AntiElectronIDMVA6 Class Reference

#include <AntiElectronIDMVA6.h>

Public Member Functions
	AntiElectronIDMVA6 (const edm::ParameterSet &)
bool	atECalEntrance (const reco::Candidate *part, math::XYZPoint &pos)
void	beginEvent (const edm::Event &, const edm::EventSetup &)
double	MVAValue (Float_t TauPt, Float_t TauEtaAtEcalEntrance, Float_t TauPhi, Float_t TauLeadChargedPFCandPt, Float_t TauLeadChargedPFCandEtaAtEcalEntrance, Float_t TauEmFraction, Float_t TauLeadPFChargedHadrHoP, Float_t TauLeadPFChargedHadrEoP, Float_t TauVisMassIn, Float_t TaudCrackEta, Float_t TaudCrackPhi, Float_t TauHasGsf, Int_t TauSignalPFGammaCandsIn, Int_t TauSignalPFGammaCandsOut, const std::vector< Float_t > &GammasdEtaInSigCone, const std::vector< Float_t > &GammasdPhiInSigCone, const std::vector< Float_t > &GammasPtInSigCone, const std::vector< Float_t > &GammasdEtaOutSigCone, const std::vector< Float_t > &GammasdPhiOutSigCone, const std::vector< Float_t > &GammasPtOutSigCone, Float_t ElecEta, Float_t ElecPhi, Float_t ElecEtotOverPin, Float_t ElecChi2NormGSF, Float_t ElecChi2NormKF, Float_t ElecGSFNumHits, Float_t ElecKFNumHits, Float_t ElecGSFTrackResol, Float_t ElecGSFTracklnPt, Float_t ElecPin, Float_t ElecPout, Float_t ElecEecal, Float_t ElecDeltaEta, Float_t ElecDeltaPhi, Float_t ElecMvaInSigmaEtaEta, Float_t ElecMvaInHadEnergy, Float_t ElecMvaInDeltaEta)
double	MVAValue (Float_t TauPt, Float_t TauEtaAtEcalEntrance, Float_t TauPhi, Float_t TauLeadChargedPFCandPt, Float_t TauLeadChargedPFCandEtaAtEcalEntrance, Float_t TauEmFraction, Float_t TauLeadPFChargedHadrHoP, Float_t TauLeadPFChargedHadrEoP, Float_t TauVisMassIn, Float_t TaudCrackEta, Float_t TaudCrackPhi, Float_t TauHasGsf, Int_t TauSignalPFGammaCandsIn, Int_t TauSignalPFGammaCandsOut, Float_t TauGammaEtaMomIn, Float_t TauGammaEtaMomOut, Float_t TauGammaPhiMomIn, Float_t TauGammaPhiMomOut, Float_t TauGammaEnFracIn, Float_t TauGammaEnFracOut, Float_t ElecEta, Float_t ElecPhi, Float_t ElecEtotOverPin, Float_t ElecChi2NormGSF, Float_t ElecChi2NormKF, Float_t ElecGSFNumHits, Float_t ElecKFNumHits, Float_t ElecGSFTrackResol, Float_t ElecGSFTracklnPt, Float_t ElecPin, Float_t ElecPout, Float_t ElecEecal, Float_t ElecDeltaEta, Float_t ElecDeltaPhi, Float_t ElecMvaInSigmaEtaEta, Float_t ElecMvaInHadEnergy, Float_t ElecMvaInDeltaEta)
double	MVAValue (const reco::PFTau &thePFTau, const reco::GsfElectron &theGsfEle)
double	MVAValue (const reco::PFTau &thePFTau)
double	MVAValue (const pat::Tau &theTau, const pat::Electron &theEle)
double	MVAValue (const pat::Tau &theTau)
	~AntiElectronIDMVA6 ()

Private Member Functions
double	dCrackEta (double eta)
double	dCrackPhi (double phi, double eta)
double	minimum (double a, double b)

Private Attributes
double	bField_
edm::FileInPath	inputFileName_
std::vector< TFile * >	inputFilesToDelete_
bool	isInitialized_
bool	loadMVAfromDB_
const GBRForest *	mva_NoEleMatch_wGwoGSF_BL_
const GBRForest *	mva_NoEleMatch_wGwoGSF_EC_
const GBRForest *	mva_NoEleMatch_woGwoGSF_BL_
const GBRForest *	mva_NoEleMatch_woGwoGSF_EC_
const GBRForest *	mva_wGwGSF_BL_
const GBRForest *	mva_wGwGSF_EC_
const GBRForest *	mva_woGwGSF_BL_
const GBRForest *	mva_woGwGSF_EC_
std::string	mvaName_NoEleMatch_wGwoGSF_BL_
std::string	mvaName_NoEleMatch_wGwoGSF_EC_
std::string	mvaName_NoEleMatch_woGwoGSF_BL_
std::string	mvaName_NoEleMatch_woGwoGSF_EC_
std::string	mvaName_wGwGSF_BL_
std::string	mvaName_wGwGSF_EC_
std::string	mvaName_woGwGSF_BL_
std::string	mvaName_woGwGSF_EC_
bool	usePhiAtEcalEntranceExtrapolation_
Float_t *	Var_NoEleMatch_wGwoGSF_Barrel_
Float_t *	Var_NoEleMatch_wGwoGSF_Endcap_
Float_t *	Var_NoEleMatch_woGwoGSF_Barrel_
Float_t *	Var_NoEleMatch_woGwoGSF_Endcap_
Float_t *	Var_wGwGSF_Barrel_
Float_t *	Var_wGwGSF_Endcap_
Float_t *	Var_woGwGSF_Barrel_
Float_t *	Var_woGwGSF_Endcap_
int	verbosity_

Detailed Description

Definition at line 36 of file AntiElectronIDMVA6.h.

Constructor & Destructor Documentation

AntiElectronIDMVA6::AntiElectronIDMVA6

(

const edm::ParameterSet &

cfg

)

Definition at line 21 of file AntiElectronIDMVA6.cc.

References bField_, Exception, edm::ParameterSet::exists(), edm::ParameterSet::getParameter(), inputFileName_, loadMVAfromDB_, mvaName_NoEleMatch_wGwoGSF_BL_, mvaName_NoEleMatch_wGwoGSF_EC_, mvaName_NoEleMatch_woGwoGSF_BL_, mvaName_NoEleMatch_woGwoGSF_EC_, mvaName_wGwGSF_BL_, mvaName_wGwGSF_EC_, mvaName_woGwGSF_BL_, mvaName_woGwGSF_EC_, AlCaHLTBitMon_QueryRunRegistry::string, usePhiAtEcalEntranceExtrapolation_, Var_NoEleMatch_wGwoGSF_Barrel_, Var_NoEleMatch_wGwoGSF_Endcap_, Var_NoEleMatch_woGwoGSF_Barrel_, Var_NoEleMatch_woGwoGSF_Endcap_, Var_wGwGSF_Barrel_, Var_wGwGSF_Endcap_, Var_woGwGSF_Barrel_, Var_woGwGSF_Endcap_, and verbosity_.

  : isInitialized_(false),
    mva_NoEleMatch_woGwoGSF_BL_(nullptr),
    mva_NoEleMatch_wGwoGSF_BL_(nullptr),
    mva_woGwGSF_BL_(nullptr),
    mva_wGwGSF_BL_(nullptr),
    mva_NoEleMatch_woGwoGSF_EC_(nullptr),
    mva_NoEleMatch_wGwoGSF_EC_(nullptr),
    mva_woGwGSF_EC_(nullptr),
    mva_wGwGSF_EC_(nullptr)   
{
  loadMVAfromDB_ = cfg.exists("loadMVAfromDB") ? cfg.getParameter<bool>("loadMVAfromDB"): false;
  if ( !loadMVAfromDB_ ) {
    if(cfg.exists("inputFileName")){
      inputFileName_ = cfg.getParameter<edm::FileInPath>("inputFileName");
    }else throw cms::Exception("MVA input not defined") << "Requested to load tau MVA input from ROOT file but no file provided in cfg file";
    
  }

  mvaName_NoEleMatch_woGwoGSF_BL_ = cfg.getParameter<std::string>("mvaName_NoEleMatch_woGwoGSF_BL");
  mvaName_NoEleMatch_wGwoGSF_BL_ = cfg.getParameter<std::string>("mvaName_NoEleMatch_wGwoGSF_BL");
  mvaName_woGwGSF_BL_ = cfg.getParameter<std::string>("mvaName_woGwGSF_BL");
  mvaName_wGwGSF_BL_ = cfg.getParameter<std::string>("mvaName_wGwGSF_BL");
  mvaName_NoEleMatch_woGwoGSF_EC_ = cfg.getParameter<std::string>("mvaName_NoEleMatch_woGwoGSF_EC");
  mvaName_NoEleMatch_wGwoGSF_EC_ = cfg.getParameter<std::string>("mvaName_NoEleMatch_wGwoGSF_EC");
  mvaName_woGwGSF_EC_ = cfg.getParameter<std::string>("mvaName_woGwGSF_EC");
  mvaName_wGwGSF_EC_ = cfg.getParameter<std::string>("mvaName_wGwGSF_EC");

  usePhiAtEcalEntranceExtrapolation_ = cfg.getParameter<bool>("usePhiAtEcalEntranceExtrapolation");

  Var_NoEleMatch_woGwoGSF_Barrel_ = new Float_t[10];
  Var_NoEleMatch_wGwoGSF_Barrel_ = new Float_t[18];
  Var_woGwGSF_Barrel_ = new Float_t[24];
  Var_wGwGSF_Barrel_ = new Float_t[32];
  Var_NoEleMatch_woGwoGSF_Endcap_ = new Float_t[9];
  Var_NoEleMatch_wGwoGSF_Endcap_ = new Float_t[17];
  Var_woGwGSF_Endcap_ = new Float_t[23];
  Var_wGwGSF_Endcap_ = new Float_t[31];

  bField_ = 0;
  verbosity_ = 0;
}

AntiElectronIDMVA6::~AntiElectronIDMVA6

(

)

Definition at line 64 of file AntiElectronIDMVA6.cc.

References Exception, edm::EventSetup::get(), analyzePatCleaning_cfg::inputFile, inputFilesToDelete_, taus_updatedMVAIds_cff::loadMVAfromDB, loadMVAfromDB_, DetachedQuadStep_cff::mva, mva_NoEleMatch_wGwoGSF_BL_, mva_NoEleMatch_wGwoGSF_EC_, mva_NoEleMatch_woGwoGSF_BL_, mva_NoEleMatch_woGwoGSF_EC_, mva_wGwGSF_BL_, mva_wGwGSF_EC_, mva_woGwGSF_BL_, mva_woGwGSF_EC_, taus_updatedMVAIds_cff::mvaName, edm::ESHandle< T >::product(), AlCaHLTBitMon_QueryRunRegistry::string, Var_NoEleMatch_wGwoGSF_Barrel_, Var_NoEleMatch_wGwoGSF_Endcap_, Var_NoEleMatch_woGwoGSF_Barrel_, Var_NoEleMatch_woGwoGSF_Endcap_, Var_wGwGSF_Barrel_, Var_wGwGSF_Endcap_, Var_woGwGSF_Barrel_, and Var_woGwGSF_Endcap_.

{
  delete [] Var_NoEleMatch_woGwoGSF_Barrel_;
  delete [] Var_NoEleMatch_wGwoGSF_Barrel_;
  delete [] Var_woGwGSF_Barrel_;
  delete [] Var_wGwGSF_Barrel_;
  delete [] Var_NoEleMatch_woGwoGSF_Endcap_;
  delete [] Var_NoEleMatch_wGwoGSF_Endcap_;
  delete [] Var_woGwGSF_Endcap_;
  delete [] Var_wGwGSF_Endcap_;

  if ( !loadMVAfromDB_ ){ 
    delete mva_NoEleMatch_woGwoGSF_BL_;
    delete mva_NoEleMatch_wGwoGSF_BL_;
    delete mva_woGwGSF_BL_;
    delete mva_wGwGSF_BL_;
    delete mva_NoEleMatch_woGwoGSF_EC_;
    delete mva_NoEleMatch_wGwoGSF_EC_;
    delete mva_woGwGSF_EC_;
    delete mva_wGwGSF_EC_;
  }

  for ( std::vector<TFile*>::iterator it = inputFilesToDelete_.begin();
    it != inputFilesToDelete_.end(); ++it ) {
    delete (*it);
  }
}

Member Function Documentation

bool AntiElectronIDMVA6::atECalEntrance	(	const reco::Candidate *	part,
		math::XYZPoint &	pos
	)

Definition at line 1329 of file AntiElectronIDMVA6.cc.

