double fbrem  = inputvars[36];
  double Charge  = inputvars[37];
  double EoP  = inputvars[38];
  double TrackMomentumError  = inputvars[39];
  double EcalEnergyError  = inputvars[40];
  int    Classification  = inputvars[41]; 


  float *vals = (std::abs(scEta) <= 1.479) ? new float[46] : new float[39];
  if (std::abs(scEta) <= 1.479) {       // Barrel
    vals[0]  = SCRawEnergy;
    vals[1]  = scEta;
    vals[2]  = scPhi;
    vals[3]  = R9;
    vals[4]  = E5x5Seed/SCRawEnergy;
    vals[5]  = etawidth;
    vals[6]  = phiwidth;
    vals[7]  = NClusters;
    vals[8]  = HoE;
    vals[9]  = rho;
    vals[10] = vertices;
    vals[11] = EtaSeed - scEta;
    vals[12] = atan2(sin(PhiSeed-scPhi),cos(PhiSeed-scPhi));
    vals[13] = ESeed/SCRawEnergy;
    vals[14] = E3x3Seed/ESeed;
    vals[15] = E5x5Seed/ESeed;
    vals[16] = see;
    vals[17] = spp;
    vals[18] = sep;
    vals[19] = EMaxSeed/ESeed;
    vals[20] = E2ndSeed/ESeed;
    vals[21] = ETopSeed/ESeed;
    vals[22] = EBottomSeed/ESeed;
    vals[23] = ELeftSeed/ESeed;
    vals[24] = ERightSeed/ESeed;
    vals[25] = E2x5MaxSeed/ESeed;
    vals[26] = E2x5TopSeed/ESeed;
    vals[27] = E2x5BottomSeed/ESeed;
    vals[28] = E2x5LeftSeed/ESeed;
    vals[29] = E2x5RightSeed/ESeed;
    vals[30] = IsEcalDriven;
    vals[31] = GsfTrackPIn;
    vals[32] = fbrem;
    vals[33] = Charge;
    vals[34] = EoP;
    vals[35] = TrackMomentumError/GsfTrackPIn;
    vals[36] = EcalEnergyError/SCRawEnergy;
    vals[37] = Classification;
    vals[38] = IEtaSeed;
    vals[39] = IPhiSeed;
    vals[40] = ((int) IEtaSeed)%5;
    vals[41] = ((int) IPhiSeed)%2;
    vals[42] = (std::abs(IEtaSeed)<=25)*(((int)IEtaSeed)%25) + (std::abs(IEtaSeed)>25)*(((int) (IEtaSeed-25*std::abs(IEtaSeed)/IEtaSeed))%20);
    vals[43] = ((int) IPhiSeed)%20;
    vals[44] = EtaCrySeed;
    vals[45] = PhiCrySeed;
  }

  else {    // Endcap
    vals[0]  = SCRawEnergy;
    vals[1]  = scEta;
    vals[2]  = scPhi;
    vals[3]  = R9;
    vals[4]  = E5x5Seed/SCRawEnergy;
    vals[5]  = etawidth;
    vals[6]  = phiwidth;
    vals[7]  = NClusters;
    vals[8]  = HoE;
    vals[9]  = rho;
    vals[10] = vertices;
    vals[11] = EtaSeed - scEta;
    vals[12] = atan2(sin(PhiSeed-scPhi),cos(PhiSeed-scPhi));
    vals[13] = ESeed/SCRawEnergy;
    vals[14] = E3x3Seed/ESeed;
    vals[15] = E5x5Seed/ESeed;
    vals[16] = see;
    vals[17] = spp;
    vals[18] = sep;
    vals[19] = EMaxSeed/ESeed;
    vals[20] = E2ndSeed/ESeed;
    vals[21] = ETopSeed/ESeed;
    vals[22] = EBottomSeed/ESeed;
    vals[23] = ELeftSeed/ESeed;
    vals[24] = ERightSeed/ESeed;
    vals[25] = E2x5MaxSeed/ESeed;
    vals[26] = E2x5TopSeed/ESeed;
    vals[27] = E2x5BottomSeed/ESeed;
    vals[28] = E2x5LeftSeed/ESeed;
    vals[29] = E2x5RightSeed/ESeed;
    vals[30] = IsEcalDriven;
    vals[31] = GsfTrackPIn;
    vals[32] = fbrem;
    vals[33] = Charge;
    vals[34] = EoP;
    vals[35] = TrackMomentumError/GsfTrackPIn;
    vals[36] = EcalEnergyError/SCRawEnergy;
    vals[37] = Classification;
    vals[38] = PreShowerOverRaw;
  }

  // Now evaluating the regression
  double regressionResult = 0;

  if (fVersionType == kWithTrkVarV1) {
    if (std::abs(scEta) <= 1.479) regressionResult = SCRawEnergy * forestUncertainty_eb->GetResponse(vals);
    else regressionResult = (SCRawEnergy*(1+PreShowerOverRaw)) * forestUncertainty_ee->GetResponse(vals);
  }

  //print debug
  if (printDebug) {
    if (std::abs(scEta) <= 1.479) {
      std::cout << "Barrel :";
      for (unsigned int v=0; v < 46; ++v) std::cout << vals[v] << ", ";
      std::cout << "\n";
    }
    else {
      std::cout << "Endcap :";
      for (unsigned int v=0; v < 39; ++v) std::cout << vals[v] << ", ";
      std::cout << "\n";
    }
    std::cout << " SCRawEnergy = " << SCRawEnergy << " : PreShowerOverRaw = " << PreShowerOverRaw << std::endl;
    std::cout << "regression energy uncertainty = " << regressionResult << std::endl;
  }


  // Cleaning up and returning
  delete[] vals;
  return regressionResult;
}

double ElectronEnergyRegressionEvaluate::regressionUncertaintyWithTrkVarV2	(	double	SCRawEnergy,
		double	scEta,
		double	scPhi,
		double	R9,
		double	etawidth,
		double	phiwidth,
		double	NClusters,
		double	HoE,
		double	rho,
		double	vertices,
		double	EtaSeed,
		double	PhiSeed,
		double	ESeed,
		double	E3x3Seed,
		double	E5x5Seed,
		double	see,
		double	spp,
		double	sep,
		double	EMaxSeed,
		double	E2ndSeed,
		double	ETopSeed,
		double	EBottomSeed,
		double	ELeftSeed,
		double	ERightSeed,
		double	E2x5MaxSeed,
		double	E2x5TopSeed,
		double	E2x5BottomSeed,
		double	E2x5LeftSeed,
		double	E2x5RightSeed,
		double	IEtaSeed,
		double	IPhiSeed,
		double	EtaCrySeed,
		double	PhiCrySeed,
		double	PreShowerOverRaw,
		int	IsEcalDriven,
		double	GsfTrackPIn,
		double	fbrem,
		double	Charge,
		double	EoP,
		double	TrackMomentumError,
		double	EcalEnergyError,
		int	Classification,
		double	detaIn,
		double	dphiIn,
		double	detaCalo,
		double	dphiCalo,
		double	GsfTrackChiSqr,
		double	KFTrackNLayers,
		double	ElectronEnergyOverPout,
		bool	printDebug = false
	)

Definition at line 2540 of file ElectronEnergyRegressionEvaluate.cc.

References funct::abs(), funct::cos(), gather_cfg::cout, fIsInitialized, forestUncertainty_eb, forestUncertainty_ee, fVersionType, GBRForest::GetResponse(), createfilelist::int, kWithTrkVarV2, rho, funct::sin(), findQualityFiles::v, create_public_pileup_plots::vals, and electrons_cff::vertices.

Referenced by calculateRegressionEnergyUncertainty(), and isInitialized().

{
  // Checking if instance has been initialized
  if (fIsInitialized == kFALSE) {
    printf("ElectronEnergyRegressionEvaluate instance not initialized !!!");
    return 0;
  }

  // Checking if fVersionType is correct
  assert(fVersionType == kWithTrkVarV2);

  float *vals = (std::abs(scEta) <= 1.479) ? new float[53] : new float[46];
  if (std::abs(scEta) <= 1.479) {       // Barrel
    vals[0]  = SCRawEnergy;
    vals[1]  = scEta;
    vals[2]  = scPhi;
    vals[3]  = R9;
    vals[4]  = E5x5Seed/SCRawEnergy;
    vals[5]  = etawidth;
    vals[6]  = phiwidth;
    vals[7]  = NClusters;
    vals[8]  = HoE;
    vals[9]  = rho;
    vals[10] = vertices;
    vals[11] = EtaSeed - scEta;
    vals[12] = atan2(sin(PhiSeed-scPhi),cos(PhiSeed-scPhi));
    vals[13] = ESeed/SCRawEnergy;
    vals[14] = E3x3Seed/ESeed;
    vals[15] = E5x5Seed/ESeed;
    vals[16] = see;
    vals[17] = spp;
    vals[18] = sep;
    vals[19] = EMaxSeed/ESeed;
    vals[20] = E2ndSeed/ESeed;
    vals[21] = ETopSeed/ESeed;
    vals[22] = EBottomSeed/ESeed;
    vals[23] = ELeftSeed/ESeed;
    vals[24] = ERightSeed/ESeed;
    vals[25] = E2x5MaxSeed/ESeed;
    vals[26] = E2x5TopSeed/ESeed;
    vals[27] = E2x5BottomSeed/ESeed;
    vals[28] = E2x5LeftSeed/ESeed;
    vals[29] = E2x5RightSeed/ESeed;
    vals[30] = IsEcalDriven;
    vals[31] = GsfTrackPIn;
    vals[32] = fbrem;
    vals[33] = Charge;
    vals[34] = EoP;
    vals[35] = TrackMomentumError/GsfTrackPIn;
    vals[36] = EcalEnergyError/SCRawEnergy;
    vals[37] = Classification;
    vals[38] = detaIn;
    vals[39] = dphiIn;
    vals[40] = detaCalo;
    vals[41] = dphiCalo;
    vals[42] = GsfTrackChiSqr;
    vals[43] = KFTrackNLayers;
    vals[44] = ElectronEnergyOverPout;
    vals[45] = IEtaSeed;
    vals[46] = IPhiSeed;
    vals[47] = ((int) IEtaSeed)%5;
    vals[48] = ((int) IPhiSeed)%2;
    vals[49] = (std::abs(IEtaSeed)<=25)*(((int)IEtaSeed)%25) + (std::abs(IEtaSeed)>25)*(((int) (IEtaSeed-25*std::abs(IEtaSeed)/IEtaSeed))%20);
    vals[50] = ((int) IPhiSeed)%20;
    vals[51] = EtaCrySeed;
    vals[52] = PhiCrySeed;
  }

  else {    // Endcap
    vals[0]  = SCRawEnergy;
    vals[1]  = scEta;
    vals[2]  = scPhi;
    vals[3]  = R9;
    vals[4]  = E5x5Seed/SCRawEnergy;
    vals[5]  = etawidth;
    vals[6]  = phiwidth;
    vals[7]  = NClusters;
    vals[8]  = HoE;
    vals[9]  = rho;
    vals[10] = vertices;
    vals[11] = EtaSeed - scEta;
    vals[12] = atan2(sin(PhiSeed-scPhi),cos(PhiSeed-scPhi));
    vals[13] = ESeed/SCRawEnergy;
    vals[14] = E3x3Seed/ESeed;
    vals[15] = E5x5Seed/ESeed;
    vals[16] = see;
    vals[17] = spp;
    vals[18] = sep;
    vals[19] = EMaxSeed/ESeed;
    vals[20] = E2ndSeed/ESeed;
    vals[21] = ETopSeed/ESeed;
    vals[22] = EBottomSeed/ESeed;
    vals[23] = ELeftSeed/ESeed;
    vals[24] = ERightSeed/ESeed;
    vals[25] = E2x5MaxSeed/ESeed;
    vals[26] = E2x5TopSeed/ESeed;
    vals[27] = E2x5BottomSeed/ESeed;
    vals[28] = E2x5LeftSeed/ESeed;
    vals[29] = E2x5RightSeed/ESeed;
    vals[30] = IsEcalDriven;
    vals[31] = GsfTrackPIn;
    vals[32] = fbrem;
    vals[33] = Charge;
    vals[34] = EoP;
    vals[35] = TrackMomentumError/GsfTrackPIn;
    vals[36] = EcalEnergyError/SCRawEnergy;
    vals[37] = Classification;
    vals[38] = detaIn;
    vals[39] = dphiIn;
    vals[40] = detaCalo;
    vals[41] = dphiCalo;
    vals[42] = GsfTrackChiSqr;
    vals[43] = KFTrackNLayers;
    vals[44] = ElectronEnergyOverPout;
    vals[45] = PreShowerOverRaw;
  }