References bField_, reco::Candidate::charge(), reco::Candidate::energy(), BaseParticlePropagator::getSuccess(), BaseParticlePropagator::particle(), BaseParticlePropagator::propagateToEcalEntrance(), reco::Candidate::px(), reco::Candidate::py(), reco::Candidate::pz(), mps_fire::result, reco::Candidate::vertex(), and RawParticle::vertex().

Referenced by MVAValue().

{
  bool result = false;
  BaseParticlePropagator theParticle =
    BaseParticlePropagator(RawParticle(math::XYZTLorentzVector(part->px(),
                                   part->py(),
                                   part->pz(),
                                   part->energy()),
                       math::XYZTLorentzVector(part->vertex().x(),
                                   part->vertex().y(),
                                   part->vertex().z(),
                                   0.),
                                       part->charge()), 
               0.,0.,bField_);
  theParticle.propagateToEcalEntrance(false);
  if(theParticle.getSuccess()!=0){
    pos = math::XYZPoint(theParticle.particle().vertex());
    result = true;
  }
  else {
    result = false;
  }
  return result;
}

void AntiElectronIDMVA6::beginEvent	(	const edm::Event &	evt,
		const edm::EventSetup &	es
	)

Definition at line 112 of file AntiElectronIDMVA6.cc.

References bField_, edm::FileInPath::fullPath(), edm::EventSetup::get(), analyzePatCleaning_cfg::inputFile, inputFileName_, inputFilesToDelete_, MagneticField::inTesla(), isInitialized_, taus_updatedMVAIds_cff::loadMVAfromDB, loadMVAfromDB_, edm::FileInPath::location(), mva_NoEleMatch_wGwoGSF_BL_, mva_NoEleMatch_wGwoGSF_EC_, mva_NoEleMatch_woGwoGSF_BL_, mva_NoEleMatch_woGwoGSF_EC_, mva_wGwGSF_BL_, mva_wGwGSF_EC_, mva_woGwGSF_BL_, mva_woGwGSF_EC_, mvaName_NoEleMatch_wGwoGSF_BL_, mvaName_NoEleMatch_wGwoGSF_EC_, mvaName_NoEleMatch_woGwoGSF_BL_, mvaName_NoEleMatch_woGwoGSF_EC_, mvaName_wGwGSF_BL_, mvaName_wGwGSF_EC_, mvaName_woGwGSF_BL_, mvaName_woGwGSF_EC_, edm::FileInPath::Unknown, and PV3DBase< T, PVType, FrameType >::z().

{
  if ( !isInitialized_ ) {
    if ( loadMVAfromDB_ ) {
      mva_NoEleMatch_woGwoGSF_BL_ = loadMVAfromDB(es, mvaName_NoEleMatch_woGwoGSF_BL_);
      mva_NoEleMatch_wGwoGSF_BL_  = loadMVAfromDB(es, mvaName_NoEleMatch_wGwoGSF_BL_);
      mva_woGwGSF_BL_             = loadMVAfromDB(es, mvaName_woGwGSF_BL_);
      mva_wGwGSF_BL_              = loadMVAfromDB(es, mvaName_wGwGSF_BL_);
      mva_NoEleMatch_woGwoGSF_EC_ = loadMVAfromDB(es, mvaName_NoEleMatch_woGwoGSF_EC_);
      mva_NoEleMatch_wGwoGSF_EC_  = loadMVAfromDB(es, mvaName_NoEleMatch_wGwoGSF_EC_);
      mva_woGwGSF_EC_             = loadMVAfromDB(es, mvaName_woGwGSF_EC_);
      mva_wGwGSF_EC_              = loadMVAfromDB(es, mvaName_wGwGSF_EC_);  
    } else {
          if ( inputFileName_.location() == edm::FileInPath::Unknown ) throw cms::Exception("PFRecoTauDiscriminationAgainstElectronMVA6::loadMVA")
          << " Failed to find File = " << inputFileName_ << " !!\n";
          TFile* inputFile = new TFile(inputFileName_.fullPath().data());

      mva_NoEleMatch_woGwoGSF_BL_ = loadMVAfromFile(inputFile, mvaName_NoEleMatch_woGwoGSF_BL_);
      mva_NoEleMatch_wGwoGSF_BL_  = loadMVAfromFile(inputFile, mvaName_NoEleMatch_wGwoGSF_BL_);
      mva_woGwGSF_BL_             = loadMVAfromFile(inputFile, mvaName_woGwGSF_BL_);
      mva_wGwGSF_BL_              = loadMVAfromFile(inputFile, mvaName_wGwGSF_BL_);
      mva_NoEleMatch_woGwoGSF_EC_ = loadMVAfromFile(inputFile, mvaName_NoEleMatch_woGwoGSF_EC_);
      mva_NoEleMatch_wGwoGSF_EC_  = loadMVAfromFile(inputFile, mvaName_NoEleMatch_wGwoGSF_EC_);
      mva_woGwGSF_EC_             = loadMVAfromFile(inputFile, mvaName_woGwGSF_EC_);
      mva_wGwGSF_EC_              = loadMVAfromFile(inputFile, mvaName_wGwGSF_EC_);
      inputFilesToDelete_.push_back(inputFile);  
    }
    isInitialized_ = true;
  }

  edm::ESHandle<MagneticField> pSetup;
  es.get<IdealMagneticFieldRecord>().get(pSetup);
  bField_ = pSetup->inTesla(GlobalPoint(0,0,0)).z();
}

double AntiElectronIDMVA6::dCrackEta ( double  eta )

private

Definition at line 1310 of file AntiElectronIDMVA6.cc.

References funct::abs(), edmIntegrityCheck::d, and minimum().

Referenced by MVAValue().

{
//--- compute the (unsigned) distance to the closest eta-crack in the ECAL barrel
  
  // IN: define locations of the eta-cracks
  double cracks[5] = { 0., 4.44747e-01, 7.92824e-01, 1.14090e+00, 1.47464e+00 };
  
  double retVal = 99.;
  
  for ( int iCrack = 0; iCrack < 5 ; ++iCrack ) {
    double d = minimum(eta - cracks[iCrack], eta + cracks[iCrack]);
    if ( std::abs(d) < std::abs(retVal) ) {
      retVal = d;
    }
  }

  return std::abs(retVal);
}

double AntiElectronIDMVA6::dCrackPhi ( double  phi, double  eta  )

private

Definition at line 1261 of file AntiElectronIDMVA6.cc.

References funct::abs(), constexpr, M_PI, minimum(), and pi.

Referenced by MVAValue().

{
//--- compute the (unsigned) distance to the closest phi-crack in the ECAL barrel  

  constexpr double pi = M_PI; // 3.14159265358979323846;

  // IN: shift of this location if eta < 0
  constexpr double delta_cPhi = 0.00638;

  double retVal = 99.; 

  if ( eta >= -1.47464 && eta <= 1.47464 ) {

    // the location is shifted
    if ( eta < 0. ) phi += delta_cPhi;

    // CV: need to bring-back phi into interval [-pi,+pi]
    if ( phi >  pi ) phi -= 2.*pi;
    if ( phi < -pi ) phi += 2.*pi;

    if ( phi >= -pi && phi <= pi ) {

      // the problem of the extrema:
      if ( phi < cPhi[17] || phi >= cPhi[0] ) {
    if ( phi < 0. ) phi += 2.*pi;
    retVal = minimum(phi - cPhi[0], phi - cPhi[17] - 2.*pi);            
      } else {
    // between these extrema...
    bool OK = false;
    unsigned iCrack = 16;
    while( !OK ) {
      if ( phi < cPhi[iCrack] ) {
        retVal = minimum(phi - cPhi[iCrack + 1], phi - cPhi[iCrack]);
        OK = true;
      } else {
        iCrack -= 1;
      }
    }
      }
    } else {
      retVal = 0.; // IN: if there is a problem, we assume that we are in a crack
    }
  } else {
    return -99.;       
  }
  
  return std::abs(retVal);
}

double AntiElectronIDMVA6::minimum ( double  a, double  b  )

private

Definition at line 1237 of file AntiElectronIDMVA6.cc.

References a, funct::abs(), b, constexpr, M_PI, and pi.

Referenced by dCrackEta(), and dCrackPhi().

{
  if ( std::abs(b) < std::abs(a) ) return b;
  else return a;
}

double AntiElectronIDMVA6::MVAValue	(	Float_t	TauPt,
		Float_t	TauEtaAtEcalEntrance,
		Float_t	TauPhi,
		Float_t	TauLeadChargedPFCandPt,
		Float_t	TauLeadChargedPFCandEtaAtEcalEntrance,
		Float_t	TauEmFraction,
		Float_t	TauLeadPFChargedHadrHoP,
		Float_t	TauLeadPFChargedHadrEoP,
		Float_t	TauVisMassIn,
		Float_t	TaudCrackEta,
		Float_t	TaudCrackPhi,
		Float_t	TauHasGsf,
		Int_t	TauSignalPFGammaCandsIn,
		Int_t	TauSignalPFGammaCandsOut,
		const std::vector< Float_t > &	GammasdEtaInSigCone,
		const std::vector< Float_t > &	GammasdPhiInSigCone,
		const std::vector< Float_t > &	GammasPtInSigCone,
		const std::vector< Float_t > &	GammasdEtaOutSigCone,
		const std::vector< Float_t > &	GammasdPhiOutSigCone,
		const std::vector< Float_t > &	GammasPtOutSigCone,
		Float_t	ElecEta,
		Float_t	ElecPhi,
		Float_t	ElecEtotOverPin,
		Float_t	ElecChi2NormGSF,
		Float_t	ElecChi2NormKF,
		Float_t	ElecGSFNumHits,
		Float_t	ElecKFNumHits,
		Float_t	ElecGSFTrackResol,
		Float_t	ElecGSFTracklnPt,
		Float_t	ElecPin,
		Float_t	ElecPout,
		Float_t	ElecEecal,
		Float_t	ElecDeltaEta,
		Float_t	ElecDeltaPhi,
		Float_t	ElecMvaInSigmaEtaEta,
		Float_t	ElecMvaInHadEnergy,
		Float_t	ElecMvaInDeltaEta
	)

Definition at line 147 of file AntiElectronIDMVA6.cc.

References mps_fire::i, M_PI, mathSSE::sqrt(), and TtFullHadEvtBuilder_cfi::sumPt.

Referenced by MVAValue().

{ 
  double sumPt  = 0.;
  double dEta2  = 0.;
  double dPhi2  = 0.;
  double sumPt2 = 0.;
  for ( unsigned int i = 0 ; i < GammasPtInSigCone.size() ; ++i ) {
    double pt_i  = GammasPtInSigCone[i];
    double phi_i = GammasdPhiInSigCone[i];
    if ( GammasdPhiInSigCone[i] > M_PI ) phi_i = GammasdPhiInSigCone[i] - 2*M_PI;
    else if ( GammasdPhiInSigCone[i] < -M_PI ) phi_i = GammasdPhiInSigCone[i] + 2*M_PI;
    double eta_i = GammasdEtaInSigCone[i];
    sumPt  +=  pt_i;
    sumPt2 += (pt_i*pt_i);
    dEta2  += (pt_i*eta_i*eta_i);
    dPhi2  += (pt_i*phi_i*phi_i);
  }
  Float_t TauGammaEnFracIn = -99.;
  if ( TauPt > 0. ) {
    TauGammaEnFracIn = sumPt/TauPt;
  }
  if ( sumPt > 0. ) {
    dEta2 /= sumPt;
    dPhi2 /= sumPt;
  }
  Float_t TauGammaEtaMomIn = std::sqrt(dEta2)*std::sqrt(TauGammaEnFracIn)*TauPt;
  Float_t TauGammaPhiMomIn = std::sqrt(dPhi2)*std::sqrt(TauGammaEnFracIn)*TauPt;

  sumPt  = 0.;
  dEta2  = 0.;
  dPhi2  = 0.;
  sumPt2 = 0.;
  for ( unsigned int i = 0 ; i < GammasPtOutSigCone.size() ; ++i ) {
    double pt_i  = GammasPtOutSigCone[i];
    double phi_i = GammasdPhiOutSigCone[i];
    if ( GammasdPhiOutSigCone[i] > M_PI ) phi_i = GammasdPhiOutSigCone[i] - 2*M_PI;
    else if ( GammasdPhiOutSigCone[i] < -M_PI ) phi_i = GammasdPhiOutSigCone[i] + 2*M_PI;
    double eta_i = GammasdEtaOutSigCone[i];
    sumPt  +=  pt_i;
    sumPt2 += (pt_i*pt_i);
    dEta2  += (pt_i*eta_i*eta_i);
    dPhi2  += (pt_i*phi_i*phi_i);
  }
  Float_t TauGammaEnFracOut = sumPt/TauPt;
  if ( sumPt > 0. ) {
    dEta2 /= sumPt;
    dPhi2 /= sumPt;
  }
  Float_t TauGammaEtaMomOut = std::sqrt(dEta2)*std::sqrt(TauGammaEnFracOut)*TauPt;
  Float_t TauGammaPhiMomOut = std::sqrt(dPhi2)*std::sqrt(TauGammaEnFracOut)*TauPt;
  
  return MVAValue(TauPt,
                  TauEtaAtEcalEntrance,
                  TauPhi,
                  TauLeadChargedPFCandPt,
                  TauLeadChargedPFCandEtaAtEcalEntrance,
                  TauEmFraction,
                  TauLeadPFChargedHadrHoP,
                  TauLeadPFChargedHadrEoP,
                  TauVisMassIn,
                  TaudCrackEta,
                  TaudCrackPhi,
                  TauHasGsf,
                  TauSignalPFGammaCandsIn,
                  TauSignalPFGammaCandsOut,
                  TauGammaEtaMomIn,
                  TauGammaEtaMomOut,
                  TauGammaPhiMomIn,
                  TauGammaPhiMomOut,
                  TauGammaEnFracIn,
                  TauGammaEnFracOut,
                  ElecEta,
                  ElecPhi,
                  ElecEtotOverPin,
                  ElecChi2NormGSF,
                  ElecChi2NormKF,
                  ElecGSFNumHits,
                  ElecKFNumHits,
                  ElecGSFTrackResol,
                  ElecGSFTracklnPt,
                  ElecPin,
                  ElecPout,
                  ElecEecal,
                  ElecDeltaEta,
                  ElecDeltaPhi,
                  ElecMvaInSigmaEtaEta,
                  ElecMvaInHadEnergy,
                  ElecMvaInDeltaEta);
}

double AntiElectronIDMVA6::MVAValue	(	Float_t	TauPt,
		Float_t	TauEtaAtEcalEntrance,
		Float_t	TauPhi,
		Float_t	TauLeadChargedPFCandPt,
		Float_t	TauLeadChargedPFCandEtaAtEcalEntrance,
		Float_t	TauEmFraction,
		Float_t	TauLeadPFChargedHadrHoP,
		Float_t	TauLeadPFChargedHadrEoP,
		Float_t	TauVisMassIn,
		Float_t	TaudCrackEta,
		Float_t	TaudCrackPhi,
		Float_t	TauHasGsf,
		Int_t	TauSignalPFGammaCandsIn,
		Int_t	TauSignalPFGammaCandsOut,
		Float_t	TauGammaEtaMomIn,
		Float_t	TauGammaEtaMomOut,
		Float_t	TauGammaPhiMomIn,
		Float_t	TauGammaPhiMomOut,
		Float_t	TauGammaEnFracIn,
		Float_t	TauGammaEnFracOut,
		Float_t	ElecEta,
		Float_t	ElecPhi,
		Float_t	ElecEtotOverPin,
		Float_t	ElecChi2NormGSF,
		Float_t	ElecChi2NormKF,
		Float_t	ElecGSFNumHits,
		Float_t	ElecKFNumHits,
		Float_t	ElecGSFTrackResol,
		Float_t	ElecGSFTracklnPt,
		Float_t	ElecPin,
		Float_t	ElecPout,
		Float_t	ElecEecal,
		Float_t	ElecDeltaEta,
		Float_t	ElecDeltaPhi,
		Float_t	ElecMvaInSigmaEtaEta,
		Float_t	ElecMvaInHadEnergy,
		Float_t	ElecMvaInDeltaEta
	)

Definition at line 273 of file AntiElectronIDMVA6.cc.

References funct::abs(), boostedElectronIsolation_cff::deltaR, Exception, GBRForest::GetClassifier(), isInitialized_, cmsBatch::log, SiStripPI::max, min(), mva_NoEleMatch_wGwoGSF_BL_, mva_NoEleMatch_wGwoGSF_EC_, mva_NoEleMatch_woGwoGSF_BL_, mva_NoEleMatch_woGwoGSF_EC_, mva_wGwGSF_BL_, mva_wGwGSF_EC_, mva_woGwGSF_BL_, mva_woGwGSF_EC_, Var_NoEleMatch_wGwoGSF_Barrel_, Var_NoEleMatch_wGwoGSF_Endcap_, Var_NoEleMatch_woGwoGSF_Barrel_, Var_NoEleMatch_woGwoGSF_Endcap_, Var_wGwGSF_Barrel_, Var_wGwGSF_Endcap_, Var_woGwGSF_Barrel_, and Var_woGwGSF_Endcap_.

{

  if ( !isInitialized_ ) {
    throw cms::Exception("ClassNotInitialized")
      << " AntiElectronMVA not properly initialized !!\n";
  }

  double mvaValue = -99.;
  
  const float ECALBarrelEndcapEtaBorder = 1.479;
  float ElecDeltaPinPoutOverPin = (ElecPin > 0.0) ? (std::abs(ElecPin - ElecPout)/ElecPin) : 1.0;
  float ElecEecalOverPout = (ElecPout > 0.0) ? (ElecEecal/ElecPout) : 20.0;
  float ElecNumHitsDiffOverSum = ((ElecGSFNumHits + ElecKFNumHits) > 0.0) ? 
                                 ((ElecGSFNumHits - ElecKFNumHits)/(ElecGSFNumHits + ElecKFNumHits)) : 1.0;
  