  // Now evaluating the regression
  double regressionResult = 0;

  if (fVersionType == kWithTrkVarV2) {
    if (std::abs(scEta) <= 1.479) regressionResult = SCRawEnergy * forestUncertainty_eb->GetResponse(vals);
    else regressionResult = (SCRawEnergy*(1+PreShowerOverRaw)) * forestUncertainty_ee->GetResponse(vals);
  }

  //print debug
  if (printDebug) {
    if (std::abs(scEta) <= 1.479) {
      std::cout << "Barrel :";
      for (unsigned int v=0; v < 53; ++v) std::cout << vals[v] << ", ";
      std::cout << "\n";
    }
    else {
      std::cout << "Endcap :";
      for (unsigned int v=0; v < 46; ++v) std::cout << vals[v] << ", ";
      std::cout << "\n";
    }
    std::cout << "SCRawEnergy = " << SCRawEnergy << " : PreShowerOverRaw = " << PreShowerOverRaw << std::endl;
    std::cout << "regression energy uncertainty = " << regressionResult << std::endl;
  }


  // Cleaning up and returning
  delete[] vals;
  return regressionResult;
}

double ElectronEnergyRegressionEvaluate::regressionUncertaintyWithTrkVarV2	(	std::vector< double > &	inputvars,
		bool	printDebug = false
	)

Definition at line 2944 of file ElectronEnergyRegressionEvaluate.cc.

References funct::abs(), funct::cos(), gather_cfg::cout, fIsInitialized, forestUncertainty_eb, forestUncertainty_ee, fVersionType, GBRForest::GetResponse(), createfilelist::int, kWithTrkVarV2, rho, funct::sin(), findQualityFiles::v, create_public_pileup_plots::vals, and electrons_cff::vertices.

{
  // Checking if instance has been initialized
  if (fIsInitialized == kFALSE) {
    printf("ElectronEnergyRegressionEvaluate instance not initialized !!!");
    return 0;
  }

  // Checking if fVersionType is correct
  assert(fVersionType == kWithTrkVarV2);

  // Checking if fVersionType is correct
  assert(inputvars.size() == 49);

  double SCRawEnergy  = inputvars[0];
  double scEta  = inputvars[1];
  double scPhi  = inputvars[2];
  double R9  = inputvars[3];
  double etawidth  = inputvars[4];
  double phiwidth  = inputvars[5];
  double NClusters  = inputvars[6];
  double HoE  = inputvars[7];
  double rho  = inputvars[8];
  double vertices  = inputvars[9];
  double EtaSeed  = inputvars[10];
  double PhiSeed  = inputvars[11];
  double ESeed  = inputvars[12];
  double E3x3Seed  = inputvars[13];
  double E5x5Seed  = inputvars[14];
  double see  = inputvars[15];
  double spp  = inputvars[16];
  double sep  = inputvars[17];
  double EMaxSeed  = inputvars[18];
  double E2ndSeed  = inputvars[19];
  double ETopSeed  = inputvars[20];
  double EBottomSeed  = inputvars[21];
  double ELeftSeed  = inputvars[22];
  double ERightSeed  = inputvars[23];
  double E2x5MaxSeed  = inputvars[24];
  double E2x5TopSeed  = inputvars[25];
  double E2x5BottomSeed  = inputvars[26];
  double E2x5LeftSeed  = inputvars[27];
  double E2x5RightSeed  = inputvars[28];
  double IEtaSeed  = inputvars[29];
  double IPhiSeed  = inputvars[30];
  double EtaCrySeed  = inputvars[31];
  double PhiCrySeed  = inputvars[32];
  double PreShowerOverRaw  = inputvars[33];
  int    IsEcalDriven  = inputvars[34];
  double GsfTrackPIn  = inputvars[35];
  double fbrem  = inputvars[36];
  double Charge  = inputvars[37];
  double EoP  = inputvars[38];
  double TrackMomentumError  = inputvars[39];
  double EcalEnergyError  = inputvars[40];
  int    Classification  = inputvars[41]; 
  double detaIn  = inputvars[42];
  double dphiIn  = inputvars[43];
  double detaCalo  = inputvars[44];
  double dphiCalo  = inputvars[45];
  double GsfTrackChiSqr  = inputvars[46];
  double KFTrackNLayers  = inputvars[47];
  double ElectronEnergyOverPout  = inputvars[48];

  float *vals = (std::abs(scEta) <= 1.479) ? new float[53] : new float[46];
  if (std::abs(scEta) <= 1.479) {       // Barrel
    vals[0]  = SCRawEnergy;
    vals[1]  = scEta;
    vals[2]  = scPhi;
    vals[3]  = R9;
    vals[4]  = E5x5Seed/SCRawEnergy;
    vals[5]  = etawidth;
    vals[6]  = phiwidth;
    vals[7]  = NClusters;
    vals[8]  = HoE;
    vals[9]  = rho;
    vals[10] = vertices;
    vals[11] = EtaSeed - scEta;
    vals[12] = atan2(sin(PhiSeed-scPhi),cos(PhiSeed-scPhi));
    vals[13] = ESeed/SCRawEnergy;
    vals[14] = E3x3Seed/ESeed;
    vals[15] = E5x5Seed/ESeed;
    vals[16] = see;
    vals[17] = spp;
    vals[18] = sep;
    vals[19] = EMaxSeed/ESeed;
    vals[20] = E2ndSeed/ESeed;
    vals[21] = ETopSeed/ESeed;
    vals[22] = EBottomSeed/ESeed;
    vals[23] = ELeftSeed/ESeed;
    vals[24] = ERightSeed/ESeed;
    vals[25] = E2x5MaxSeed/ESeed;
    vals[26] = E2x5TopSeed/ESeed;
    vals[27] = E2x5BottomSeed/ESeed;
    vals[28] = E2x5LeftSeed/ESeed;
    vals[29] = E2x5RightSeed/ESeed;
    vals[30] = IsEcalDriven;
    vals[31] = GsfTrackPIn;
    vals[32] = fbrem;
    vals[33] = Charge;
    vals[34] = EoP;
    vals[35] = TrackMomentumError/GsfTrackPIn;
    vals[36] = EcalEnergyError/SCRawEnergy;
    vals[37] = Classification;
    vals[38] = detaIn;
    vals[39] = dphiIn;
    vals[40] = detaCalo;
    vals[41] = dphiCalo;
    vals[42] = GsfTrackChiSqr;
    vals[43] = KFTrackNLayers;
    vals[44] = ElectronEnergyOverPout;
    vals[45] = IEtaSeed;
    vals[46] = IPhiSeed;
    vals[47] = ((int) IEtaSeed)%5;
    vals[48] = ((int) IPhiSeed)%2;
    vals[49] = (std::abs(IEtaSeed)<=25)*(((int)IEtaSeed)%25) + (std::abs(IEtaSeed)>25)*(((int) (IEtaSeed-25*std::abs(IEtaSeed)/IEtaSeed))%20);
    vals[50] = ((int) IPhiSeed)%20;
    vals[51] = EtaCrySeed;
    vals[52] = PhiCrySeed;
  }

  else {    // Endcap
    vals[0]  = SCRawEnergy;
    vals[1]  = scEta;
    vals[2]  = scPhi;
    vals[3]  = R9;
    vals[4]  = E5x5Seed/SCRawEnergy;
    vals[5]  = etawidth;
    vals[6]  = phiwidth;
    vals[7]  = NClusters;
    vals[8]  = HoE;
    vals[9]  = rho;
    vals[10] = vertices;
    vals[11] = EtaSeed - scEta;
    vals[12] = atan2(sin(PhiSeed-scPhi),cos(PhiSeed-scPhi));
    vals[13] = ESeed/SCRawEnergy;
    vals[14] = E3x3Seed/ESeed;
    vals[15] = E5x5Seed/ESeed;
    vals[16] = see;
    vals[17] = spp;
    vals[18] = sep;
    vals[19] = EMaxSeed/ESeed;
    vals[20] = E2ndSeed/ESeed;
    vals[21] = ETopSeed/ESeed;
    vals[22] = EBottomSeed/ESeed;
    vals[23] = ELeftSeed/ESeed;
    vals[24] = ERightSeed/ESeed;
    vals[25] = E2x5MaxSeed/ESeed;
    vals[26] = E2x5TopSeed/ESeed;
    vals[27] = E2x5BottomSeed/ESeed;
    vals[28] = E2x5LeftSeed/ESeed;
    vals[29] = E2x5RightSeed/ESeed;
    vals[30] = IsEcalDriven;
    vals[31] = GsfTrackPIn;
    vals[32] = fbrem;
    vals[33] = Charge;
    vals[34] = EoP;
    vals[35] = TrackMomentumError/GsfTrackPIn;
    vals[36] = EcalEnergyError/SCRawEnergy;
    vals[37] = Classification;
    vals[38] = detaIn;
    vals[39] = dphiIn;
    vals[40] = detaCalo;
    vals[41] = dphiCalo;
    vals[42] = GsfTrackChiSqr;
    vals[43] = KFTrackNLayers;
    vals[44] = ElectronEnergyOverPout;
    vals[45] = PreShowerOverRaw;
  }

  // Now evaluating the regression
  double regressionResult = 0;

  if (fVersionType == kWithTrkVarV2) {
    if (std::abs(scEta) <= 1.479) regressionResult = SCRawEnergy * forestUncertainty_eb->GetResponse(vals);
    else regressionResult = (SCRawEnergy*(1+PreShowerOverRaw)) * forestUncertainty_ee->GetResponse(vals);
  }

  //print debug
  if (printDebug) {
    if (std::abs(scEta) <= 1.479) {
      std::cout << "Barrel :";
      for (unsigned int v=0; v < 53; ++v) std::cout << vals[v] << ", ";
      std::cout << "\n";
    }
    else {
      std::cout << "Endcap :";
      for (unsigned int v=0; v < 46; ++v) std::cout << vals[v] << ", ";
      std::cout << "\n";
    }
    std::cout << "SCRawEnergy = " << SCRawEnergy << " : PreShowerOverRaw = " << PreShowerOverRaw << std::endl;
    std::cout << "regression energy uncertainty = " << regressionResult << std::endl;
  }


  // Cleaning up and returning
  delete[] vals;
  return regressionResult;
}

double ElectronEnergyRegressionEvaluate::regressionValueNoTrkVar	(	double	SCRawEnergy,
		double	scEta,
		double	scPhi,
		double	R9,
		double	etawidth,
		double	phiwidth,
		double	NClusters,
		double	HoE,
		double	rho,
		double	vertices,
		double	EtaSeed,
		double	PhiSeed,
		double	ESeed,
		double	E3x3Seed,
		double	E5x5Seed,
		double	see,
		double	spp,
		double	sep,
		double	EMaxSeed,
		double	E2ndSeed,
		double	ETopSeed,
		double	EBottomSeed,
		double	ELeftSeed,
		double	ERightSeed,
		double	E2x5MaxSeed,
		double	E2x5TopSeed,
		double	E2x5BottomSeed,
		double	E2x5LeftSeed,
		double	E2x5RightSeed,
		double	IEtaSeed,
		double	IPhiSeed,
		double	EtaCrySeed,
		double	PhiCrySeed,
		double	PreShowerOverRaw,
		bool	printDebug = false
	)

Definition at line 605 of file ElectronEnergyRegressionEvaluate.cc.

References funct::abs(), funct::cos(), gather_cfg::cout, fIsInitialized, forestCorrection_eb, forestCorrection_ee, fVersionType, GBRForest::GetResponse(), createfilelist::int, kNoTrkVar, rho, funct::sin(), findQualityFiles::v, create_public_pileup_plots::vals, and electrons_cff::vertices.

Referenced by calculateRegressionEnergy(), isInitialized(), and RegressionEnergyPatElectronProducer::produce().

{
  // Checking if instance has been initialized
  if (fIsInitialized == kFALSE) {
    printf("ElectronEnergyRegressionEvaluate instance not initialized !!!");
    return 0;
  }

  // Checking if type is correct
  if (!(fVersionType == kNoTrkVar)) {
    std::cout << "Error: Regression VersionType " << fVersionType << " is not supported to use function regressionValueNoTrkVar.\n";
    return 0;
  }
    assert(forestCorrection_ee);

  // Now applying regression according to version and (endcap/barrel)
  float *vals = (std::abs(scEta) <= 1.479) ? new float[38] : new float[31];
  if (std::abs(scEta) <= 1.479) {       // Barrel
    vals[0]  = SCRawEnergy;
    vals[1]  = scEta;
    vals[2]  = scPhi;
    vals[3]  = R9;
    vals[4]  = E5x5Seed/SCRawEnergy;
    vals[5]  = etawidth;
    vals[6]  = phiwidth;
    vals[7]  = NClusters;
    vals[8]  = HoE;
    vals[9]  = rho;
    vals[10] = vertices;
    vals[11] = EtaSeed - scEta;
    vals[12] = atan2(sin(PhiSeed-scPhi),cos(PhiSeed-scPhi));
    vals[13] = ESeed/SCRawEnergy;
    vals[14] = E3x3Seed/ESeed;
    vals[15] = E5x5Seed/ESeed;
    vals[16] = see;
    vals[17] = spp;
    vals[18] = sep;
    vals[19] = EMaxSeed/ESeed;
    vals[20] = E2ndSeed/ESeed;
    vals[21] = ETopSeed/ESeed;
    vals[22] = EBottomSeed/ESeed;
    vals[23] = ELeftSeed/ESeed;
    vals[24] = ERightSeed/ESeed;
    vals[25] = E2x5MaxSeed/ESeed;
    vals[26] = E2x5TopSeed/ESeed;
    vals[27] = E2x5BottomSeed/ESeed;
    vals[28] = E2x5LeftSeed/ESeed;
    vals[29] = E2x5RightSeed/ESeed;
    vals[30] = IEtaSeed;
    vals[31] = IPhiSeed;
    vals[32] = ((int) IEtaSeed)%5;
    vals[33] = ((int) IPhiSeed)%2;
    vals[34] = (std::abs(IEtaSeed)<=25)*(((int)IEtaSeed)%25) + (std::abs(IEtaSeed)>25)*(((int) (IEtaSeed-25*std::abs(IEtaSeed)/IEtaSeed))%20);
    vals[35] = ((int) IPhiSeed)%20;
    vals[36] = EtaCrySeed;
    vals[37] = PhiCrySeed;
  }
  else {    // Endcap
    vals[0]  = SCRawEnergy;
    vals[1]  = scEta;
    vals[2]  = scPhi;
    vals[3]  = R9;
    vals[4]  = E5x5Seed/SCRawEnergy;
    vals[5]  = etawidth;
    vals[6]  = phiwidth;
    vals[7]  = NClusters;
    vals[8]  = HoE;
    vals[9]  = rho;
    vals[10] = vertices;
    vals[11] = EtaSeed - scEta;
    vals[12] = atan2(sin(PhiSeed-scPhi),cos(PhiSeed-scPhi));
    vals[13] = ESeed/SCRawEnergy;
    vals[14] = E3x3Seed/ESeed;
    vals[15] = E5x5Seed/ESeed;
    vals[16] = see;
    vals[17] = spp;
    vals[18] = sep;
    vals[19] = EMaxSeed/ESeed;
    vals[20] = E2ndSeed/ESeed;
    vals[21] = ETopSeed/ESeed;
    vals[22] = EBottomSeed/ESeed;
    vals[23] = ELeftSeed/ESeed;
    vals[24] = ERightSeed/ESeed;
    vals[25] = E2x5MaxSeed/ESeed;
    vals[26] = E2x5TopSeed/ESeed;
    vals[27] = E2x5BottomSeed/ESeed;
    vals[28] = E2x5LeftSeed/ESeed;
    vals[29] = E2x5RightSeed/ESeed;
    vals[30] = PreShowerOverRaw;
  }

  // Now evaluating the regression
  double regressionResult = 0;
  Int_t BinIndex = -1;

  if (fVersionType == kNoTrkVar) {
    if (std::abs(scEta) <= 1.479) { 
      regressionResult = SCRawEnergy * forestCorrection_eb->GetResponse(vals); 
      BinIndex = 0;
    }
    else {
      regressionResult = (SCRawEnergy*(1+PreShowerOverRaw)) * forestCorrection_ee->GetResponse(vals);
      BinIndex = 1;
    }
  }

  //print debug
  if (printDebug) {    
    if ( std::abs(scEta) <= 1.479) {
      std::cout << "Barrel :";
      for (unsigned int v=0; v < 38; ++v) std::cout << vals[v] << ", ";
      std::cout << "\n";
    }
    else {
      std::cout << "Endcap :";
      for (unsigned int v=0; v < 31; ++v) std::cout << vals[v] << ", ";
      std::cout << "\n";
    }
    std::cout << "BinIndex : " << BinIndex << "\n";
    std::cout << "SCRawEnergy = " << SCRawEnergy << " : PreShowerOverRaw = " << PreShowerOverRaw << std::endl;
    std::cout << "regression energy = " << regressionResult << std::endl;
  }
  

  // Cleaning up and returning
  delete[] vals;
  return regressionResult;
}

double ElectronEnergyRegressionEvaluate::regressionValueNoTrkVarV1	(	double	SCRawEnergy,
		double	scEta,
		double	scPhi,
		double	R9,
		double	etawidth,
		double	phiwidth,
		double	NClusters,
		double	HoE,
		double	rho,
		double	vertices,
		double	EtaSeed,
		double	PhiSeed,
		double	ESeed,
		double	E3x3Seed,
		double	E5x5Seed,
		double	see,
		double	spp,
		double	sep,
		double	EMaxSeed,
		double	E2ndSeed,
		double	ETopSeed,
		double	EBottomSeed,
		double	ELeftSeed,
		double	ERightSeed,
		double	E2x5MaxSeed,
		double	E2x5TopSeed,
		double	E2x5BottomSeed,
		double	E2x5LeftSeed,
		double	E2x5RightSeed,
		double	IEtaSeed,
		double	IPhiSeed,
		double	EtaCrySeed,
		double	PhiCrySeed,
		double	PreShowerOverRaw,
		int	IsEcalDriven,
		bool	printDebug = false
	)

Definition at line 935 of file ElectronEnergyRegressionEvaluate.cc.

References funct::abs(), funct::cos(), gather_cfg::cout, fIsInitialized, forestCorrection_eb, forestCorrection_ee, fVersionType, GBRForest::GetResponse(), createfilelist::int, kNoTrkVarV1, rho, funct::sin(), findQualityFiles::v, create_public_pileup_plots::vals, and electrons_cff::vertices.

Referenced by calculateRegressionEnergy(), and isInitialized().

{
  // Checking if instance has been initialized
  if (fIsInitialized == kFALSE) {
    printf("ElectronEnergyRegressionEvaluate instance not initialized !!!");
    return 0;
  }

  // Checking if type is correct
  if (!(fVersionType == kNoTrkVarV1)) {
    std::cout << "Error: Regression VersionType " << fVersionType << " is not supported to use function regressionValueNoTrkVar.\n";
    return 0;
  }

  // Now applying regression according to version and (endcap/barrel)
  float *vals = (std::abs(scEta) <= 1.479) ? new float[39] : new float[32];
  if (std::abs(scEta) <= 1.479) {       // Barrel
    vals[0]  = SCRawEnergy;
    vals[1]  = scEta;
    vals[2]  = scPhi;
    vals[3]  = R9;
    vals[4]  = E5x5Seed/SCRawEnergy;
    vals[5]  = etawidth;
    vals[6]  = phiwidth;
    vals[7]  = NClusters;
    vals[8]  = HoE;
    vals[9]  = rho;
    vals[10] = vertices;
    vals[11] = EtaSeed - scEta;
    vals[12] = atan2(sin(PhiSeed-scPhi),cos(PhiSeed-scPhi));
    vals[13] = ESeed/SCRawEnergy;
    vals[14] = E3x3Seed/ESeed;
    vals[15] = E5x5Seed/ESeed;
    vals[16] = see;
    vals[17] = spp;
    vals[18] = sep;
    vals[19] = EMaxSeed/ESeed;
    vals[20] = E2ndSeed/ESeed;
    vals[21] = ETopSeed/ESeed;
    vals[22] = EBottomSeed/ESeed;
    vals[23] = ELeftSeed/ESeed;
    vals[24] = ERightSeed/ESeed;
    vals[25] = E2x5MaxSeed/ESeed;
    vals[26] = E2x5TopSeed/ESeed;
    vals[27] = E2x5BottomSeed/ESeed;
    vals[28] = E2x5LeftSeed/ESeed;
    vals[29] = E2x5RightSeed/ESeed;
    vals[30] = IsEcalDriven;
    vals[31] = IEtaSeed;
    vals[32] = IPhiSeed;
    vals[33] = ((int) IEtaSeed)%5;
    vals[34] = ((int) IPhiSeed)%2;
    vals[35] = (std::abs(IEtaSeed)<=25)*(((int)IEtaSeed)%25) + (std::abs(IEtaSeed)>25)*(((int) (IEtaSeed-25*std::abs(IEtaSeed)/IEtaSeed))%20);
    vals[36] = ((int) IPhiSeed)%20;
    vals[37] = EtaCrySeed;
    vals[38] = PhiCrySeed;
  }
  else {    // Endcap
    vals[0]  = SCRawEnergy;
    vals[1]  = scEta;
    vals[2]  = scPhi;
    vals[3]  = R9;
    vals[4]  = E5x5Seed/SCRawEnergy;
    vals[5]  = etawidth;
    vals[6]  = phiwidth;
    vals[7]  = NClusters;
    vals[8]  = HoE;
    vals[9]  = rho;
    vals[10] = vertices;
    vals[11] = EtaSeed - scEta;
    vals[12] = atan2(sin(PhiSeed-scPhi),cos(PhiSeed-scPhi));
    vals[13] = ESeed/SCRawEnergy;
    vals[14] = E3x3Seed/ESeed;
    vals[15] = E5x5Seed/ESeed;
    vals[16] = see;
    vals[17] = spp;
    vals[18] = sep;
    vals[19] = EMaxSeed/ESeed;
    vals[20] = E2ndSeed/ESeed;
    vals[21] = ETopSeed/ESeed;
    vals[22] = EBottomSeed/ESeed;
    vals[23] = ELeftSeed/ESeed;
    vals[24] = ERightSeed/ESeed;
    vals[25] = E2x5MaxSeed/ESeed;
    vals[26] = E2x5TopSeed/ESeed;
    vals[27] = E2x5BottomSeed/ESeed;
    vals[28] = E2x5LeftSeed/ESeed;
    vals[29] = E2x5RightSeed/ESeed;
    vals[30] = IsEcalDriven;
    vals[31] = PreShowerOverRaw;
  }