  if ( deltaR(TauEtaAtEcalEntrance, TauPhi, ElecEta, ElecPhi) > 0.3 && TauSignalPFGammaCandsIn == 0 && TauHasGsf < 0.5) {
    if ( std::abs(TauEtaAtEcalEntrance) < ECALBarrelEndcapEtaBorder ){    
      Var_NoEleMatch_woGwoGSF_Barrel_[0] = TauEtaAtEcalEntrance;
      Var_NoEleMatch_woGwoGSF_Barrel_[1] = TauLeadChargedPFCandEtaAtEcalEntrance;
      Var_NoEleMatch_woGwoGSF_Barrel_[2] = std::min(float(2.), TauLeadChargedPFCandPt/std::max(float(1.), TauPt));
      Var_NoEleMatch_woGwoGSF_Barrel_[3] = std::log(std::max(float(1.), TauPt));
      Var_NoEleMatch_woGwoGSF_Barrel_[4] = TauEmFraction;
      Var_NoEleMatch_woGwoGSF_Barrel_[5] = TauLeadPFChargedHadrHoP;
      Var_NoEleMatch_woGwoGSF_Barrel_[6] = TauLeadPFChargedHadrEoP;
      Var_NoEleMatch_woGwoGSF_Barrel_[7] = TauVisMassIn;
      Var_NoEleMatch_woGwoGSF_Barrel_[8] = TaudCrackEta;
      Var_NoEleMatch_woGwoGSF_Barrel_[9] = TaudCrackPhi;
      mvaValue = mva_NoEleMatch_woGwoGSF_BL_->GetClassifier(Var_NoEleMatch_woGwoGSF_Barrel_);
    } else {
      Var_NoEleMatch_woGwoGSF_Endcap_[0] = TauEtaAtEcalEntrance;
      Var_NoEleMatch_woGwoGSF_Endcap_[1] = TauLeadChargedPFCandEtaAtEcalEntrance;
      Var_NoEleMatch_woGwoGSF_Endcap_[2] = std::min(float(2.), TauLeadChargedPFCandPt/std::max(float(1.), TauPt));
      Var_NoEleMatch_woGwoGSF_Endcap_[3] = std::log(std::max(float(1.), TauPt));
      Var_NoEleMatch_woGwoGSF_Endcap_[4] = TauEmFraction;
      Var_NoEleMatch_woGwoGSF_Endcap_[5] = TauLeadPFChargedHadrHoP;
      Var_NoEleMatch_woGwoGSF_Endcap_[6] = TauLeadPFChargedHadrEoP;
      Var_NoEleMatch_woGwoGSF_Endcap_[7] = TauVisMassIn;
      Var_NoEleMatch_woGwoGSF_Endcap_[8] = TaudCrackEta;
      mvaValue = mva_NoEleMatch_woGwoGSF_EC_->GetClassifier(Var_NoEleMatch_woGwoGSF_Endcap_);
    }
  }
  else if ( deltaR(TauEtaAtEcalEntrance, TauPhi, ElecEta, ElecPhi) > 0.3 && TauSignalPFGammaCandsIn > 0 && TauHasGsf < 0.5 ) {
    if ( std::abs(TauEtaAtEcalEntrance) < ECALBarrelEndcapEtaBorder ){
      Var_NoEleMatch_wGwoGSF_Barrel_[0]  = TauEtaAtEcalEntrance;
      Var_NoEleMatch_wGwoGSF_Barrel_[1]  = TauLeadChargedPFCandEtaAtEcalEntrance;
      Var_NoEleMatch_wGwoGSF_Barrel_[2]  = std::min(float(2.), TauLeadChargedPFCandPt/std::max(float(1.), TauPt));
      Var_NoEleMatch_wGwoGSF_Barrel_[3]  = std::log(std::max(float(1.), TauPt));
      Var_NoEleMatch_wGwoGSF_Barrel_[4]  = TauEmFraction;
      Var_NoEleMatch_wGwoGSF_Barrel_[5]  = TauSignalPFGammaCandsIn;
      Var_NoEleMatch_wGwoGSF_Barrel_[6]  = TauSignalPFGammaCandsOut;
      Var_NoEleMatch_wGwoGSF_Barrel_[7]  = TauLeadPFChargedHadrHoP;
      Var_NoEleMatch_wGwoGSF_Barrel_[8]  = TauLeadPFChargedHadrEoP;
      Var_NoEleMatch_wGwoGSF_Barrel_[9]  = TauVisMassIn;
      Var_NoEleMatch_wGwoGSF_Barrel_[10] = TauGammaEtaMomIn;
      Var_NoEleMatch_wGwoGSF_Barrel_[11] = TauGammaEtaMomOut;
      Var_NoEleMatch_wGwoGSF_Barrel_[12] = TauGammaPhiMomIn;
      Var_NoEleMatch_wGwoGSF_Barrel_[13] = TauGammaPhiMomOut;
      Var_NoEleMatch_wGwoGSF_Barrel_[14] = TauGammaEnFracIn;
      Var_NoEleMatch_wGwoGSF_Barrel_[15] = TauGammaEnFracOut;
      Var_NoEleMatch_wGwoGSF_Barrel_[16] = TaudCrackEta;
      Var_NoEleMatch_wGwoGSF_Barrel_[17] = TaudCrackPhi;
      mvaValue = mva_NoEleMatch_wGwoGSF_BL_->GetClassifier(Var_NoEleMatch_wGwoGSF_Barrel_);
    } else {
      Var_NoEleMatch_wGwoGSF_Endcap_[0]  = TauEtaAtEcalEntrance;
      Var_NoEleMatch_wGwoGSF_Endcap_[1]  = TauLeadChargedPFCandEtaAtEcalEntrance;
      Var_NoEleMatch_wGwoGSF_Endcap_[2]  = std::min(float(2.), TauLeadChargedPFCandPt/std::max(float(1.), TauPt));
      Var_NoEleMatch_wGwoGSF_Endcap_[3]  = std::log(std::max(float(1.), TauPt));
      Var_NoEleMatch_wGwoGSF_Endcap_[4]  = TauEmFraction;
      Var_NoEleMatch_wGwoGSF_Endcap_[5]  = TauSignalPFGammaCandsIn;
      Var_NoEleMatch_wGwoGSF_Endcap_[6]  = TauSignalPFGammaCandsOut;
      Var_NoEleMatch_wGwoGSF_Endcap_[7]  = TauLeadPFChargedHadrHoP;
      Var_NoEleMatch_wGwoGSF_Endcap_[8]  = TauLeadPFChargedHadrEoP;
      Var_NoEleMatch_wGwoGSF_Endcap_[9]  = TauVisMassIn;
      Var_NoEleMatch_wGwoGSF_Endcap_[10] = TauGammaEtaMomIn;
      Var_NoEleMatch_wGwoGSF_Endcap_[11] = TauGammaEtaMomOut;
      Var_NoEleMatch_wGwoGSF_Endcap_[12] = TauGammaPhiMomIn;
      Var_NoEleMatch_wGwoGSF_Endcap_[13] = TauGammaPhiMomOut;
      Var_NoEleMatch_wGwoGSF_Endcap_[14] = TauGammaEnFracIn;
      Var_NoEleMatch_wGwoGSF_Endcap_[15] = TauGammaEnFracOut;
      Var_NoEleMatch_wGwoGSF_Endcap_[16] = TaudCrackEta;
      mvaValue = mva_NoEleMatch_wGwoGSF_EC_->GetClassifier(Var_NoEleMatch_wGwoGSF_Endcap_);
    }
  }    
  else if ( TauSignalPFGammaCandsIn == 0 && TauHasGsf > 0.5 ) {
    if ( std::abs(TauEtaAtEcalEntrance) < ECALBarrelEndcapEtaBorder ) {
      Var_woGwGSF_Barrel_[0]  = std::max(float(-0.1), ElecEtotOverPin);
      Var_woGwGSF_Barrel_[1]  = std::log(std::max(float(0.01), ElecChi2NormGSF));
      Var_woGwGSF_Barrel_[2]  = ElecGSFNumHits;
      Var_woGwGSF_Barrel_[3]  = std::log(std::max(float(0.01), ElecGSFTrackResol));
      Var_woGwGSF_Barrel_[4]  = ElecGSFTracklnPt;
      Var_woGwGSF_Barrel_[5]  = ElecNumHitsDiffOverSum;
      Var_woGwGSF_Barrel_[6]  = std::log(std::max(float(0.01), ElecChi2NormKF));
      Var_woGwGSF_Barrel_[7]  = std::min(ElecDeltaPinPoutOverPin, float(1.));
      Var_woGwGSF_Barrel_[8]  = std::min(ElecEecalOverPout, float(20.));
      Var_woGwGSF_Barrel_[9]  = ElecDeltaEta;
      Var_woGwGSF_Barrel_[10] = ElecDeltaPhi;
      Var_woGwGSF_Barrel_[11] = std::min(ElecMvaInSigmaEtaEta, float(0.01));
      Var_woGwGSF_Barrel_[12] = std::min(ElecMvaInHadEnergy, float(20.));
      Var_woGwGSF_Barrel_[13] = std::min(ElecMvaInDeltaEta, float(0.1));
      Var_woGwGSF_Barrel_[14] = TauEtaAtEcalEntrance;
      Var_woGwGSF_Barrel_[15] = TauLeadChargedPFCandEtaAtEcalEntrance;
      Var_woGwGSF_Barrel_[16] = std::min(float(2.), TauLeadChargedPFCandPt/std::max(float(1.), TauPt));
      Var_woGwGSF_Barrel_[17] = std::log(std::max(float(1.), TauPt));
      Var_woGwGSF_Barrel_[18] = TauEmFraction;
      Var_woGwGSF_Barrel_[19] = TauLeadPFChargedHadrHoP;
      Var_woGwGSF_Barrel_[20] = TauLeadPFChargedHadrEoP;
      Var_woGwGSF_Barrel_[21] = TauVisMassIn;
      Var_woGwGSF_Barrel_[22] = TaudCrackEta;
      Var_woGwGSF_Barrel_[23] = TaudCrackPhi;
      mvaValue = mva_woGwGSF_BL_->GetClassifier(Var_woGwGSF_Barrel_);
    } else {
      Var_woGwGSF_Endcap_[0]  = std::max(float(-0.1), ElecEtotOverPin);
      Var_woGwGSF_Endcap_[1]  = std::log(std::max(float(0.01), ElecChi2NormGSF));
      Var_woGwGSF_Endcap_[2]  = ElecGSFNumHits;
      Var_woGwGSF_Endcap_[3]  = std::log(std::max(float(0.01), ElecGSFTrackResol));
      Var_woGwGSF_Endcap_[4]  = ElecGSFTracklnPt;
      Var_woGwGSF_Endcap_[5]  = ElecNumHitsDiffOverSum;
      Var_woGwGSF_Endcap_[6]  = std::log(std::max(float(0.01), ElecChi2NormKF));
      Var_woGwGSF_Endcap_[7]  = std::min(ElecDeltaPinPoutOverPin, float(1.));
      Var_woGwGSF_Endcap_[8]  = std::min(ElecEecalOverPout, float(20.));
      Var_woGwGSF_Endcap_[9]  = ElecDeltaEta;
      Var_woGwGSF_Endcap_[10] = ElecDeltaPhi;
      Var_woGwGSF_Endcap_[11] = std::min(ElecMvaInSigmaEtaEta, float(0.01));
      Var_woGwGSF_Endcap_[12] = std::min(ElecMvaInHadEnergy, float(20.));
      Var_woGwGSF_Endcap_[13] = std::min(ElecMvaInDeltaEta, float(0.1));
      Var_woGwGSF_Endcap_[14] = TauEtaAtEcalEntrance;
      Var_woGwGSF_Endcap_[15] = TauLeadChargedPFCandEtaAtEcalEntrance;
      Var_woGwGSF_Endcap_[16] = std::min(float(2.), TauLeadChargedPFCandPt/std::max(float(1.), TauPt));
      Var_woGwGSF_Endcap_[17] = std::log(std::max(float(1.), TauPt));
      Var_woGwGSF_Endcap_[18] = TauEmFraction;
      Var_woGwGSF_Endcap_[19] = TauLeadPFChargedHadrHoP;
      Var_woGwGSF_Endcap_[20] = TauLeadPFChargedHadrEoP;
      Var_woGwGSF_Endcap_[21] = TauVisMassIn;
      Var_woGwGSF_Endcap_[22] = TaudCrackEta;
      mvaValue = mva_woGwGSF_EC_->GetClassifier(Var_woGwGSF_Endcap_);
    } 
  }
  else if ( TauSignalPFGammaCandsIn > 0 && TauHasGsf > 0.5 ) {
    if ( std::abs(TauEtaAtEcalEntrance) < ECALBarrelEndcapEtaBorder ) {
      Var_wGwGSF_Barrel_[0]  = std::max(float(-0.1), ElecEtotOverPin);
      Var_wGwGSF_Barrel_[1]  = std::log(std::max(float(0.01), ElecChi2NormGSF));
      Var_wGwGSF_Barrel_[2]  = ElecGSFNumHits;
      Var_wGwGSF_Barrel_[3]  = std::log(std::max(float(0.01), ElecGSFTrackResol));
      Var_wGwGSF_Barrel_[4]  = ElecGSFTracklnPt;
      Var_wGwGSF_Barrel_[5]  = ElecNumHitsDiffOverSum;
      Var_wGwGSF_Barrel_[6]  = std::log(std::max(float(0.01), ElecChi2NormKF));
      Var_wGwGSF_Barrel_[7]  = std::min(ElecDeltaPinPoutOverPin, float(1.));
      Var_wGwGSF_Barrel_[8]  = std::min(ElecEecalOverPout, float(20.));
      Var_wGwGSF_Barrel_[9]  = ElecDeltaEta;
      Var_wGwGSF_Barrel_[10] = ElecDeltaPhi;
      Var_wGwGSF_Barrel_[11] = std::min(ElecMvaInSigmaEtaEta, float(0.01));
      Var_wGwGSF_Barrel_[12] = std::min(ElecMvaInHadEnergy, float(20.));
      Var_wGwGSF_Barrel_[13] = std::min(ElecMvaInDeltaEta, float(0.1));
      Var_wGwGSF_Barrel_[14] = TauEtaAtEcalEntrance;
      Var_wGwGSF_Barrel_[15] = TauLeadChargedPFCandEtaAtEcalEntrance;
      Var_wGwGSF_Barrel_[16] = std::min(float(2.), TauLeadChargedPFCandPt/std::max(float(1.), TauPt));
      Var_wGwGSF_Barrel_[17] = std::log(std::max(float(1.), TauPt));
      Var_wGwGSF_Barrel_[18] = TauEmFraction;
      Var_wGwGSF_Barrel_[19] = TauSignalPFGammaCandsIn;
      Var_wGwGSF_Barrel_[20] = TauSignalPFGammaCandsOut;
      Var_wGwGSF_Barrel_[21] = TauLeadPFChargedHadrHoP;
      Var_wGwGSF_Barrel_[22] = TauLeadPFChargedHadrEoP;
      Var_wGwGSF_Barrel_[23] = TauVisMassIn;
      Var_wGwGSF_Barrel_[24] = TauGammaEtaMomIn;
      Var_wGwGSF_Barrel_[25] = TauGammaEtaMomOut;
      Var_wGwGSF_Barrel_[26] = TauGammaPhiMomIn;
      Var_wGwGSF_Barrel_[27] = TauGammaPhiMomOut;
      Var_wGwGSF_Barrel_[28] = TauGammaEnFracIn;
      Var_wGwGSF_Barrel_[29] = TauGammaEnFracOut;
      Var_wGwGSF_Barrel_[30] = TaudCrackEta;
      Var_wGwGSF_Barrel_[31] = TaudCrackPhi;
      mvaValue = mva_wGwGSF_BL_->GetClassifier(Var_wGwGSF_Barrel_);
    } else {
      Var_wGwGSF_Endcap_[0]  = std::max(float(-0.1), ElecEtotOverPin);
      Var_wGwGSF_Endcap_[1]  = std::log(std::max(float(0.01), ElecChi2NormGSF));
      Var_wGwGSF_Endcap_[2]  = ElecGSFNumHits;
      Var_wGwGSF_Endcap_[3]  = std::log(std::max(float(0.01), ElecGSFTrackResol));
      Var_wGwGSF_Endcap_[4]  = ElecGSFTracklnPt;
      Var_wGwGSF_Endcap_[5]  = ElecNumHitsDiffOverSum;
      Var_wGwGSF_Endcap_[6]  = std::log(std::max(float(0.01), ElecChi2NormKF));
      Var_wGwGSF_Endcap_[7]  = std::min(ElecDeltaPinPoutOverPin, float(1.));
      Var_wGwGSF_Endcap_[8]  = std::min(ElecEecalOverPout, float(20.));
      Var_wGwGSF_Endcap_[9]  = ElecDeltaEta;
      Var_wGwGSF_Endcap_[10] = ElecDeltaPhi;
      Var_wGwGSF_Endcap_[11] = std::min(ElecMvaInSigmaEtaEta, float(0.01));
      Var_wGwGSF_Endcap_[12] = std::min(ElecMvaInHadEnergy, float(20.));
      Var_wGwGSF_Endcap_[13] = std::min(ElecMvaInDeltaEta, float(0.1));
      Var_wGwGSF_Endcap_[14] = TauEtaAtEcalEntrance;
      Var_wGwGSF_Endcap_[15] = TauLeadChargedPFCandEtaAtEcalEntrance;
      Var_wGwGSF_Endcap_[16] = std::min(float(2.), TauLeadChargedPFCandPt/std::max(float(1.), TauPt));
      Var_wGwGSF_Endcap_[17] = std::log(std::max(float(1.), TauPt));
      Var_wGwGSF_Endcap_[18] = TauEmFraction;
      Var_wGwGSF_Endcap_[19] = TauSignalPFGammaCandsIn;
      Var_wGwGSF_Endcap_[20] = TauSignalPFGammaCandsOut;
      Var_wGwGSF_Endcap_[21] = TauLeadPFChargedHadrHoP;
      Var_wGwGSF_Endcap_[22] = TauLeadPFChargedHadrEoP;
      Var_wGwGSF_Endcap_[23] = TauVisMassIn;
      Var_wGwGSF_Endcap_[24] = TauGammaEtaMomIn;
      Var_wGwGSF_Endcap_[25] = TauGammaEtaMomOut;
      Var_wGwGSF_Endcap_[26] = TauGammaPhiMomIn;
      Var_wGwGSF_Endcap_[27] = TauGammaPhiMomOut;
      Var_wGwGSF_Endcap_[28] = TauGammaEnFracIn;
      Var_wGwGSF_Endcap_[29] = TauGammaEnFracOut;
      Var_wGwGSF_Endcap_[30] = TaudCrackEta;
      mvaValue = mva_wGwGSF_EC_->GetClassifier(Var_wGwGSF_Endcap_);
    } 
  }
  return mvaValue;
}

double AntiElectronIDMVA6::MVAValue	(	const reco::PFTau &	thePFTau,
		const reco::GsfElectron &	theGsfEle
	)

Definition at line 520 of file AntiElectronIDMVA6.cc.

References atECalEntrance(), reco::GsfElectron::closestCtfTrackRef(), dCrackEta(), dCrackPhi(), reco::GsfElectron::deltaEtaSeedClusterTrackAtCalo(), reco::GsfElectron::deltaPhiSeedClusterTrackAtCalo(), boostedElectronIsolation_cff::deltaR, PFRecoTauDiscriminationAgainstElectronDeadECAL_cfi::dR, reco::GsfElectron::ecalEnergy(), reco::PFTau::emFraction(), reco::Candidate::energy(), reco::LeafCandidate::eta(), reco::TrackBase::eta(), CustomPhysics_cfi::gamma, reco::Candidate::get(), reco::GsfElectron::gsfTrack(), edm::Ref< C, T, F >::isAvailable(), edm::Ptr< T >::isNonnull(), edm::Ref< C, T, F >::isNonnull(), reco::PFTau::leadChargedHadrCand(), reco::PFTau::leadPFChargedHadrCand(), cmsBatch::log, ResonanceBuilder::mass, SiStripPI::max, min(), MVAValue(), phi, reco::LeafCandidate::phi(), reco::LeafCandidate::pt(), reco::TrackBase::pt(), reco::PFTau::signalChargedHadrCands(), reco::PFTau::signalGammaCands(), reco::PFTau::signalPFCands(), mathSSE::sqrt(), reco::GsfElectron::superCluster(), HiIsolationCommonParameters_cff::track, reco::GsfElectron::trackMomentumAtVtx(), reco::GsfElectron::trackMomentumOut(), and usePhiAtEcalEntranceExtrapolation_.

{
  // === tau variables ===
  float TauEtaAtEcalEntrance = -99.;
  float sumEtaTimesEnergy = 0.;
  float sumEnergy = 0.;
  const std::vector<reco::PFCandidatePtr>& signalPFCands = thePFTau.signalPFCands();
  for ( const auto & pfCandidate : signalPFCands ) {
    sumEtaTimesEnergy += pfCandidate->positionAtECALEntrance().eta()*pfCandidate->energy();
    sumEnergy += pfCandidate->energy();
  }
  if ( sumEnergy > 0. ) {
    TauEtaAtEcalEntrance = sumEtaTimesEnergy/sumEnergy;
  }
  
  float TauLeadChargedPFCandEtaAtEcalEntrance = -99.;
  float TauLeadChargedPFCandPt = -99.;
  for ( const auto & pfCandidate : signalPFCands ) {
    const reco::Track* track = nullptr;
    if ( pfCandidate->trackRef().isNonnull() ) track = pfCandidate->trackRef().get();
    else if ( pfCandidate->muonRef().isNonnull() && pfCandidate->muonRef()->innerTrack().isNonnull()  ) track = pfCandidate->muonRef()->innerTrack().get();
    else if ( pfCandidate->muonRef().isNonnull() && pfCandidate->muonRef()->globalTrack().isNonnull() ) track = pfCandidate->muonRef()->globalTrack().get();
    else if ( pfCandidate->muonRef().isNonnull() && pfCandidate->muonRef()->outerTrack().isNonnull()  ) track = pfCandidate->muonRef()->outerTrack().get();
    else if ( pfCandidate->gsfTrackRef().isNonnull() ) track = pfCandidate->gsfTrackRef().get();
    if ( track ) {
      if ( track->pt() > TauLeadChargedPFCandPt ) {
    TauLeadChargedPFCandEtaAtEcalEntrance = pfCandidate->positionAtECALEntrance().eta();
    TauLeadChargedPFCandPt = track->pt();
      }
    }
  }

  Float_t TauPt = thePFTau.pt();
  Float_t TauEmFraction = std::max(thePFTau.emFraction(), (Float_t)0.);
  Float_t TauLeadPFChargedHadrHoP = 0.;
  Float_t TauLeadPFChargedHadrEoP = 0.;
  if ( thePFTau.leadPFChargedHadrCand()->p() > 0. ) {
    TauLeadPFChargedHadrHoP = thePFTau.leadPFChargedHadrCand()->hcalEnergy()/thePFTau.leadPFChargedHadrCand()->p();
    TauLeadPFChargedHadrEoP = thePFTau.leadPFChargedHadrCand()->ecalEnergy()/thePFTau.leadPFChargedHadrCand()->p();
  }

  std::vector<Float_t> GammasdEtaInSigCone;
  std::vector<Float_t> GammasdPhiInSigCone;
  std::vector<Float_t> GammasPtInSigCone;
  std::vector<Float_t> GammasdEtaOutSigCone;
  std::vector<Float_t> GammasdPhiOutSigCone;
  std::vector<Float_t> GammasPtOutSigCone;
  reco::Candidate::LorentzVector pfGammaSum(0,0,0,0);
  reco::Candidate::LorentzVector pfChargedSum(0,0,0,0);
  
  for ( const auto & gamma : thePFTau.signalGammaCands() ) {
    float dR = deltaR(gamma->p4(), thePFTau.leadChargedHadrCand()->p4());
    float signalrad = std::max(0.05, std::min(0.10, 3.0/std::max(1.0, thePFTau.pt())));

    // pfGammas inside the tau signal cone
    if (dR < signalrad) {
      if ( thePFTau.leadChargedHadrCand().isNonnull() ) {
        GammasdEtaInSigCone.push_back(gamma->eta() - thePFTau.leadChargedHadrCand()->eta());
        GammasdPhiInSigCone.push_back(gamma->phi() - thePFTau.leadChargedHadrCand()->phi());
      }
      else {
        GammasdEtaInSigCone.push_back(gamma->eta() - thePFTau.eta());
        GammasdPhiInSigCone.push_back(gamma->phi() - thePFTau.phi());
      }
      GammasPtInSigCone.push_back(gamma->pt());
      pfGammaSum += gamma->p4();
    }
    // pfGammas outside the tau signal cone
    else {
      if ( thePFTau.leadChargedHadrCand().isNonnull() ) {
        GammasdEtaOutSigCone.push_back(gamma->eta() - thePFTau.leadChargedHadrCand()->eta());
        GammasdPhiOutSigCone.push_back(gamma->phi() - thePFTau.leadChargedHadrCand()->phi());
      } 
      else {
        GammasdEtaOutSigCone.push_back(gamma->eta() - thePFTau.eta());
        GammasdPhiOutSigCone.push_back(gamma->phi() - thePFTau.phi());
      }
      GammasPtOutSigCone.push_back(gamma->pt());
    }
  }
  
  for ( const auto & charged : thePFTau.signalChargedHadrCands() ) {
    float dR = deltaR(charged->p4(), thePFTau.leadChargedHadrCand()->p4());
    float signalrad = std::max(0.05, std::min(0.10, 3.0/std::max(1.0, thePFTau.pt())));
  
    // charged particles inside the tau signal cone
    if (dR < signalrad) {
        pfChargedSum += charged->p4();
    }
  }
  
  Int_t TauSignalPFGammaCandsIn = GammasPtInSigCone.size();
  Int_t TauSignalPFGammaCandsOut = GammasPtOutSigCone.size();
  Float_t TauVisMassIn = (pfGammaSum + pfChargedSum).mass();

  Float_t TauPhi = thePFTau.phi();
  float sumPhiTimesEnergy = 0.;
  float sumEnergyPhi = 0.;
  if ( !usePhiAtEcalEntranceExtrapolation_ ) {
    for ( const auto & pfc : signalPFCands ) {
      sumPhiTimesEnergy += pfc->positionAtECALEntrance().phi()*pfc->energy();
      sumEnergyPhi += pfc->energy();
    }
  }
  else{
    TauPhi= -99.;
    for ( const auto & signalPFCand : signalPFCands ) {
      reco::Candidate const*  signalCand = signalPFCand.get();
      float phi = thePFTau.phi();
      math::XYZPoint aPos; 
      if ( atECalEntrance(signalCand, aPos) ) phi = aPos.Phi();
      sumPhiTimesEnergy += phi*signalCand->energy();     
      sumEnergy += signalCand->energy();
    }
  }
  if ( sumEnergyPhi > 0. ) {
    TauPhi = sumPhiTimesEnergy/sumEnergyPhi;
  }
  Float_t TaudCrackPhi = dCrackPhi(TauPhi, TauEtaAtEcalEntrance);
  Float_t TaudCrackEta = dCrackEta(TauEtaAtEcalEntrance);
  Float_t TauHasGsf = thePFTau.leadPFChargedHadrCand()->gsfTrackRef().isNonnull();
  
  // === electron variables ===
  Float_t ElecEta = theGsfEle.eta();
  Float_t ElecPhi = theGsfEle.phi();
                  
  //Variables related to the electron Cluster
  Float_t ElecEe = 0.;
  Float_t ElecEgamma = 0.;
  reco::SuperClusterRef pfSuperCluster = theGsfEle.superCluster();
  if ( pfSuperCluster.isNonnull() && pfSuperCluster.isAvailable() ) {
    for ( reco::CaloCluster_iterator pfCluster = pfSuperCluster->clustersBegin();
      pfCluster != pfSuperCluster->clustersEnd(); ++pfCluster ) {
      double pfClusterEn = (*pfCluster)->energy();
      if ( pfCluster == pfSuperCluster->clustersBegin() ) ElecEe += pfClusterEn;
      else ElecEgamma += pfClusterEn;
    }
  }
  
  Float_t ElecPin = std::sqrt(theGsfEle.trackMomentumAtVtx().Mag2());
  Float_t ElecPout = std::sqrt(theGsfEle.trackMomentumOut().Mag2());  
  Float_t ElecEtotOverPin = (ElecPin > 0.0) ? ((ElecEe + ElecEgamma)/ElecPin) : -0.1;
  Float_t ElecEecal = theGsfEle.ecalEnergy();
  Float_t ElecDeltaEta = theGsfEle.deltaEtaSeedClusterTrackAtCalo();
  Float_t ElecDeltaPhi = theGsfEle.deltaPhiSeedClusterTrackAtCalo();
  Float_t ElecMvaInSigmaEtaEta = (theGsfEle).mvaInput().sigmaEtaEta;
  Float_t ElecMvaInHadEnergy = (theGsfEle).mvaInput().hadEnergy;
  Float_t ElecMvaInDeltaEta = (theGsfEle).mvaInput().deltaEta;
  
  //Variables related to the GsfTrack
  Float_t ElecChi2NormGSF = -99.;
  Float_t ElecGSFNumHits = -99.;
  Float_t ElecGSFTrackResol = -99.;
  Float_t ElecGSFTracklnPt = -99.;
  if ( theGsfEle.gsfTrack().isNonnull() ) {
    ElecChi2NormGSF = (theGsfEle).gsfTrack()->normalizedChi2();
    ElecGSFNumHits = (theGsfEle).gsfTrack()->numberOfValidHits();
    if ( theGsfEle.gsfTrack()->pt() > 0. ) {
      ElecGSFTrackResol = theGsfEle.gsfTrack()->ptError()/theGsfEle.gsfTrack()->pt();
      ElecGSFTracklnPt = log(theGsfEle.gsfTrack()->pt())*M_LN10;
    }
  }

  //Variables related to the CtfTrack
  Float_t ElecChi2NormKF = -99.;
  Float_t ElecKFNumHits = -99.;
  if ( theGsfEle.closestCtfTrackRef().isNonnull() ) {
    ElecChi2NormKF = (theGsfEle).closestCtfTrackRef()->normalizedChi2();
    ElecKFNumHits = (theGsfEle).closestCtfTrackRef()->numberOfValidHits();
  }

  return MVAValue(TauPt,
                  TauEtaAtEcalEntrance,
                  TauPhi,
                  TauLeadChargedPFCandPt,
                  TauLeadChargedPFCandEtaAtEcalEntrance,
                  TauEmFraction,
                  TauLeadPFChargedHadrHoP,
                  TauLeadPFChargedHadrEoP,
                  TauVisMassIn,
                  TaudCrackEta,
                  TaudCrackPhi,
                  TauHasGsf,
                  TauSignalPFGammaCandsIn,
                  TauSignalPFGammaCandsOut,
                  GammasdEtaInSigCone,
                  GammasdPhiInSigCone,
                  GammasPtInSigCone,
                  GammasdEtaOutSigCone,
                  GammasdPhiOutSigCone,
                  GammasPtOutSigCone,
                  ElecEta,
                  ElecPhi,
                  ElecEtotOverPin,
                  ElecChi2NormGSF,
                  ElecChi2NormKF,
                  ElecGSFNumHits,
                  ElecKFNumHits,
                  ElecGSFTrackResol,
                  ElecGSFTracklnPt,
                  ElecPin,
                  ElecPout,
                  ElecEecal,
                  ElecDeltaEta,
                  ElecDeltaPhi,
                  ElecMvaInSigmaEtaEta,
                  ElecMvaInHadEnergy,
                  ElecMvaInDeltaEta);
}

double AntiElectronIDMVA6::MVAValue

(

const reco::PFTau &

thePFTau

)

Definition at line 732 of file AntiElectronIDMVA6.cc.