  // Now evaluating the regression
  double regressionResult = 0;
  Int_t BinIndex = -1;

  if (fVersionType == kNoTrkVarV1) {
    if (std::abs(scEta) <= 1.479) { 
      regressionResult = SCRawEnergy * forestCorrection_eb->GetResponse(vals); 
      BinIndex = 0;
    }
    else {
      regressionResult = (SCRawEnergy*(1+PreShowerOverRaw)) * forestCorrection_ee->GetResponse(vals);
      BinIndex = 1;
    }
  }

  //print debug
  if (printDebug) {    
    if ( std::abs(scEta) <= 1.479) {
      std::cout << "Barrel :";
      for (unsigned int v=0; v < 39; ++v) std::cout << vals[v] << ", ";
      std::cout << "\n";
    }
    else {
      std::cout << "Endcap :";
      for (unsigned int v=0; v < 32; ++v) std::cout << vals[v] << ", ";
      std::cout << "\n";
    }
    std::cout << "BinIndex : " << BinIndex << "\n";
    std::cout << "SCRawEnergy = " << SCRawEnergy << " : PreShowerOverRaw = " << PreShowerOverRaw << std::endl;
    std::cout << "regression energy = " << regressionResult << std::endl;
  }
  

  // Cleaning up and returning
  delete[] vals;
  return regressionResult;
}

double ElectronEnergyRegressionEvaluate::regressionValueWithSubClusters	(	double	SCRawEnergy,
		double	scEta,
		double	scPhi,
		double	R9,
		double	etawidth,
		double	phiwidth,
		double	NClusters,
		double	HoE,
		double	rho,
		double	vertices,
		double	EtaSeed,
		double	PhiSeed,
		double	ESeed,
		double	E3x3Seed,
		double	E5x5Seed,
		double	see,
		double	spp,
		double	sep,
		double	EMaxSeed,
		double	E2ndSeed,
		double	ETopSeed,
		double	EBottomSeed,
		double	ELeftSeed,
		double	ERightSeed,
		double	E2x5MaxSeed,
		double	E2x5TopSeed,
		double	E2x5BottomSeed,
		double	E2x5LeftSeed,
		double	E2x5RightSeed,
		double	IEtaSeed,
		double	IPhiSeed,
		double	EtaCrySeed,
		double	PhiCrySeed,
		double	PreShowerOverRaw,
		double	isEcalDriven,
		double	isEtaGap,
		double	isPhiGap,
		double	isDeeGap,
		double	ESubs,
		double	ESub1,
		double	EtaSub1,
		double	PhiSub1,
		double	EMaxSub1,
		double	E3x3Sub1,
		double	ESub2,
		double	EtaSub2,
		double	PhiSub2,
		double	EMaxSub2,
		double	E3x3Sub2,
		double	ESub3,
		double	EtaSub3,
		double	PhiSub3,
		double	EMaxSub3,
		double	E3x3Sub3,
		double	NPshwClusters,
		double	EPshwSubs,
		double	EPshwSub1,
		double	EtaPshwSub1,
		double	PhiPshwSub1,
		double	EPshwSub2,
		double	EtaPshwSub2,
		double	PhiPshwSub2,
		double	EPshwSub3,
		double	EtaPshwSub3,
		double	PhiPshwSub3,
		bool	isEB,
		bool	printDebug = false
	)

Definition at line 3145 of file ElectronEnergyRegressionEvaluate.cc.

References funct::abs(), funct::cos(), gather_cfg::cout, fIsInitialized, forestCorrection_eb, forestCorrection_ee, fVersionType, GBRForest::GetResponse(), createfilelist::int, kWithSubCluVar, rho, funct::sin(), findQualityFiles::v, create_public_pileup_plots::vals, and electrons_cff::vertices.

Referenced by calculateRegressionEnergy(), isInitialized(), and RegressionEnergyPatElectronProducer::produce().

{

    // Checking if instance has been initialized
    if (fIsInitialized == kFALSE) {
        printf("ElectronEnergyRegressionEvaluate instance not initialized !!!");
        return 0;
    }

    // Checking if type is correct
    if (!(fVersionType == kWithSubCluVar)) {
        std::cout << "Error: Regression VersionType " << fVersionType << " is not supported to use function regressionValueWithSubClusters.\n";
        return 0;
    }



  // Now applying regression according to version and (endcap/barrel)
  float *vals = (isEB) ? new float[61] : new float[65];
  if (isEB) {       // Barrel
    vals[0]  = rho;
    vals[1] = vertices;
    vals[2] = isEcalDriven;
    vals[3] = isEtaGap;
    vals[4] = isPhiGap;
    vals[5] = isDeeGap;
    vals[6]  = SCRawEnergy;
    vals[7]  = scEta;
    vals[8]  = scPhi;
    vals[9]  = R9;
    vals[10]  = etawidth;
    vals[11]  = phiwidth;
    vals[12]  = NClusters;
    vals[13]  = HoE;
    vals[14] = EtaSeed - scEta;
    vals[15] = atan2(sin(PhiSeed-scPhi),cos(PhiSeed-scPhi));
    vals[16] = ESeed/SCRawEnergy;
    vals[17] = E3x3Seed/ESeed;
    vals[18]  = E5x5Seed/SCRawEnergy;
    vals[19] = E5x5Seed/ESeed;
    vals[20] = EMaxSeed/ESeed;
    vals[21] = E2ndSeed/ESeed;
    vals[22] = ETopSeed/ESeed;
    vals[23] = EBottomSeed/ESeed;
    vals[24] = ELeftSeed/ESeed;
    vals[25] = ERightSeed/ESeed;
    vals[26] = E2x5MaxSeed/ESeed;
    vals[27] = E2x5TopSeed/ESeed;
    vals[28] = E2x5BottomSeed/ESeed;
    vals[29] = E2x5LeftSeed/ESeed;
    vals[30] = E2x5RightSeed/ESeed;
    vals[31] = see;
    vals[32] = spp;
    vals[33] = sep;
    vals[34] = phiwidth/etawidth;
    vals[35] = (ELeftSeed+ERightSeed==0. ? 0. : (ELeftSeed-ERightSeed)/(ELeftSeed+ERightSeed));
    vals[36] = (ETopSeed+EBottomSeed==0. ? 0. : (ETopSeed-EBottomSeed)/(ETopSeed+EBottomSeed));
    vals[37] = ESubs/SCRawEnergy;
    vals[38] = ESub1/SCRawEnergy;
    vals[39] = (NClusters<=1 ? 999. : EtaSub1-EtaSeed);
    vals[40] = (NClusters<=1 ? 999. : atan2(sin(PhiSub1-PhiSeed),cos(PhiSub1-PhiSeed)));
    vals[41] = (NClusters<=1 ? 0.   : EMaxSub1/ESub1);
    vals[42] = (NClusters<=1 ? 0.   : E3x3Sub1/ESub1);
    vals[43] = ESub2/SCRawEnergy;
    vals[44] = (NClusters<=2 ? 999. : EtaSub2-EtaSeed);
    vals[45] = (NClusters<=2 ? 999. : atan2(sin(PhiSub2-PhiSeed),cos(PhiSub2-PhiSeed)));
    vals[46] = (NClusters<=2 ? 0.   : EMaxSub2/ESub2);
    vals[47] = (NClusters<=2 ? 0.   : E3x3Sub2/ESub2);
    vals[48] = ESub3/SCRawEnergy;
    vals[49] = (NClusters<=3 ? 999. : EtaSub3-EtaSeed);
    vals[50] = (NClusters<=3 ? 999. : atan2(sin(PhiSub3-PhiSeed),cos(PhiSub3-PhiSeed)));
    vals[51] = (NClusters<=3 ? 0.   : EMaxSub3/ESub3);
    vals[52] = (NClusters<=3 ? 0.   : E3x3Sub3/ESub3);
    vals[53] = IEtaSeed;
    vals[54] = ((int) IEtaSeed)%5;
    vals[55] = (std::abs(IEtaSeed)<=25)*(((int)IEtaSeed)%25) + (std::abs(IEtaSeed)>25)*(((int) (IEtaSeed-25*std::abs(IEtaSeed)/IEtaSeed))%20);
    vals[56] = IPhiSeed;
    vals[57] = ((int) IPhiSeed)%2;
    vals[58] = ((int) IPhiSeed)%20;
    vals[59] = EtaCrySeed;
    vals[60] = PhiCrySeed;
  }
  else {    // Endcap
    vals[0]  = rho;
    vals[1] = vertices;
    vals[2] = isEcalDriven;
    vals[3] = isEtaGap;
    vals[4] = isPhiGap;
    vals[5] = isDeeGap;
    vals[6]  = SCRawEnergy;
    vals[7]  = scEta;
    vals[8]  = scPhi;
    vals[9]  = R9;
    vals[10]  = etawidth;
    vals[11]  = phiwidth;
    vals[12]  = NClusters;
    vals[13]  = HoE;
    vals[14] = EtaSeed - scEta;
    vals[15] = atan2(sin(PhiSeed-scPhi),cos(PhiSeed-scPhi));
    vals[16] = ESeed/SCRawEnergy;
    vals[17] = E3x3Seed/ESeed;
    vals[18]  = E5x5Seed/SCRawEnergy;
    vals[19] = E5x5Seed/ESeed;
    vals[20] = EMaxSeed/ESeed;
    vals[21] = E2ndSeed/ESeed;
    vals[22] = ETopSeed/ESeed;
    vals[23] = EBottomSeed/ESeed;
    vals[24] = ELeftSeed/ESeed;
    vals[25] = ERightSeed/ESeed;
    vals[26] = E2x5MaxSeed/ESeed;
    vals[27] = E2x5TopSeed/ESeed;
    vals[28] = E2x5BottomSeed/ESeed;
    vals[29] = E2x5LeftSeed/ESeed;
    vals[30] = E2x5RightSeed/ESeed;
    vals[31] = see;
    vals[32] = spp;
    vals[33] = sep;
    vals[34] = phiwidth/etawidth;
    vals[35] = (ELeftSeed+ERightSeed==0. ? 0. : (ELeftSeed-ERightSeed)/(ELeftSeed+ERightSeed));
    vals[36] = (ETopSeed+EBottomSeed==0. ? 0. : (ETopSeed-EBottomSeed)/(ETopSeed+EBottomSeed));
    vals[37] = ESubs/SCRawEnergy;
    vals[38] = ESub1/SCRawEnergy;
    vals[39] = (NClusters<=1 ? 999. : EtaSub1-EtaSeed);
    vals[40] = (NClusters<=1 ? 999. : atan2(sin(PhiSub1-PhiSeed),cos(PhiSub1-PhiSeed)));
    vals[41] = (NClusters<=1 ? 0.   : EMaxSub1/ESub1);
    vals[42] = (NClusters<=1 ? 0.   : E3x3Sub1/ESub1);
    vals[43] = ESub2/SCRawEnergy;
    vals[44] = (NClusters<=2 ? 999. : EtaSub2-EtaSeed);
    vals[45] = (NClusters<=2 ? 999. : atan2(sin(PhiSub2-PhiSeed),cos(PhiSub2-PhiSeed)));
    vals[46] = (NClusters<=2 ? 0.   : EMaxSub2/ESub2);
    vals[47] = (NClusters<=2 ? 0.   : E3x3Sub2/ESub2);
    vals[48] = ESub3/SCRawEnergy;
    vals[49] = (NClusters<=3 ? 999. : EtaSub3-EtaSeed);
    vals[50] = (NClusters<=3 ? 999. : atan2(sin(PhiSub3-PhiSeed),cos(PhiSub3-PhiSeed)));
    vals[51] = (NClusters<=3 ? 0.   : EMaxSub3/ESub3);
    vals[52] = (NClusters<=3 ? 0.   : E3x3Sub3/ESub3);
    vals[53] = PreShowerOverRaw;
    vals[54] = NPshwClusters;
    vals[55] = EPshwSubs/SCRawEnergy;
    vals[56] = EPshwSub1/SCRawEnergy;
    vals[57] = (NPshwClusters==0 ? 999. : EtaPshwSub1-EtaSeed);
    vals[58] = (NPshwClusters==0 ? 999. : atan2(sin(PhiPshwSub1-PhiSeed),cos(PhiPshwSub1-PhiSeed)));
    vals[59] = EPshwSub2/SCRawEnergy;
    vals[60] = (NPshwClusters<=1 ? 999. : EtaPshwSub2-EtaSeed);
    vals[61] = (NPshwClusters<=1 ? 999. : atan2(sin(PhiPshwSub2-PhiSeed),cos(PhiPshwSub2-PhiSeed)));
    vals[62] = EPshwSub3/SCRawEnergy;
    vals[63] = (NPshwClusters<=2 ? 999. : EtaPshwSub3-EtaSeed);
    vals[64] = (NPshwClusters<=2 ? 999. : atan2(sin(PhiPshwSub3-PhiSeed),cos(PhiPshwSub3-PhiSeed)));

  }

  // Now evaluating the regression
  double regressionResult = 0;
  Int_t BinIndex = -1;

  if (fVersionType == kWithSubCluVar) {
    if (isEB) { 
      regressionResult = SCRawEnergy * forestCorrection_eb->GetResponse(vals); 
      BinIndex = 0;
    }
    else {
      regressionResult = (SCRawEnergy*(1+PreShowerOverRaw)) * forestCorrection_ee->GetResponse(vals);
      BinIndex = 1;
    }
  }

  //print debug
  if (printDebug) {    
    if (isEB) {
      std::cout << "Barrel :";
      for (unsigned int v=0; v < 61; ++v) std::cout << v << "=" << vals[v] << ", ";
      std::cout << "\n";
    }
    else {
      std::cout << "Endcap :";
      for (unsigned int v=0; v < 65; ++v) std::cout << v << "=" << vals[v] << ", ";
      std::cout << "\n";
    }
    std::cout << "BinIndex : " << BinIndex << "\n";
    std::cout << "SCRawEnergy = " << SCRawEnergy << " : PreShowerOverRaw = " << PreShowerOverRaw << std::endl;
    std::cout << "regression energy = " << regressionResult << std::endl;
  }
  

  // Cleaning up and returning
  delete[] vals;
  return regressionResult;
}

double ElectronEnergyRegressionEvaluate::regressionValueWithTrkVar	(	double	electronP,
		double	SCRawEnergy,
		double	scEta,
		double	scPhi,
		double	R9,
		double	etawidth,
		double	phiwidth,
		double	NClusters,
		double	HoE,
		double	rho,
		double	vertices,
		double	EtaSeed,
		double	PhiSeed,
		double	ESeed,
		double	E3x3Seed,
		double	E5x5Seed,
		double	see,
		double	spp,
		double	sep,
		double	EMaxSeed,
		double	E2ndSeed,
		double	ETopSeed,
		double	EBottomSeed,
		double	ELeftSeed,
		double	ERightSeed,
		double	E2x5MaxSeed,
		double	E2x5TopSeed,
		double	E2x5BottomSeed,
		double	E2x5LeftSeed,
		double	E2x5RightSeed,
		double	pt,
		double	GsfTrackPIn,
		double	fbrem,
		double	Charge,
		double	EoP,
		double	IEtaSeed,
		double	IPhiSeed,
		double	EtaCrySeed,
		double	PhiCrySeed,
		double	PreShowerOverRaw,
		bool	printDebug = false
	)

Definition at line 1271 of file ElectronEnergyRegressionEvaluate.cc.

References funct::abs(), funct::cos(), gather_cfg::cout, fIsInitialized, forestCorrection_eb, forestCorrection_ee, fVersionType, GBRForest::GetResponse(), createfilelist::int, kWithTrkVar, EnergyCorrector::pt, rho, funct::sin(), findQualityFiles::v, create_public_pileup_plots::vals, and electrons_cff::vertices.

Referenced by isInitialized(), and RegressionEnergyPatElectronProducer::produce().

{
  // Checking if instance has been initialized
  if (fIsInitialized == kFALSE) {
    printf("ElectronEnergyRegressionEvaluate instance not initialized !!!");
    return 0;
  }

  // Checking if fVersionType is correct
  assert(fVersionType == kWithTrkVar);

  float *vals = (std::abs(scEta) <= 1.479) ? new float[43] : new float[36];
  if (std::abs(scEta) <= 1.479) {       // Barrel
    vals[0]  = SCRawEnergy;
    vals[1]  = scEta;
    vals[2]  = scPhi;
    vals[3]  = R9;
    vals[4]  = E5x5Seed/SCRawEnergy;
    vals[5]  = etawidth;
    vals[6]  = phiwidth;
    vals[7]  = NClusters;
    vals[8]  = HoE;
    vals[9]  = rho;
    vals[10] = vertices;
    vals[11] = EtaSeed - scEta;
    vals[12] = atan2(sin(PhiSeed-scPhi),cos(PhiSeed-scPhi));
    vals[13] = ESeed/SCRawEnergy;
    vals[14] = E3x3Seed/ESeed;
    vals[15] = E5x5Seed/ESeed;
    vals[16] = see;
    vals[17] = spp;
    vals[18] = sep;
    vals[19] = EMaxSeed/ESeed;
    vals[20] = E2ndSeed/ESeed;
    vals[21] = ETopSeed/ESeed;
    vals[22] = EBottomSeed/ESeed;
    vals[23] = ELeftSeed/ESeed;
    vals[24] = ERightSeed/ESeed;
    vals[25] = E2x5MaxSeed/ESeed;
    vals[26] = E2x5TopSeed/ESeed;
    vals[27] = E2x5BottomSeed/ESeed;
    vals[28] = E2x5LeftSeed/ESeed;
    vals[29] = E2x5RightSeed/ESeed;
    vals[30] = pt;
    vals[31] = GsfTrackPIn;
    vals[32] = fbrem;
    vals[33] = Charge;
    vals[34] = EoP;
    vals[35] = IEtaSeed;
    vals[36] = IPhiSeed;
    vals[37] = ((int) IEtaSeed)%5;
    vals[38] = ((int) IPhiSeed)%2;
    vals[39] = (std::abs(IEtaSeed)<=25)*(((int)IEtaSeed)%25) + (std::abs(IEtaSeed)>25)*(((int) (IEtaSeed-25*std::abs(IEtaSeed)/IEtaSeed))%20);
    vals[40] = ((int) IPhiSeed)%20;
    vals[41] = EtaCrySeed;
    vals[42] = PhiCrySeed;
  }

  else {    // Endcap
    vals[0]  = SCRawEnergy;
    vals[1]  = scEta;
    vals[2]  = scPhi;
    vals[3]  = R9;
    vals[4]  = E5x5Seed/SCRawEnergy;
    vals[5]  = etawidth;
    vals[6]  = phiwidth;
    vals[7]  = NClusters;
    vals[8]  = HoE;
    vals[9]  = rho;
    vals[10] = vertices;
    vals[11] = EtaSeed - scEta;
    vals[12] = atan2(sin(PhiSeed-scPhi),cos(PhiSeed-scPhi));
    vals[13] = ESeed/SCRawEnergy;
    vals[14] = E3x3Seed/ESeed;
    vals[15] = E5x5Seed/ESeed;
    vals[16] = see;
    vals[17] = spp;
    vals[18] = sep;
    vals[19] = EMaxSeed/ESeed;
    vals[20] = E2ndSeed/ESeed;
    vals[21] = ETopSeed/ESeed;
    vals[22] = EBottomSeed/ESeed;
    vals[23] = ELeftSeed/ESeed;
    vals[24] = ERightSeed/ESeed;
    vals[25] = E2x5MaxSeed/ESeed;
    vals[26] = E2x5TopSeed/ESeed;
    vals[27] = E2x5BottomSeed/ESeed;
    vals[28] = E2x5LeftSeed/ESeed;
    vals[29] = E2x5RightSeed/ESeed;
    vals[30] = pt;
    vals[31] = GsfTrackPIn;
    vals[32] = fbrem;
    vals[33] = Charge;
    vals[34] = EoP;
    vals[35] = PreShowerOverRaw;
  }

  // Now evaluating the regression
  double regressionResult = 0;

  if (fVersionType == kWithTrkVar) {
    if (std::abs(scEta) <= 1.479) regressionResult = SCRawEnergy * forestCorrection_eb->GetResponse(vals);
    else regressionResult = (SCRawEnergy*(1+PreShowerOverRaw)) * forestCorrection_ee->GetResponse(vals);
  }


  //print debug
  if (printDebug) {
    if (scEta <= 1.479) {
      std::cout << "Barrel :";
      for (unsigned int v=0; v < 43; ++v) std::cout << vals[v] << ", ";
      std::cout << "\n";
    }
    else {
      std::cout << "Endcap :";
      for (unsigned int v=0; v < 36; ++v) std::cout << vals[v] << ", ";
      std::cout << "\n";
    }
    std::cout << "pt = " << pt << " : SCRawEnergy = " << SCRawEnergy << " : PreShowerOverRaw = " << PreShowerOverRaw << std::endl;
    std::cout << "regression energy = " << regressionResult << std::endl;
  }

  // Cleaning up and returning
  delete[] vals;
  return regressionResult;
}

double ElectronEnergyRegressionEvaluate::regressionValueWithTrkVarV1	(	double	SCRawEnergy,
		double	scEta,
		double	scPhi,
		double	R9,
		double	etawidth,
		double	phiwidth,
		double	NClusters,
		double	HoE,
		double	rho,
		double	vertices,
		double	EtaSeed,
		double	PhiSeed,
		double	ESeed,
		double	E3x3Seed,
		double	E5x5Seed,
		double	see,
		double	spp,
		double	sep,
		double	EMaxSeed,
		double	E2ndSeed,
		double	ETopSeed,
		double	EBottomSeed,
		double	ELeftSeed,
		double	ERightSeed,
		double	E2x5MaxSeed,
		double	E2x5TopSeed,
		double	E2x5BottomSeed,
		double	E2x5LeftSeed,
		double	E2x5RightSeed,
		double	IEtaSeed,
		double	IPhiSeed,
		double	EtaCrySeed,
		double	PhiCrySeed,
		double	PreShowerOverRaw,
		int	IsEcalDriven,
		double	GsfTrackPIn,
		double	fbrem,
		double	Charge,
		double	EoP,
		double	TrackMomentumError,
		double	EcalEnergyError,
		int	Classification,
		bool	printDebug = false
	)

Definition at line 1615 of file ElectronEnergyRegressionEvaluate.cc.