References atECalEntrance(), dCrackEta(), dCrackPhi(), boostedElectronIsolation_cff::deltaR, PFRecoTauDiscriminationAgainstElectronDeadECAL_cfi::dR, reco::PFTau::emFraction(), reco::Candidate::energy(), reco::LeafCandidate::eta(), reco::TrackBase::eta(), CustomPhysics_cfi::gamma, reco::Candidate::get(), edm::Ptr< T >::isNonnull(), reco::PFTau::leadChargedHadrCand(), reco::PFTau::leadPFChargedHadrCand(), ResonanceBuilder::mass, SiStripPI::max, min(), MVAValue(), phi, reco::LeafCandidate::phi(), reco::LeafCandidate::pt(), reco::TrackBase::pt(), reco::PFTau::signalChargedHadrCands(), reco::PFTau::signalGammaCands(), reco::PFTau::signalPFCands(), HiIsolationCommonParameters_cff::track, and usePhiAtEcalEntranceExtrapolation_.

{
  // === tau variables ===
  float TauEtaAtEcalEntrance = -99.;
  float sumEtaTimesEnergy = 0.;
  float sumEnergy = 0.;
  const std::vector<reco::PFCandidatePtr>& signalPFCands = thePFTau.signalPFCands();
  for ( const auto & pfCandidate : signalPFCands ) {
    sumEtaTimesEnergy += pfCandidate->positionAtECALEntrance().eta()*pfCandidate->energy();
    sumEnergy += pfCandidate->energy();
  }
  if ( sumEnergy > 0. ) {
    TauEtaAtEcalEntrance = sumEtaTimesEnergy/sumEnergy;
  }
  
  float TauLeadChargedPFCandEtaAtEcalEntrance = -99.;
  float TauLeadChargedPFCandPt = -99.;
  for ( const auto & pfCandidate : signalPFCands ) {
    const reco::Track* track = nullptr;
    if ( pfCandidate->trackRef().isNonnull() ) track = pfCandidate->trackRef().get();
    else if ( pfCandidate->muonRef().isNonnull() && pfCandidate->muonRef()->innerTrack().isNonnull()  ) track = pfCandidate->muonRef()->innerTrack().get();
    else if ( pfCandidate->muonRef().isNonnull() && pfCandidate->muonRef()->globalTrack().isNonnull() ) track = pfCandidate->muonRef()->globalTrack().get();
    else if ( pfCandidate->muonRef().isNonnull() && pfCandidate->muonRef()->outerTrack().isNonnull()  ) track = pfCandidate->muonRef()->outerTrack().get();
    else if ( pfCandidate->gsfTrackRef().isNonnull() ) track = pfCandidate->gsfTrackRef().get();
    if ( track ) {
      if ( track->pt() > TauLeadChargedPFCandPt ) {
    TauLeadChargedPFCandEtaAtEcalEntrance = pfCandidate->positionAtECALEntrance().eta();
    TauLeadChargedPFCandPt = track->pt();
      }
    }
  }

  Float_t TauPt = thePFTau.pt();
  Float_t TauEmFraction = std::max(thePFTau.emFraction(), (Float_t)0.);
  Float_t TauLeadPFChargedHadrHoP = 0.;
  Float_t TauLeadPFChargedHadrEoP = 0.;
  if ( thePFTau.leadPFChargedHadrCand()->p() > 0. ) {
    TauLeadPFChargedHadrHoP = thePFTau.leadPFChargedHadrCand()->hcalEnergy()/thePFTau.leadPFChargedHadrCand()->p();
    TauLeadPFChargedHadrEoP = thePFTau.leadPFChargedHadrCand()->ecalEnergy()/thePFTau.leadPFChargedHadrCand()->p();
  }

  std::vector<Float_t> GammasdEtaInSigCone;
  std::vector<Float_t> GammasdPhiInSigCone;
  std::vector<Float_t> GammasPtInSigCone;
  std::vector<Float_t> GammasdEtaOutSigCone;
  std::vector<Float_t> GammasdPhiOutSigCone;
  std::vector<Float_t> GammasPtOutSigCone;
  reco::Candidate::LorentzVector pfGammaSum(0,0,0,0);
  reco::Candidate::LorentzVector pfChargedSum(0,0,0,0);
  
  for ( const auto & gamma : thePFTau.signalGammaCands() ) {
    float dR = deltaR(gamma->p4(), thePFTau.leadChargedHadrCand()->p4());
    float signalrad = std::max(0.05, std::min(0.10, 3.0/std::max(1.0, thePFTau.pt())));

    // pfGammas inside the tau signal cone
    if (dR < signalrad) {
      if ( thePFTau.leadChargedHadrCand().isNonnull() ) {
        GammasdEtaInSigCone.push_back(gamma->eta() - thePFTau.leadChargedHadrCand()->eta());
        GammasdPhiInSigCone.push_back(gamma->phi() - thePFTau.leadChargedHadrCand()->phi());
      }
      else {
        GammasdEtaInSigCone.push_back(gamma->eta() - thePFTau.eta());
        GammasdPhiInSigCone.push_back(gamma->phi() - thePFTau.phi());
      }
      GammasPtInSigCone.push_back(gamma->pt());
      pfGammaSum += gamma->p4();
    }
    // pfGammas outside the tau signal cone
    else {
      if ( thePFTau.leadChargedHadrCand().isNonnull() ) {
        GammasdEtaOutSigCone.push_back(gamma->eta() - thePFTau.leadChargedHadrCand()->eta());
        GammasdPhiOutSigCone.push_back(gamma->phi() - thePFTau.leadChargedHadrCand()->phi());
      } 
      else {
        GammasdEtaOutSigCone.push_back(gamma->eta() - thePFTau.eta());
        GammasdPhiOutSigCone.push_back(gamma->phi() - thePFTau.phi());
      }
      GammasPtOutSigCone.push_back(gamma->pt());
    }
  }
  
  for ( const auto & charged : thePFTau.signalChargedHadrCands() ) {
    float dR = deltaR(charged->p4(), thePFTau.leadChargedHadrCand()->p4());
    float signalrad = std::max(0.05, std::min(0.10, 3.0/std::max(1.0, thePFTau.pt())));
  
    // charged particles inside the tau signal cone
    if (dR < signalrad) {
        pfChargedSum += charged->p4();
    }
  }
  
  Int_t TauSignalPFGammaCandsIn = GammasPtInSigCone.size();
  Int_t TauSignalPFGammaCandsOut = GammasPtOutSigCone.size();
  Float_t TauVisMassIn = (pfGammaSum + pfChargedSum).mass();

  Float_t TauPhi = thePFTau.phi();
  float sumPhiTimesEnergy = 0.;
  float sumEnergyPhi = 0.;
  if ( !usePhiAtEcalEntranceExtrapolation_ ){
    for ( const auto & pfCandidate : signalPFCands ) {
      sumPhiTimesEnergy += pfCandidate->positionAtECALEntrance().phi()*pfCandidate->energy();
      sumEnergyPhi += pfCandidate->energy();
    }
  }
  else{
    TauPhi= -99.;
    for ( const auto & signalPFCand : signalPFCands ) {
      reco::Candidate const*  signalCand = signalPFCand.get();
      float phi = thePFTau.phi();
      math::XYZPoint aPos;
      if ( atECalEntrance(signalCand, aPos) == true ) phi = aPos.Phi();
      sumPhiTimesEnergy += phi*signalCand->energy();     
      sumEnergy += signalCand->energy();
    }
  }
  if ( sumEnergyPhi > 0. ) {
    TauPhi = sumPhiTimesEnergy/sumEnergyPhi;
  }
  Float_t TaudCrackPhi = dCrackPhi(TauPhi, TauEtaAtEcalEntrance);
  Float_t TaudCrackEta = dCrackEta(TauEtaAtEcalEntrance);
  Float_t TauHasGsf = thePFTau.leadPFChargedHadrCand()->gsfTrackRef().isNonnull();

  
  // === electron variables ===
  Float_t dummyElecEta = 9.9;

  return MVAValue(TauPt,
                  TauEtaAtEcalEntrance,
                  TauPhi,
                  TauLeadChargedPFCandPt,
                  TauLeadChargedPFCandEtaAtEcalEntrance,
                  TauEmFraction,
                  TauLeadPFChargedHadrHoP,
                  TauLeadPFChargedHadrEoP,
                  TauVisMassIn,
                  TaudCrackEta,
                  TaudCrackPhi,
                  TauHasGsf,
                  TauSignalPFGammaCandsIn,
                  TauSignalPFGammaCandsOut,
                  GammasdEtaInSigCone,
                  GammasdPhiInSigCone,
                  GammasPtInSigCone,
                  GammasdEtaOutSigCone,
                  GammasdPhiOutSigCone,
                  GammasPtOutSigCone,
                  dummyElecEta,
                  0.,
                  0.,
                  0.,
                  0.,
                  0.,
                  0.,
                  0.,
                  0.,
                  0.,
                  0.,
                  0.,
                  0.,
                  0.,
                  0.,
                  0.,
                  0.);
}

double AntiElectronIDMVA6::MVAValue	(	const pat::Tau &	theTau,
		const pat::Electron &	theEle
	)

Definition at line 897 of file AntiElectronIDMVA6.cc.

References funct::abs(), atECalEntrance(), pat::Electron::closestCtfTrackRef(), dCrackEta(), dCrackPhi(), reco::GsfElectron::deltaEtaSeedClusterTrackAtCalo(), reco::GsfElectron::deltaPhiSeedClusterTrackAtCalo(), boostedElectronIsolation_cff::deltaR, PFRecoTauDiscriminationAgainstElectronDeadECAL_cfi::dR, reco::GsfElectron::ecalEnergy(), pat::Tau::ecalEnergyLeadChargedHadrCand(), pat::Tau::emFraction_MVA(), reco::Candidate::energy(), reco::LeafCandidate::eta(), pat::Tau::etaAtEcalEntrance(), pat::Tau::etaAtEcalEntranceLeadChargedCand(), CustomPhysics_cfi::gamma, edm::Ptr< T >::get(), reco::Candidate::get(), pat::Electron::gsfTrack(), pat::Tau::hcalEnergyLeadChargedHadrCand(), edm::Ref< C, T, F >::isAvailable(), edm::Ptr< T >::isNonnull(), edm::Ref< C, T, F >::isNonnull(), pat::Tau::leadChargedHadrCand(), cmsBatch::log, ResonanceBuilder::mass, SiStripPI::max, min(), MVAValue(), pat::PackedCandidate::pdgId(), phi, reco::LeafCandidate::phi(), pat::Tau::phiAtEcalEntrance(), reco::LeafCandidate::pt(), pat::Tau::ptLeadChargedCand(), pat::Tau::signalCands(), pat::Tau::signalChargedHadrCands(), pat::Tau::signalGammaCands(), mathSSE::sqrt(), pat::Electron::superCluster(), reco::GsfElectron::trackMomentumAtVtx(), reco::GsfElectron::trackMomentumOut(), and usePhiAtEcalEntranceExtrapolation_.

{
  // === tau variables ===
  float TauEtaAtEcalEntrance = theTau.etaAtEcalEntrance();
  
  float TauLeadChargedPFCandEtaAtEcalEntrance = theTau.etaAtEcalEntranceLeadChargedCand();
  float TauLeadChargedPFCandPt = theTau.ptLeadChargedCand();

  Float_t TauPt = theTau.pt();
  //Float_t TauEmFraction = std::max(theTau.ecalEnergy()/(theTau.ecalEnergy()+theTau.hcalEnergy()), (Float_t)0.);
  Float_t TauEmFraction = std::max(theTau.emFraction_MVA(), (Float_t)0.);
  Float_t TauLeadPFChargedHadrHoP = 0.;
  Float_t TauLeadPFChargedHadrEoP = 0.;
  if ( theTau.leadChargedHadrCand()->p() > 0. ) {
    TauLeadPFChargedHadrHoP = theTau.hcalEnergyLeadChargedHadrCand()/theTau.leadChargedHadrCand()->p();
    TauLeadPFChargedHadrEoP = theTau.ecalEnergyLeadChargedHadrCand()/theTau.leadChargedHadrCand()->p();
  }

  std::vector<Float_t> GammasdEtaInSigCone;
  std::vector<Float_t> GammasdPhiInSigCone;
  std::vector<Float_t> GammasPtInSigCone;
  std::vector<Float_t> GammasdEtaOutSigCone;
  std::vector<Float_t> GammasdPhiOutSigCone;
  std::vector<Float_t> GammasPtOutSigCone;
  reco::Candidate::LorentzVector pfGammaSum(0,0,0,0);
  reco::Candidate::LorentzVector pfChargedSum(0,0,0,0);
  
  const reco::CandidatePtrVector signalGammaCands = theTau.signalGammaCands();
  for ( const auto & gamma : signalGammaCands ) {
    float dR = deltaR(gamma->p4(), theTau.leadChargedHadrCand()->p4());
    float signalrad = std::max(0.05, std::min(0.10, 3.0/std::max(1.0, theTau.pt())));

    // pfGammas inside the tau signal cone
    if (dR < signalrad) {
      if ( theTau.leadChargedHadrCand().isNonnull() ) {
        GammasdEtaInSigCone.push_back(gamma->eta() - theTau.leadChargedHadrCand()->eta());
        GammasdPhiInSigCone.push_back(gamma->phi() - theTau.leadChargedHadrCand()->phi());
    //A.-C. please check whether this change is safe against future trainings
        //GammasdPhiInSigCone.push_back(deltaPhi((*gamma)->phi(), theTau.leadChargedHadrCand()->phi()));
      }
      else {
        GammasdEtaInSigCone.push_back(gamma->eta() - theTau.eta());
        GammasdPhiInSigCone.push_back(gamma->phi() - theTau.phi());
    //A.-C. please check whether this change is safe against future trainings   
        //GammasdPhiInSigCone.push_back(deltaPhi(gamma->phi(), theTau.phi()));
      }
      GammasPtInSigCone.push_back(gamma->pt());
      pfGammaSum += gamma->p4();
    }
    // pfGammas outside the tau signal cone
    else {
      if ( theTau.leadChargedHadrCand().isNonnull() ) {
        GammasdEtaOutSigCone.push_back(gamma->eta() - theTau.leadChargedHadrCand()->eta());
        GammasdPhiOutSigCone.push_back(gamma->phi() - theTau.leadChargedHadrCand()->phi());
    //A.-C. please check whether this change is safe against future trainings       
        //GammasdPhiOutSigCone.push_back(deltaPhi(gamma->phi(), theTau.leadChargedHadrCand()->phi()));
      } 
      else {
        GammasdEtaOutSigCone.push_back(gamma->eta() - theTau.eta());
        GammasdPhiOutSigCone.push_back(gamma->phi() - theTau.phi());
    //A.-C. please chaekc whether this change is safe against future trainings      
        //GammasdPhiOutSigCone.push_back(deltaPhi(gamma->phi(), theTau.phi()));
      }
      GammasPtOutSigCone.push_back(gamma->pt());
    }
  }
  
  const reco::CandidatePtrVector signalChargedCands = theTau.signalChargedHadrCands();
  for ( const auto & charged : signalChargedCands ) {
    float dR = deltaR(charged->p4(), theTau.leadChargedHadrCand()->p4());
    float signalrad = std::max(0.05, std::min(0.10, 3.0/std::max(1.0, theTau.pt())));
  
    // charged particles inside the tau signal cone
    if (dR < signalrad) {
      pfChargedSum += charged->p4();
    }
  }
  
  Int_t TauSignalPFGammaCandsIn = GammasPtInSigCone.size();
  Int_t TauSignalPFGammaCandsOut = GammasPtOutSigCone.size();
  Float_t TauVisMassIn = (pfGammaSum + pfChargedSum).mass();
  Float_t TauPhi = -99.;
  if ( usePhiAtEcalEntranceExtrapolation_ ) {
    float sumPhiTimesEnergy = 0.;
    float sumEnergy = 0.;
    const reco::CandidatePtrVector signalCands = theTau.signalCands();
    for ( const auto & signalCandPtr : signalCands ) {
      reco::Candidate const* signalCand = signalCandPtr.get();
      float phi = theTau.phi();
      math::XYZPoint aPos;
      if ( atECalEntrance(signalCand, aPos) == true ) phi = aPos.Phi();
      sumPhiTimesEnergy += phi*signalCand->energy();      
      sumEnergy += signalCand->energy();
    }
    if ( sumEnergy > 0. ) {
      TauPhi = sumPhiTimesEnergy/sumEnergy;
    }
  }
  else {
    TauPhi = theTau.phiAtEcalEntrance();
  } 

  Float_t TaudCrackPhi = dCrackPhi(TauPhi, TauEtaAtEcalEntrance);
  Float_t TaudCrackEta = dCrackEta(TauEtaAtEcalEntrance); 
  
  Float_t TauHasGsf = 0;
  pat::PackedCandidate const* packedLeadTauCand = dynamic_cast<pat::PackedCandidate const*>(theTau.leadChargedHadrCand().get());
  if( abs(packedLeadTauCand->pdgId()) == 11 ) TauHasGsf = 1;
  
  // === electron variables ===
  Float_t ElecEta = theEle.eta();
  Float_t ElecPhi = theEle.phi();
                  
  //Variables related to the electron Cluster
  Float_t ElecEe = 0.;
  Float_t ElecEgamma = 0.;
  reco::SuperClusterRef pfSuperCluster = theEle.superCluster();
  if ( pfSuperCluster.isNonnull() && pfSuperCluster.isAvailable() ) {
    for ( reco::CaloCluster_iterator pfCluster = pfSuperCluster->clustersBegin(); pfCluster != pfSuperCluster->clustersEnd(); ++pfCluster ) {
      double pfClusterEn = (*pfCluster)->energy();
      if ( pfCluster == pfSuperCluster->clustersBegin() ) ElecEe += pfClusterEn;
      else ElecEgamma += pfClusterEn;
    }
  }
  
  Float_t ElecPin = std::sqrt(theEle.trackMomentumAtVtx().Mag2());
  Float_t ElecPout = std::sqrt(theEle.trackMomentumOut().Mag2());  
  Float_t ElecEtotOverPin = (ElecPin > 0.0) ? ((ElecEe + ElecEgamma)/ElecPin) : -0.1;
  Float_t ElecEecal = theEle.ecalEnergy();
  Float_t ElecDeltaEta = theEle.deltaEtaSeedClusterTrackAtCalo();
  Float_t ElecDeltaPhi = theEle.deltaPhiSeedClusterTrackAtCalo();
  Float_t ElecMvaInSigmaEtaEta = (theEle).mvaInput().sigmaEtaEta;
  Float_t ElecMvaInHadEnergy = (theEle).mvaInput().hadEnergy;
  Float_t ElecMvaInDeltaEta = (theEle).mvaInput().deltaEta;
  
  //Variables related to the GsfTrack
  Float_t ElecChi2NormGSF = -99.;
  Float_t ElecGSFNumHits = -99.;
  Float_t ElecGSFTrackResol = -99.;
  Float_t ElecGSFTracklnPt = -99.;
  if ( theEle.gsfTrack().isNonnull() ) {
    ElecChi2NormGSF = (theEle).gsfTrack()->normalizedChi2();
    ElecGSFNumHits = (theEle).gsfTrack()->numberOfValidHits();
    if ( theEle.gsfTrack()->pt() > 0. ) {
      ElecGSFTrackResol = theEle.gsfTrack()->ptError()/theEle.gsfTrack()->pt();
      ElecGSFTracklnPt = log(theEle.gsfTrack()->pt())*M_LN10;
    }
  }

  //Variables related to the CtfTrack
  Float_t ElecChi2NormKF = -99.;
  Float_t ElecKFNumHits = -99.;
  if ( theEle.closestCtfTrackRef().isNonnull() ) {
    ElecChi2NormKF = (theEle).closestCtfTrackRef()->normalizedChi2();
    ElecKFNumHits = (theEle).closestCtfTrackRef()->numberOfValidHits();
  }

  return MVAValue(TauPt,
                  TauEtaAtEcalEntrance,
                  TauPhi,
                  TauLeadChargedPFCandPt,
                  TauLeadChargedPFCandEtaAtEcalEntrance,
                  TauEmFraction,
                  TauLeadPFChargedHadrHoP,
                  TauLeadPFChargedHadrEoP,
                  TauVisMassIn,
                  TaudCrackEta,
                  TaudCrackPhi,
                  TauHasGsf,
                  TauSignalPFGammaCandsIn,
                  TauSignalPFGammaCandsOut,
                  GammasdEtaInSigCone,
                  GammasdPhiInSigCone,
                  GammasPtInSigCone,
                  GammasdEtaOutSigCone,
                  GammasdPhiOutSigCone,
                  GammasPtOutSigCone,
                  ElecEta,
                  ElecPhi,
                  ElecEtotOverPin,
                  ElecChi2NormGSF,
                  ElecChi2NormKF,
                  ElecGSFNumHits,
                  ElecKFNumHits,
                  ElecGSFTrackResol,
                  ElecGSFTracklnPt,
                  ElecPin,
                  ElecPout,
                  ElecEecal,
                  ElecDeltaEta,
                  ElecDeltaPhi,
                  ElecMvaInSigmaEtaEta,
                  ElecMvaInHadEnergy,
                  ElecMvaInDeltaEta);
}

double AntiElectronIDMVA6::MVAValue

(

const pat::Tau &

theTau

)

Definition at line 1093 of file AntiElectronIDMVA6.cc.

References funct::abs(), atECalEntrance(), dCrackEta(), dCrackPhi(), boostedElectronIsolation_cff::deltaR, PFRecoTauDiscriminationAgainstElectronDeadECAL_cfi::dR, pat::Tau::ecalEnergyLeadChargedHadrCand(), pat::Tau::emFraction_MVA(), reco::Candidate::energy(), reco::LeafCandidate::eta(), pat::Tau::etaAtEcalEntrance(), pat::Tau::etaAtEcalEntranceLeadChargedCand(), CustomPhysics_cfi::gamma, edm::Ptr< T >::get(), reco::Candidate::get(), pat::Tau::hcalEnergyLeadChargedHadrCand(), edm::Ptr< T >::isNonnull(), pat::Tau::leadChargedHadrCand(), ResonanceBuilder::mass, SiStripPI::max, min(), MVAValue(), pat::PackedCandidate::pdgId(), phi, reco::LeafCandidate::phi(), pat::Tau::phiAtEcalEntrance(), reco::LeafCandidate::pt(), pat::Tau::ptLeadChargedCand(), pat::Tau::signalCands(), pat::Tau::signalChargedHadrCands(), pat::Tau::signalGammaCands(), and usePhiAtEcalEntranceExtrapolation_.