References funct::abs(), funct::cos(), gather_cfg::cout, fIsInitialized, forestCorrection_eb, forestCorrection_ee, fVersionType, GBRForest::GetResponse(), createfilelist::int, kWithTrkVarV1, rho, funct::sin(), findQualityFiles::v, create_public_pileup_plots::vals, and electrons_cff::vertices.

Referenced by calculateRegressionEnergy(), and isInitialized().

{
  // Checking if instance has been initialized
  if (fIsInitialized == kFALSE) {
    printf("ElectronEnergyRegressionEvaluate instance not initialized !!!");
    return 0;
  }

  // Checking if fVersionType is correct
  assert(fVersionType == kWithTrkVarV1);

  float *vals = (std::abs(scEta) <= 1.479) ? new float[46] : new float[39];
  if (std::abs(scEta) <= 1.479) {       // Barrel
    vals[0]  = SCRawEnergy;
    vals[1]  = scEta;
    vals[2]  = scPhi;
    vals[3]  = R9;
    vals[4]  = E5x5Seed/SCRawEnergy;
    vals[5]  = etawidth;
    vals[6]  = phiwidth;
    vals[7]  = NClusters;
    vals[8]  = HoE;
    vals[9]  = rho;
    vals[10] = vertices;
    vals[11] = EtaSeed - scEta;
    vals[12] = atan2(sin(PhiSeed-scPhi),cos(PhiSeed-scPhi));
    vals[13] = ESeed/SCRawEnergy;
    vals[14] = E3x3Seed/ESeed;
    vals[15] = E5x5Seed/ESeed;
    vals[16] = see;
    vals[17] = spp;
    vals[18] = sep;
    vals[19] = EMaxSeed/ESeed;
    vals[20] = E2ndSeed/ESeed;
    vals[21] = ETopSeed/ESeed;
    vals[22] = EBottomSeed/ESeed;
    vals[23] = ELeftSeed/ESeed;
    vals[24] = ERightSeed/ESeed;
    vals[25] = E2x5MaxSeed/ESeed;
    vals[26] = E2x5TopSeed/ESeed;
    vals[27] = E2x5BottomSeed/ESeed;
    vals[28] = E2x5LeftSeed/ESeed;
    vals[29] = E2x5RightSeed/ESeed;
    vals[30] = IsEcalDriven;
    vals[31] = GsfTrackPIn;
    vals[32] = fbrem;
    vals[33] = Charge;
    vals[34] = EoP;
    vals[35] = TrackMomentumError/GsfTrackPIn;
    vals[36] = EcalEnergyError/SCRawEnergy;
    vals[37] = Classification;
    vals[38] = IEtaSeed;
    vals[39] = IPhiSeed;
    vals[40] = ((int) IEtaSeed)%5;
    vals[41] = ((int) IPhiSeed)%2;
    vals[42] = (std::abs(IEtaSeed)<=25)*(((int)IEtaSeed)%25) + (std::abs(IEtaSeed)>25)*(((int) (IEtaSeed-25*std::abs(IEtaSeed)/IEtaSeed))%20);
    vals[43] = ((int) IPhiSeed)%20;
    vals[44] = EtaCrySeed;
    vals[45] = PhiCrySeed;
  }

  else {    // Endcap
    vals[0]  = SCRawEnergy;
    vals[1]  = scEta;
    vals[2]  = scPhi;
    vals[3]  = R9;
    vals[4]  = E5x5Seed/SCRawEnergy;
    vals[5]  = etawidth;
    vals[6]  = phiwidth;
    vals[7]  = NClusters;
    vals[8]  = HoE;
    vals[9]  = rho;
    vals[10] = vertices;
    vals[11] = EtaSeed - scEta;
    vals[12] = atan2(sin(PhiSeed-scPhi),cos(PhiSeed-scPhi));
    vals[13] = ESeed/SCRawEnergy;
    vals[14] = E3x3Seed/ESeed;
    vals[15] = E5x5Seed/ESeed;
    vals[16] = see;
    vals[17] = spp;
    vals[18] = sep;
    vals[19] = EMaxSeed/ESeed;
    vals[20] = E2ndSeed/ESeed;
    vals[21] = ETopSeed/ESeed;
    vals[22] = EBottomSeed/ESeed;
    vals[23] = ELeftSeed/ESeed;
    vals[24] = ERightSeed/ESeed;
    vals[25] = E2x5MaxSeed/ESeed;
    vals[26] = E2x5TopSeed/ESeed;
    vals[27] = E2x5BottomSeed/ESeed;
    vals[28] = E2x5LeftSeed/ESeed;
    vals[29] = E2x5RightSeed/ESeed;
    vals[30] = IsEcalDriven;
    vals[31] = GsfTrackPIn;
    vals[32] = fbrem;
    vals[33] = Charge;
    vals[34] = EoP;
    vals[35] = TrackMomentumError/GsfTrackPIn;
    vals[36] = EcalEnergyError/SCRawEnergy;
    vals[37] = Classification;
    vals[38] = PreShowerOverRaw;
  }

  // Now evaluating the regression
  double regressionResult = 0;

  if (fVersionType == kWithTrkVarV1) {
    if (std::abs(scEta) <= 1.479) regressionResult = SCRawEnergy * forestCorrection_eb->GetResponse(vals);
    else regressionResult = (SCRawEnergy*(1+PreShowerOverRaw)) * forestCorrection_ee->GetResponse(vals);
  }


  //print debug
  if (printDebug) {
    if (std::abs(scEta) <= 1.479) {
      std::cout << "Barrel :";
      for (unsigned int v=0; v < 46; ++v) std::cout << vals[v] << ", ";
      std::cout << "\n";
    }
    else {
      std::cout << "Endcap :";
      for (unsigned int v=0; v < 39; ++v) std::cout << vals[v] << ", ";
      std::cout << "\n";
    }
    std::cout << "SCRawEnergy = " << SCRawEnergy << " : PreShowerOverRaw = " << PreShowerOverRaw << std::endl;
    std::cout << "regression energy = " << regressionResult << std::endl;
  }

  // Cleaning up and returning
  delete[] vals;
  return regressionResult;
}

double ElectronEnergyRegressionEvaluate::regressionValueWithTrkVarV1	(	std::vector< double > &	inputvars,
		bool	printDebug = false
	)

Definition at line 1974 of file ElectronEnergyRegressionEvaluate.cc.

References funct::abs(), funct::cos(), gather_cfg::cout, fIsInitialized, forestCorrection_eb, forestCorrection_ee, fVersionType, GBRForest::GetResponse(), createfilelist::int, kWithTrkVarV1, rho, funct::sin(), findQualityFiles::v, create_public_pileup_plots::vals, and electrons_cff::vertices.

{
  // Checking if instance has been initialized
  if (fIsInitialized == kFALSE) {
    printf("ElectronEnergyRegressionEvaluate instance not initialized !!!");
    return 0;
  }

  // Checking if fVersionType is correct
  assert(fVersionType == kWithTrkVarV1);

  // Checking if fVersionType is correct
  assert(inputvars.size() == 42);

  double SCRawEnergy  = inputvars[0];
  double scEta  = inputvars[1];
  double scPhi  = inputvars[2];
  double R9  = inputvars[3];
  double etawidth  = inputvars[4];
  double phiwidth  = inputvars[5];
  double NClusters  = inputvars[6];
  double HoE  = inputvars[7];
  double rho  = inputvars[8];
  double vertices  = inputvars[9];
  double EtaSeed  = inputvars[10];
  double PhiSeed  = inputvars[11];
  double ESeed  = inputvars[12];
  double E3x3Seed  = inputvars[13];
  double E5x5Seed  = inputvars[14];
  double see  = inputvars[15];
  double spp  = inputvars[16];
  double sep  = inputvars[17];
  double EMaxSeed  = inputvars[18];
  double E2ndSeed  = inputvars[19];
  double ETopSeed  = inputvars[20];
  double EBottomSeed  = inputvars[21];
  double ELeftSeed  = inputvars[22];
  double ERightSeed  = inputvars[23];
  double E2x5MaxSeed  = inputvars[24];
  double E2x5TopSeed  = inputvars[25];
  double E2x5BottomSeed  = inputvars[26];
  double E2x5LeftSeed  = inputvars[27];
  double E2x5RightSeed  = inputvars[28];
  double IEtaSeed  = inputvars[29];
  double IPhiSeed  = inputvars[30];
  double EtaCrySeed  = inputvars[31];
  double PhiCrySeed  = inputvars[32];
  double PreShowerOverRaw  = inputvars[33];
  int    IsEcalDriven  = inputvars[34];
  double GsfTrackPIn  = inputvars[35];
  double fbrem  = inputvars[36];
  double Charge  = inputvars[37];
  double EoP  = inputvars[38];
  double TrackMomentumError  = inputvars[39];
  double EcalEnergyError  = inputvars[40];
  int    Classification  = inputvars[41]; 

  float *vals = (std::abs(scEta) <= 1.479) ? new float[46] : new float[39];
  if (std::abs(scEta) <= 1.479) {       // Barrel
    vals[0]  = SCRawEnergy;
    vals[1]  = scEta;
    vals[2]  = scPhi;
    vals[3]  = R9;
    vals[4]  = E5x5Seed/SCRawEnergy;
    vals[5]  = etawidth;
    vals[6]  = phiwidth;
    vals[7]  = NClusters;
    vals[8]  = HoE;
    vals[9]  = rho;
    vals[10] = vertices;
    vals[11] = EtaSeed - scEta;
    vals[12] = atan2(sin(PhiSeed-scPhi),cos(PhiSeed-scPhi));
    vals[13] = ESeed/SCRawEnergy;
    vals[14] = E3x3Seed/ESeed;
    vals[15] = E5x5Seed/ESeed;
    vals[16] = see;
    vals[17] = spp;
    vals[18] = sep;
    vals[19] = EMaxSeed/ESeed;
    vals[20] = E2ndSeed/ESeed;
    vals[21] = ETopSeed/ESeed;
    vals[22] = EBottomSeed/ESeed;
    vals[23] = ELeftSeed/ESeed;
    vals[24] = ERightSeed/ESeed;
    vals[25] = E2x5MaxSeed/ESeed;
    vals[26] = E2x5TopSeed/ESeed;
    vals[27] = E2x5BottomSeed/ESeed;
    vals[28] = E2x5LeftSeed/ESeed;
    vals[29] = E2x5RightSeed/ESeed;
    vals[30] = IsEcalDriven;
    vals[31] = GsfTrackPIn;
    vals[32] = fbrem;
    vals[33] = Charge;
    vals[34] = EoP;
    vals[35] = TrackMomentumError/GsfTrackPIn;
    vals[36] = EcalEnergyError/SCRawEnergy;
    vals[37] = Classification;
    vals[38] = IEtaSeed;
    vals[39] = IPhiSeed;
    vals[40] = ((int) IEtaSeed)%5;
    vals[41] = ((int) IPhiSeed)%2;
    vals[42] = (std::abs(IEtaSeed)<=25)*(((int)IEtaSeed)%25) + (std::abs(IEtaSeed)>25)*(((int) (IEtaSeed-25*std::abs(IEtaSeed)/IEtaSeed))%20);
    vals[43] = ((int) IPhiSeed)%20;
    vals[44] = EtaCrySeed;
    vals[45] = PhiCrySeed;
  }

  else {    // Endcap
    vals[0]  = SCRawEnergy;
    vals[1]  = scEta;
    vals[2]  = scPhi;
    vals[3]  = R9;
    vals[4]  = E5x5Seed/SCRawEnergy;
    vals[5]  = etawidth;
    vals[6]  = phiwidth;
    vals[7]  = NClusters;
    vals[8]  = HoE;
    vals[9]  = rho;
    vals[10] = vertices;
    vals[11] = EtaSeed - scEta;
    vals[12] = atan2(sin(PhiSeed-scPhi),cos(PhiSeed-scPhi));
    vals[13] = ESeed/SCRawEnergy;
    vals[14] = E3x3Seed/ESeed;
    vals[15] = E5x5Seed/ESeed;
    vals[16] = see;
    vals[17] = spp;
    vals[18] = sep;
    vals[19] = EMaxSeed/ESeed;
    vals[20] = E2ndSeed/ESeed;
    vals[21] = ETopSeed/ESeed;
    vals[22] = EBottomSeed/ESeed;
    vals[23] = ELeftSeed/ESeed;
    vals[24] = ERightSeed/ESeed;
    vals[25] = E2x5MaxSeed/ESeed;
    vals[26] = E2x5TopSeed/ESeed;
    vals[27] = E2x5BottomSeed/ESeed;
    vals[28] = E2x5LeftSeed/ESeed;
    vals[29] = E2x5RightSeed/ESeed;
    vals[30] = IsEcalDriven;
    vals[31] = GsfTrackPIn;
    vals[32] = fbrem;
    vals[33] = Charge;
    vals[34] = EoP;
    vals[35] = TrackMomentumError/GsfTrackPIn;
    vals[36] = EcalEnergyError/SCRawEnergy;
    vals[37] = Classification;
    vals[38] = PreShowerOverRaw;
  }

  // Now evaluating the regression
  double regressionResult = 0;

  if (fVersionType == kWithTrkVarV1) {
    if (std::abs(scEta) <= 1.479) regressionResult = SCRawEnergy * forestCorrection_eb->GetResponse(vals);
    else regressionResult = (SCRawEnergy*(1+PreShowerOverRaw)) * forestCorrection_ee->GetResponse(vals);
  }


  //print debug
  if (printDebug) {
    if (std::abs(scEta) <= 1.479) {
      std::cout << "Barrel :";
      for (unsigned int v=0; v < 46; ++v) std::cout << vals[v] << ", ";
      std::cout << "\n";
    }
    else {
      std::cout << "Endcap :";
      for (unsigned int v=0; v < 39; ++v) std::cout << vals[v] << ", ";
      std::cout << "\n";
    }
    std::cout << "SCRawEnergy = " << SCRawEnergy << " : PreShowerOverRaw = " << PreShowerOverRaw << std::endl;
    std::cout << "regression energy = " << regressionResult << std::endl;
  }

  // Cleaning up and returning
  delete[] vals;
  return regressionResult;
}

double ElectronEnergyRegressionEvaluate::regressionValueWithTrkVarV2	(	double	SCRawEnergy,
		double	scEta,
		double	scPhi,
		double	R9,
		double	etawidth,
		double	phiwidth,
		double	NClusters,
		double	HoE,
		double	rho,
		double	vertices,
		double	EtaSeed,
		double	PhiSeed,
		double	ESeed,
		double	E3x3Seed,
		double	E5x5Seed,
		double	see,
		double	spp,
		double	sep,
		double	EMaxSeed,
		double	E2ndSeed,
		double	ETopSeed,
		double	EBottomSeed,
		double	ELeftSeed,
		double	ERightSeed,
		double	E2x5MaxSeed,
		double	E2x5TopSeed,
		double	E2x5BottomSeed,
		double	E2x5LeftSeed,
		double	E2x5RightSeed,
		double	IEtaSeed,
		double	IPhiSeed,
		double	EtaCrySeed,
		double	PhiCrySeed,
		double	PreShowerOverRaw,
		int	IsEcalDriven,
		double	GsfTrackPIn,
		double	fbrem,
		double	Charge,
		double	EoP,
		double	TrackMomentumError,
		double	EcalEnergyError,
		int	Classification,
		double	detaIn,
		double	dphiIn,
		double	detaCalo,
		double	dphiCalo,
		double	GsfTrackChiSqr,
		double	KFTrackNLayers,
		double	ElectronEnergyOverPout,
		bool	printDebug = false
	)

Definition at line 2340 of file ElectronEnergyRegressionEvaluate.cc.

References funct::abs(), funct::cos(), gather_cfg::cout, fIsInitialized, forestCorrection_eb, forestCorrection_ee, fVersionType, GBRForest::GetResponse(), createfilelist::int, kWithTrkVarV2, rho, funct::sin(), findQualityFiles::v, create_public_pileup_plots::vals, and electrons_cff::vertices.

Referenced by calculateRegressionEnergy(), and isInitialized().

{
  // Checking if instance has been initialized
  if (fIsInitialized == kFALSE) {
    printf("ElectronEnergyRegressionEvaluate instance not initialized !!!");
    return 0;
  }

  // Checking if fVersionType is correct
  assert(fVersionType == kWithTrkVarV2);

  float *vals = (std::abs(scEta) <= 1.479) ? new float[53] : new float[46];
  if (std::abs(scEta) <= 1.479) {       // Barrel
    vals[0]  = SCRawEnergy;
    vals[1]  = scEta;
    vals[2]  = scPhi;
    vals[3]  = R9;
    vals[4]  = E5x5Seed/SCRawEnergy;
    vals[5]  = etawidth;
    vals[6]  = phiwidth;
    vals[7]  = NClusters;
    vals[8]  = HoE;
    vals[9]  = rho;
    vals[10] = vertices;
    vals[11] = EtaSeed - scEta;
    vals[12] = atan2(sin(PhiSeed-scPhi),cos(PhiSeed-scPhi));
    vals[13] = ESeed/SCRawEnergy;
    vals[14] = E3x3Seed/ESeed;
    vals[15] = E5x5Seed/ESeed;
    vals[16] = see;
    vals[17] = spp;
    vals[18] = sep;
    vals[19] = EMaxSeed/ESeed;
    vals[20] = E2ndSeed/ESeed;
    vals[21] = ETopSeed/ESeed;
    vals[22] = EBottomSeed/ESeed;
    vals[23] = ELeftSeed/ESeed;
    vals[24] = ERightSeed/ESeed;
    vals[25] = E2x5MaxSeed/ESeed;
    vals[26] = E2x5TopSeed/ESeed;
    vals[27] = E2x5BottomSeed/ESeed;
    vals[28] = E2x5LeftSeed/ESeed;
    vals[29] = E2x5RightSeed/ESeed;
    vals[30] = IsEcalDriven;
    vals[31] = GsfTrackPIn;
    vals[32] = fbrem;
    vals[33] = Charge;
    vals[34] = EoP;
    vals[35] = TrackMomentumError/GsfTrackPIn;
    vals[36] = EcalEnergyError/SCRawEnergy;
    vals[37] = Classification;
    vals[38] = detaIn;
    vals[39] = dphiIn;
    vals[40] = detaCalo;
    vals[41] = dphiCalo;
    vals[42] = GsfTrackChiSqr;
    vals[43] = KFTrackNLayers;
    vals[44] = ElectronEnergyOverPout;
    vals[45] = IEtaSeed;
    vals[46] = IPhiSeed;
    vals[47] = ((int) IEtaSeed)%5;
    vals[48] = ((int) IPhiSeed)%2;
    vals[49] = (std::abs(IEtaSeed)<=25)*(((int)IEtaSeed)%25) + (std::abs(IEtaSeed)>25)*(((int) (IEtaSeed-25*std::abs(IEtaSeed)/IEtaSeed))%20);
    vals[50] = ((int) IPhiSeed)%20;
    vals[51] = EtaCrySeed;
    vals[52] = PhiCrySeed;
  }

  else {    // Endcap
    vals[0]  = SCRawEnergy;
    vals[1]  = scEta;
    vals[2]  = scPhi;
    vals[3]  = R9;
    vals[4]  = E5x5Seed/SCRawEnergy;
    vals[5]  = etawidth;
    vals[6]  = phiwidth;
    vals[7]  = NClusters;
    vals[8]  = HoE;
    vals[9]  = rho;
    vals[10] = vertices;
    vals[11] = EtaSeed - scEta;
    vals[12] = atan2(sin(PhiSeed-scPhi),cos(PhiSeed-scPhi));
    vals[13] = ESeed/SCRawEnergy;
    vals[14] = E3x3Seed/ESeed;
    vals[15] = E5x5Seed/ESeed;
    vals[16] = see;
    vals[17] = spp;
    vals[18] = sep;
    vals[19] = EMaxSeed/ESeed;
    vals[20] = E2ndSeed/ESeed;
    vals[21] = ETopSeed/ESeed;
    vals[22] = EBottomSeed/ESeed;
    vals[23] = ELeftSeed/ESeed;
    vals[24] = ERightSeed/ESeed;
    vals[25] = E2x5MaxSeed/ESeed;
    vals[26] = E2x5TopSeed/ESeed;
    vals[27] = E2x5BottomSeed/ESeed;
    vals[28] = E2x5LeftSeed/ESeed;
    vals[29] = E2x5RightSeed/ESeed;
    vals[30] = IsEcalDriven;
    vals[31] = GsfTrackPIn;
    vals[32] = fbrem;
    vals[33] = Charge;
    vals[34] = EoP;
    vals[35] = TrackMomentumError/GsfTrackPIn;
    vals[36] = EcalEnergyError/SCRawEnergy;
    vals[37] = Classification;
    vals[38] = detaIn;
    vals[39] = dphiIn;
    vals[40] = detaCalo;
    vals[41] = dphiCalo;
    vals[42] = GsfTrackChiSqr;
    vals[43] = KFTrackNLayers;
    vals[44] = ElectronEnergyOverPout;
    vals[45] = PreShowerOverRaw;
  }

  // Now evaluating the regression
  double regressionResult = 0;

  if (fVersionType == kWithTrkVarV2) {
    if (std::abs(scEta) <= 1.479) regressionResult = SCRawEnergy * forestCorrection_eb->GetResponse(vals);
    else regressionResult = (SCRawEnergy*(1+PreShowerOverRaw)) * forestCorrection_ee->GetResponse(vals);
  }


  //print debug
  if (printDebug) {
    if (std::abs(scEta) <= 1.479) {
      std::cout << "Barrel :";
      for (unsigned int v=0; v < 53; ++v) std::cout << vals[v] << ", ";
      std::cout << "\n";
    }
    else {
      std::cout << "Endcap :";
      for (unsigned int v=0; v < 46; ++v) std::cout << vals[v] << ", ";
      std::cout << "\n";
    }
    std::cout << "SCRawEnergy = " << SCRawEnergy << " : PreShowerOverRaw = " << PreShowerOverRaw << std::endl;
    std::cout << "regression energy = " << regressionResult << std::endl;
  }

  // Cleaning up and returning
  delete[] vals;
  return regressionResult;
}

double ElectronEnergyRegressionEvaluate::regressionValueWithTrkVarV2	(	std::vector< double > &	inputvars,
		bool	printDebug = false
	)

Definition at line 2740 of file ElectronEnergyRegressionEvaluate.cc.

References funct::abs(), funct::cos(), gather_cfg::cout, fIsInitialized, forestCorrection_eb, forestCorrection_ee, fVersionType, GBRForest::GetResponse(), createfilelist::int, kWithTrkVarV2, rho, funct::sin(), findQualityFiles::v, create_public_pileup_plots::vals, and electrons_cff::vertices.