{
  // === tau variables ===
  float TauEtaAtEcalEntrance = theTau.etaAtEcalEntrance();
  
  float TauLeadChargedPFCandEtaAtEcalEntrance = theTau.etaAtEcalEntranceLeadChargedCand();
  float TauLeadChargedPFCandPt = theTau.ptLeadChargedCand();

  Float_t TauPt = theTau.pt();
  //Float_t TauEmFraction = std::max(theTau.ecalEnergy()/(theTau.ecalEnergy()+theTau.hcalEnergy()), (Float_t)0.);
  Float_t TauEmFraction = std::max(theTau.emFraction_MVA(), (Float_t)0.);
  Float_t TauLeadPFChargedHadrHoP = 0.;
  Float_t TauLeadPFChargedHadrEoP = 0.;
  if ( theTau.leadChargedHadrCand()->p() > 0. ) {
    TauLeadPFChargedHadrHoP = theTau.hcalEnergyLeadChargedHadrCand()/theTau.leadChargedHadrCand()->p();
    TauLeadPFChargedHadrEoP = theTau.ecalEnergyLeadChargedHadrCand()/theTau.leadChargedHadrCand()->p();
  }

  std::vector<Float_t> GammasdEtaInSigCone;
  std::vector<Float_t> GammasdPhiInSigCone;
  std::vector<Float_t> GammasPtInSigCone;
  std::vector<Float_t> GammasdEtaOutSigCone;
  std::vector<Float_t> GammasdPhiOutSigCone;
  std::vector<Float_t> GammasPtOutSigCone;
  reco::Candidate::LorentzVector pfGammaSum(0,0,0,0);
  reco::Candidate::LorentzVector pfChargedSum(0,0,0,0);
  
  const reco::CandidatePtrVector signalGammaCands = theTau.signalGammaCands();
  for ( const auto & gamma : signalGammaCands ) {
    float dR = deltaR(gamma->p4(), theTau.leadChargedHadrCand()->p4());
    float signalrad = std::max(0.05, std::min(0.10, 3.0/std::max(1.0, theTau.pt())));

    // pfGammas inside the tau signal cone
    if (dR < signalrad) {
      if ( theTau.leadChargedHadrCand().isNonnull() ) {
        GammasdEtaInSigCone.push_back(gamma->eta() - theTau.leadChargedHadrCand()->eta());
        GammasdPhiInSigCone.push_back(gamma->phi() - theTau.leadChargedHadrCand()->phi());
      }
      else {
        GammasdEtaInSigCone.push_back(gamma->eta() - theTau.eta());
        GammasdPhiInSigCone.push_back(gamma->phi() - theTau.phi());
      }
      GammasPtInSigCone.push_back(gamma->pt());
      pfGammaSum += gamma->p4();
    }
    // pfGammas outside the tau signal cone
    else {
      if ( theTau.leadChargedHadrCand().isNonnull() ) {
        GammasdEtaOutSigCone.push_back(gamma->eta() - theTau.leadChargedHadrCand()->eta());
        GammasdPhiOutSigCone.push_back(gamma->phi() - theTau.leadChargedHadrCand()->phi());
      } 
      else {
        GammasdEtaOutSigCone.push_back(gamma->eta() - theTau.eta());
        GammasdPhiOutSigCone.push_back(gamma->phi() - theTau.phi());
      }
      GammasPtOutSigCone.push_back(gamma->pt());
    }
  }
  
  const reco::CandidatePtrVector signalChargedCands = theTau.signalChargedHadrCands();
  for ( const auto & charged : signalChargedCands ) {
    float dR = deltaR(charged->p4(), theTau.leadChargedHadrCand()->p4());
    float signalrad = std::max(0.05, std::min(0.10, 3.0/std::max(1.0, theTau.pt())));
  
    // charged particles inside the tau signal cone
    if (dR < signalrad) {
        pfChargedSum += charged->p4();
    }
  }
  
  Int_t TauSignalPFGammaCandsIn = GammasPtInSigCone.size();
  Int_t TauSignalPFGammaCandsOut = GammasPtOutSigCone.size();
  Float_t TauVisMassIn = (pfGammaSum + pfChargedSum).mass();
  Float_t TauPhi = -99.;
  if ( usePhiAtEcalEntranceExtrapolation_ ) {
    float sumPhiTimesEnergy = 0.;
    float sumEnergy = 0.;
    const reco::CandidatePtrVector signalCands = theTau.signalCands();
    for ( const auto & signalCandPtr : signalCands ) {
      reco::Candidate const* signalCand = signalCandPtr.get();
      float phi = theTau.phi();
      math::XYZPoint aPos;
      if ( atECalEntrance(signalCand, aPos) == true ) phi = aPos.Phi();
      sumPhiTimesEnergy += phi*signalCand->energy();      
      sumEnergy += signalCand->energy();
    }
    if ( sumEnergy > 0. ) {
      TauPhi = sumPhiTimesEnergy/sumEnergy;
    }
  }
  else {
    TauPhi = theTau.phiAtEcalEntrance();
  } 

  Float_t TaudCrackPhi = dCrackPhi(TauPhi, TauEtaAtEcalEntrance);
  Float_t TaudCrackEta = dCrackEta(TauEtaAtEcalEntrance); 
  
  Float_t TauHasGsf = 0;
  pat::PackedCandidate const* packedLeadTauCand = dynamic_cast<pat::PackedCandidate const*>(theTau.leadChargedHadrCand().get());
  //const reco::Track & pseudoTrack = packedLeadTauCand->pseudoTrack();
  if( abs(packedLeadTauCand->pdgId()) == 11 ) TauHasGsf = 1;
  
  // === electron variables ===
  Float_t dummyElecEta = 9.9;

  return MVAValue(TauPt,
                  TauEtaAtEcalEntrance,
                  TauPhi,
                  TauLeadChargedPFCandPt,
                  TauLeadChargedPFCandEtaAtEcalEntrance,
                  TauEmFraction,
                  TauLeadPFChargedHadrHoP,
                  TauLeadPFChargedHadrEoP,
                  TauVisMassIn,
                  TaudCrackEta,
                  TaudCrackPhi,
                  TauHasGsf,
                  TauSignalPFGammaCandsIn,
                  TauSignalPFGammaCandsOut,
                  GammasdEtaInSigCone,
                  GammasdPhiInSigCone,
                  GammasPtInSigCone,
                  GammasdEtaOutSigCone,
                  GammasdPhiOutSigCone,
                  GammasPtOutSigCone,
                  dummyElecEta,
                  0.,
                  0.,
                  0.,
                  0.,
                  0.,
                  0.,
                  0.,
                  0.,
                  0.,
                  0.,
                  0.,
                  0.,
                  0.,
                  0.,
                  0.,
                  0.);
}

Member Data Documentation

double AntiElectronIDMVA6::bField_

private

Definition at line 178 of file AntiElectronIDMVA6.h.

Referenced by AntiElectronIDMVA6(), atECalEntrance(), and beginEvent().

edm::FileInPath AntiElectronIDMVA6::inputFileName_

private

Definition at line 145 of file AntiElectronIDMVA6.h.

Referenced by AntiElectronIDMVA6(), and beginEvent().

std::vector<TFile*> AntiElectronIDMVA6::inputFilesToDelete_

private

Definition at line 176 of file AntiElectronIDMVA6.h.

Referenced by beginEvent(), and ~AntiElectronIDMVA6().

bool AntiElectronIDMVA6::isInitialized_

private

Definition at line 143 of file AntiElectronIDMVA6.h.

Referenced by beginEvent(), and MVAValue().

bool AntiElectronIDMVA6::loadMVAfromDB_

private

Definition at line 144 of file AntiElectronIDMVA6.h.

Referenced by AntiElectronIDMVA6(), beginEvent(), and ~AntiElectronIDMVA6().

const GBRForest* AntiElectronIDMVA6::mva_NoEleMatch_wGwoGSF_BL_

private

Definition at line 168 of file AntiElectronIDMVA6.h.

Referenced by beginEvent(), MVAValue(), and ~AntiElectronIDMVA6().

const GBRForest* AntiElectronIDMVA6::mva_NoEleMatch_wGwoGSF_EC_

private

Definition at line 172 of file AntiElectronIDMVA6.h.

Referenced by beginEvent(), MVAValue(), and ~AntiElectronIDMVA6().

const GBRForest* AntiElectronIDMVA6::mva_NoEleMatch_woGwoGSF_BL_

private

Definition at line 167 of file AntiElectronIDMVA6.h.

Referenced by beginEvent(), MVAValue(), and ~AntiElectronIDMVA6().

const GBRForest* AntiElectronIDMVA6::mva_NoEleMatch_woGwoGSF_EC_

private

Definition at line 171 of file AntiElectronIDMVA6.h.

Referenced by beginEvent(), MVAValue(), and ~AntiElectronIDMVA6().

const GBRForest* AntiElectronIDMVA6::mva_wGwGSF_BL_

private

Definition at line 170 of file AntiElectronIDMVA6.h.

Referenced by beginEvent(), MVAValue(), and ~AntiElectronIDMVA6().

const GBRForest* AntiElectronIDMVA6::mva_wGwGSF_EC_

private

Definition at line 174 of file AntiElectronIDMVA6.h.

Referenced by beginEvent(), MVAValue(), and ~AntiElectronIDMVA6().

const GBRForest* AntiElectronIDMVA6::mva_woGwGSF_BL_

private

Definition at line 169 of file AntiElectronIDMVA6.h.

Referenced by beginEvent(), MVAValue(), and ~AntiElectronIDMVA6().

const GBRForest* AntiElectronIDMVA6::mva_woGwGSF_EC_

private

Definition at line 173 of file AntiElectronIDMVA6.h.

Referenced by beginEvent(), MVAValue(), and ~AntiElectronIDMVA6().

std::string AntiElectronIDMVA6::mvaName_NoEleMatch_wGwoGSF_BL_

private

Definition at line 148 of file AntiElectronIDMVA6.h.

Referenced by AntiElectronIDMVA6(), and beginEvent().

std::string AntiElectronIDMVA6::mvaName_NoEleMatch_wGwoGSF_EC_

private

Definition at line 152 of file AntiElectronIDMVA6.h.

Referenced by AntiElectronIDMVA6(), and beginEvent().

std::string AntiElectronIDMVA6::mvaName_NoEleMatch_woGwoGSF_BL_

private

Definition at line 147 of file AntiElectronIDMVA6.h.

Referenced by AntiElectronIDMVA6(), and beginEvent().

std::string AntiElectronIDMVA6::mvaName_NoEleMatch_woGwoGSF_EC_

private

Definition at line 151 of file AntiElectronIDMVA6.h.

Referenced by AntiElectronIDMVA6(), and beginEvent().

std::string AntiElectronIDMVA6::mvaName_wGwGSF_BL_

private

Definition at line 150 of file AntiElectronIDMVA6.h.

Referenced by AntiElectronIDMVA6(), and beginEvent().

std::string AntiElectronIDMVA6::mvaName_wGwGSF_EC_

private

Definition at line 154 of file AntiElectronIDMVA6.h.

Referenced by AntiElectronIDMVA6(), and beginEvent().

std::string AntiElectronIDMVA6::mvaName_woGwGSF_BL_

private

Definition at line 149 of file AntiElectronIDMVA6.h.

Referenced by AntiElectronIDMVA6(), and beginEvent().

std::string AntiElectronIDMVA6::mvaName_woGwGSF_EC_

private

Definition at line 153 of file AntiElectronIDMVA6.h.

Referenced by AntiElectronIDMVA6(), and beginEvent().

bool AntiElectronIDMVA6::usePhiAtEcalEntranceExtrapolation_

private

Definition at line 156 of file AntiElectronIDMVA6.h.

Referenced by AntiElectronIDMVA6(), and MVAValue().

Float_t* AntiElectronIDMVA6::Var_NoEleMatch_wGwoGSF_Barrel_

private

Definition at line 159 of file AntiElectronIDMVA6.h.

Referenced by AntiElectronIDMVA6(), MVAValue(), and ~AntiElectronIDMVA6().

Float_t* AntiElectronIDMVA6::Var_NoEleMatch_wGwoGSF_Endcap_

private

Definition at line 163 of file AntiElectronIDMVA6.h.

Referenced by AntiElectronIDMVA6(), MVAValue(), and ~AntiElectronIDMVA6().

Float_t* AntiElectronIDMVA6::Var_NoEleMatch_woGwoGSF_Barrel_

private

Definition at line 158 of file AntiElectronIDMVA6.h.

Referenced by AntiElectronIDMVA6(), MVAValue(), and ~AntiElectronIDMVA6().

Float_t* AntiElectronIDMVA6::Var_NoEleMatch_woGwoGSF_Endcap_

private

Definition at line 162 of file AntiElectronIDMVA6.h.

Referenced by AntiElectronIDMVA6(), MVAValue(), and ~AntiElectronIDMVA6().

Float_t* AntiElectronIDMVA6::Var_wGwGSF_Barrel_

private

Definition at line 161 of file AntiElectronIDMVA6.h.

Referenced by AntiElectronIDMVA6(), MVAValue(), and ~AntiElectronIDMVA6().

Float_t* AntiElectronIDMVA6::Var_wGwGSF_Endcap_

private

Definition at line 165 of file AntiElectronIDMVA6.h.

Referenced by AntiElectronIDMVA6(), MVAValue(), and ~AntiElectronIDMVA6().

Float_t* AntiElectronIDMVA6::Var_woGwGSF_Barrel_

private

Definition at line 160 of file AntiElectronIDMVA6.h.

Referenced by AntiElectronIDMVA6(), MVAValue(), and ~AntiElectronIDMVA6().

Float_t* AntiElectronIDMVA6::Var_woGwGSF_Endcap_

private

Definition at line 164 of file AntiElectronIDMVA6.h.

Referenced by AntiElectronIDMVA6(), MVAValue(), and ~AntiElectronIDMVA6().

int AntiElectronIDMVA6::verbosity_

private

Definition at line 179 of file AntiElectronIDMVA6.h.

Referenced by AntiElectronIDMVA6().