{
  // Checking if instance has been initialized
  if (fIsInitialized == kFALSE) {
    printf("ElectronEnergyRegressionEvaluate instance not initialized !!!");
    return 0;
  }

  // Checking if fVersionType is correct
  assert(fVersionType == kWithTrkVarV2);

  // Checking if fVersionType is correct
  assert(inputvars.size() == 49);

  double SCRawEnergy  = inputvars[0];
  double scEta  = inputvars[1];
  double scPhi  = inputvars[2];
  double R9  = inputvars[3];
  double etawidth  = inputvars[4];
  double phiwidth  = inputvars[5];
  double NClusters  = inputvars[6];
  double HoE  = inputvars[7];
  double rho  = inputvars[8];
  double vertices  = inputvars[9];
  double EtaSeed  = inputvars[10];
  double PhiSeed  = inputvars[11];
  double ESeed  = inputvars[12];
  double E3x3Seed  = inputvars[13];
  double E5x5Seed  = inputvars[14];
  double see  = inputvars[15];
  double spp  = inputvars[16];
  double sep  = inputvars[17];
  double EMaxSeed  = inputvars[18];
  double E2ndSeed  = inputvars[19];
  double ETopSeed  = inputvars[20];
  double EBottomSeed  = inputvars[21];
  double ELeftSeed  = inputvars[22];
  double ERightSeed  = inputvars[23];
  double E2x5MaxSeed  = inputvars[24];
  double E2x5TopSeed  = inputvars[25];
  double E2x5BottomSeed  = inputvars[26];
  double E2x5LeftSeed  = inputvars[27];
  double E2x5RightSeed  = inputvars[28];
  double IEtaSeed  = inputvars[29];
  double IPhiSeed  = inputvars[30];
  double EtaCrySeed  = inputvars[31];
  double PhiCrySeed  = inputvars[32];
  double PreShowerOverRaw  = inputvars[33];
  int    IsEcalDriven  = inputvars[34];
  double GsfTrackPIn  = inputvars[35];
  double fbrem  = inputvars[36];
  double Charge  = inputvars[37];
  double EoP  = inputvars[38];
  double TrackMomentumError  = inputvars[39];
  double EcalEnergyError  = inputvars[40];
  int    Classification  = inputvars[41]; 
  double detaIn  = inputvars[42];
  double dphiIn  = inputvars[43];
  double detaCalo  = inputvars[44];
  double dphiCalo  = inputvars[45];
  double GsfTrackChiSqr  = inputvars[46];
  double KFTrackNLayers  = inputvars[47];
  double ElectronEnergyOverPout  = inputvars[48];

  float *vals = (std::abs(scEta) <= 1.479) ? new float[53] : new float[46];
  if (std::abs(scEta) <= 1.479) {       // Barrel
    vals[0]  = SCRawEnergy;
    vals[1]  = scEta;
    vals[2]  = scPhi;
    vals[3]  = R9;
    vals[4]  = E5x5Seed/SCRawEnergy;
    vals[5]  = etawidth;
    vals[6]  = phiwidth;
    vals[7]  = NClusters;
    vals[8]  = HoE;
    vals[9]  = rho;
    vals[10] = vertices;
    vals[11] = EtaSeed - scEta;
    vals[12] = atan2(sin(PhiSeed-scPhi),cos(PhiSeed-scPhi));
    vals[13] = ESeed/SCRawEnergy;
    vals[14] = E3x3Seed/ESeed;
    vals[15] = E5x5Seed/ESeed;
    vals[16] = see;
    vals[17] = spp;
    vals[18] = sep;
    vals[19] = EMaxSeed/ESeed;
    vals[20] = E2ndSeed/ESeed;
    vals[21] = ETopSeed/ESeed;
    vals[22] = EBottomSeed/ESeed;
    vals[23] = ELeftSeed/ESeed;
    vals[24] = ERightSeed/ESeed;
    vals[25] = E2x5MaxSeed/ESeed;
    vals[26] = E2x5TopSeed/ESeed;
    vals[27] = E2x5BottomSeed/ESeed;
    vals[28] = E2x5LeftSeed/ESeed;
    vals[29] = E2x5RightSeed/ESeed;
    vals[30] = IsEcalDriven;
    vals[31] = GsfTrackPIn;
    vals[32] = fbrem;
    vals[33] = Charge;
    vals[34] = EoP;
    vals[35] = TrackMomentumError/GsfTrackPIn;
    vals[36] = EcalEnergyError/SCRawEnergy;
    vals[37] = Classification;
    vals[38] = detaIn;
    vals[39] = dphiIn;
    vals[40] = detaCalo;
    vals[41] = dphiCalo;
    vals[42] = GsfTrackChiSqr;
    vals[43] = KFTrackNLayers;
    vals[44] = ElectronEnergyOverPout;
    vals[45] = IEtaSeed;
    vals[46] = IPhiSeed;
    vals[47] = ((int) IEtaSeed)%5;
    vals[48] = ((int) IPhiSeed)%2;
    vals[49] = (std::abs(IEtaSeed)<=25)*(((int)IEtaSeed)%25) + (std::abs(IEtaSeed)>25)*(((int) (IEtaSeed-25*std::abs(IEtaSeed)/IEtaSeed))%20);
    vals[50] = ((int) IPhiSeed)%20;
    vals[51] = EtaCrySeed;
    vals[52] = PhiCrySeed;
  }

  else {    // Endcap
    vals[0]  = SCRawEnergy;
    vals[1]  = scEta;
    vals[2]  = scPhi;
    vals[3]  = R9;
    vals[4]  = E5x5Seed/SCRawEnergy;
    vals[5]  = etawidth;
    vals[6]  = phiwidth;
    vals[7]  = NClusters;
    vals[8]  = HoE;
    vals[9]  = rho;
    vals[10] = vertices;
    vals[11] = EtaSeed - scEta;
    vals[12] = atan2(sin(PhiSeed-scPhi),cos(PhiSeed-scPhi));
    vals[13] = ESeed/SCRawEnergy;
    vals[14] = E3x3Seed/ESeed;
    vals[15] = E5x5Seed/ESeed;
    vals[16] = see;
    vals[17] = spp;
    vals[18] = sep;
    vals[19] = EMaxSeed/ESeed;
    vals[20] = E2ndSeed/ESeed;
    vals[21] = ETopSeed/ESeed;
    vals[22] = EBottomSeed/ESeed;
    vals[23] = ELeftSeed/ESeed;
    vals[24] = ERightSeed/ESeed;
    vals[25] = E2x5MaxSeed/ESeed;
    vals[26] = E2x5TopSeed/ESeed;
    vals[27] = E2x5BottomSeed/ESeed;
    vals[28] = E2x5LeftSeed/ESeed;
    vals[29] = E2x5RightSeed/ESeed;
    vals[30] = IsEcalDriven;
    vals[31] = GsfTrackPIn;
    vals[32] = fbrem;
    vals[33] = Charge;
    vals[34] = EoP;
    vals[35] = TrackMomentumError/GsfTrackPIn;
    vals[36] = EcalEnergyError/SCRawEnergy;
    vals[37] = Classification;
    vals[38] = detaIn;
    vals[39] = dphiIn;
    vals[40] = detaCalo;
    vals[41] = dphiCalo;
    vals[42] = GsfTrackChiSqr;
    vals[43] = KFTrackNLayers;
    vals[44] = ElectronEnergyOverPout;
    vals[45] = PreShowerOverRaw;
  }

  // Now evaluating the regression
  double regressionResult = 0;

  if (fVersionType == kWithTrkVarV2) {
    if (std::abs(scEta) <= 1.479) regressionResult = SCRawEnergy * forestCorrection_eb->GetResponse(vals);
    else regressionResult = (SCRawEnergy*(1+PreShowerOverRaw)) * forestCorrection_ee->GetResponse(vals);
  }


  //print debug
  if (printDebug) {
    if (std::abs(scEta) <= 1.479) {
      std::cout << "Barrel :";
      for (unsigned int v=0; v < 53; ++v) std::cout << vals[v] << ", ";
      std::cout << "\n";
    }
    else {
      std::cout << "Endcap :";
      for (unsigned int v=0; v < 46; ++v) std::cout << vals[v] << ", ";
      std::cout << "\n";
    }
    std::cout << "SCRawEnergy = " << SCRawEnergy << " : PreShowerOverRaw = " << PreShowerOverRaw << std::endl;
    std::cout << "regression energy = " << regressionResult << std::endl;
  }

  // Cleaning up and returning
  delete[] vals;
  return regressionResult;
}

Member Data Documentation

bool ElectronEnergyRegressionEvaluate::fIsInitialized

private

Definition at line 666 of file ElectronEnergyRegressionEvaluate.h.

Referenced by calculateRegressionEnergy(), calculateRegressionEnergyUncertainty(), initialize(), isInitialized(), regressionUncertaintyNoTrkVar(), regressionUncertaintyNoTrkVarV1(), regressionUncertaintyWithSubClusters(), regressionUncertaintyWithTrkVar(), regressionUncertaintyWithTrkVarV1(), regressionUncertaintyWithTrkVarV2(), regressionValueNoTrkVar(), regressionValueNoTrkVarV1(), regressionValueWithSubClusters(), regressionValueWithTrkVar(), regressionValueWithTrkVarV1(), and regressionValueWithTrkVarV2().

GBRForest* ElectronEnergyRegressionEvaluate::forestCorrection_eb

private

Definition at line 668 of file ElectronEnergyRegressionEvaluate.h.

Referenced by initialize(), regressionValueNoTrkVar(), regressionValueNoTrkVarV1(), regressionValueWithSubClusters(), regressionValueWithTrkVar(), regressionValueWithTrkVarV1(), and regressionValueWithTrkVarV2().

GBRForest* ElectronEnergyRegressionEvaluate::forestCorrection_ee

private

Definition at line 669 of file ElectronEnergyRegressionEvaluate.h.

Referenced by initialize(), regressionValueNoTrkVar(), regressionValueNoTrkVarV1(), regressionValueWithSubClusters(), regressionValueWithTrkVar(), regressionValueWithTrkVarV1(), and regressionValueWithTrkVarV2().

GBRForest* ElectronEnergyRegressionEvaluate::forestUncertainty_eb

private

Definition at line 671 of file ElectronEnergyRegressionEvaluate.h.

Referenced by initialize(), regressionUncertaintyNoTrkVar(), regressionUncertaintyNoTrkVarV1(), regressionUncertaintyWithSubClusters(), regressionUncertaintyWithTrkVar(), regressionUncertaintyWithTrkVarV1(), and regressionUncertaintyWithTrkVarV2().

GBRForest* ElectronEnergyRegressionEvaluate::forestUncertainty_ee

private

Definition at line 672 of file ElectronEnergyRegressionEvaluate.h.

Referenced by initialize(), regressionUncertaintyNoTrkVar(), regressionUncertaintyNoTrkVarV1(), regressionUncertaintyWithSubClusters(), regressionUncertaintyWithTrkVar(), regressionUncertaintyWithTrkVarV1(), and regressionUncertaintyWithTrkVarV2().

ElectronEnergyRegressionEvaluate::ElectronEnergyRegressionType ElectronEnergyRegressionEvaluate::fVersionType

private

Definition at line 667 of file ElectronEnergyRegressionEvaluate.h.

Referenced by calculateRegressionEnergy(), calculateRegressionEnergyUncertainty(), initialize(), regressionUncertaintyNoTrkVar(), regressionUncertaintyNoTrkVarV1(), regressionUncertaintyWithSubClusters(), regressionUncertaintyWithTrkVar(), regressionUncertaintyWithTrkVarV1(), regressionUncertaintyWithTrkVarV2(), regressionValueNoTrkVar(), regressionValueNoTrkVarV1(), regressionValueWithSubClusters(), regressionValueWithTrkVar(), regressionValueWithTrkVarV1(), and regressionValueWithTrkVarV2().