Inheritance diagram for reco::tau::PFRecoTauDiscriminationByMVAIsolationRun2:

Public Member Functions
void	beginEvent (const edm::Event &, const edm::EventSetup &) override

reco::SingleTauDiscriminatorContainer	discriminate (const PFTauRef &) const override

	PFRecoTauDiscriminationByMVAIsolationRun2 (const edm::ParameterSet &cfg)

	~PFRecoTauDiscriminationByMVAIsolationRun2 () override

Public Member Functions inherited from TauDiscriminationProducerBase< TauType, TauDiscriminator, TauDiscriminatorDataType, ConsumeType >
virtual TauDiscriminatorDataType	discriminate (const TauRef &tau) const =0

virtual void	endEvent (edm::Event &)

void	produce (edm::Event &, const edm::EventSetup &) override

	TauDiscriminationProducerBase (const edm::ParameterSet &iConfig)

	TauDiscriminationProducerBase ()

	~TauDiscriminationProducerBase () override

Public Member Functions inherited from edm::stream::EDProducer<>
	EDProducer ()=default

	EDProducer (const EDProducer &)=delete

bool	hasAbilityToProduceInBeginLumis () const final

bool	hasAbilityToProduceInBeginProcessBlocks () const final

bool	hasAbilityToProduceInBeginRuns () const final

bool	hasAbilityToProduceInEndLumis () const final

bool	hasAbilityToProduceInEndProcessBlocks () const final

bool	hasAbilityToProduceInEndRuns () const final

const EDProducer &	operator= (const EDProducer &)=delete

Static Public Member Functions
static void	fillDescriptions (edm::ConfigurationDescriptions &descriptions)

Static Public Member Functions inherited from TauDiscriminationProducerBase< TauType, TauDiscriminator, TauDiscriminatorDataType, ConsumeType >
static void	fillProducerDescriptions (edm::ParameterSetDescription &desc)

static std::string	getTauTypeString ()
	helper method to retrieve tau type name, e.g. to build correct cfi getter More...

Private Types
typedef edm::AssociationVector< reco::PFTauRefProd, std::vector< reco::PFTauTransverseImpactParameterRef > >	PFTauTIPAssociationByRef

Private Attributes
edm::Handle< reco::TauDiscriminatorContainer >	basicTauDiscriminators_

edm::EDGetTokenT< reco::TauDiscriminatorContainer >	basicTauDiscriminators_token

int	chargedIsoPtSum_index_ = 0

int	footprintCorrection_index_ = 0

std::string	input_id_name_suffix_

edm::FileInPath	inputFileName_

std::vector< TFile * >	inputFilesToDelete_

bool	loadMVAfromDB_

std::string	moduleLabel_

float *	mvaInput_

std::string	mvaName_

int	mvaOpt_

const GBRForest *	mvaReader_

edm::ESGetToken< GBRForest, GBRWrapperRcd >	mvaToken_

int	neutralIsoPtSum_index_ = 0

edm::ProcessHistoryID	phID_

int	photonPtSumOutsideSignalCone_index_ = 0

int	pucorrPtSum_index_ = 0

edm::Handle< PFTauTIPAssociationByRef >	tauLifetimeInfos

edm::Handle< TauCollection >	taus_

edm::EDGetTokenT< PFTauTIPAssociationByRef >	TauTransverseImpactParameters_token

int	verbosity_

Additional Inherited Members
Public Types inherited from TauDiscriminationProducerBase< TauType, TauDiscriminator, TauDiscriminatorDataType, ConsumeType >
typedef std::vector< TauType >	TauCollection

typedef edm::Ref< TauCollection >	TauRef

typedef edm::RefProd< TauCollection >	TauRefProd

Public Types inherited from edm::stream::EDProducer<>
using	CacheTypes = CacheContexts< T... >

using	GlobalCache = typename CacheTypes::GlobalCache

using	HasAbility = AbilityChecker< T... >

using	InputProcessBlockCache = typename CacheTypes::InputProcessBlockCache

using	LuminosityBlockCache = typename CacheTypes::LuminosityBlockCache

using	LuminosityBlockContext = LuminosityBlockContextT< LuminosityBlockCache, RunCache, GlobalCache >

using	LuminosityBlockSummaryCache = typename CacheTypes::LuminosityBlockSummaryCache

using	RunCache = typename CacheTypes::RunCache

using	RunContext = RunContextT< RunCache, GlobalCache >

using	RunSummaryCache = typename CacheTypes::RunSummaryCache

Protected Attributes inherited from TauDiscriminationProducerBase< TauType, TauDiscriminator, TauDiscriminatorDataType, ConsumeType >
std::string	moduleLabel_

double	prediscriminantFailValue_

edm::EDGetTokenT< TauCollection >	Tau_token

size_t	tauIndex_

edm::InputTag	TauProducer_

Detailed Description

Definition at line 67 of file PFRecoTauDiscriminationByMVAIsolationRun2.cc.

Member Typedef Documentation

◆ PFTauTIPAssociationByRef

typedef edm::AssociationVector<reco::PFTauRefProd, std::vector<reco::PFTauTransverseImpactParameterRef> > reco::tau::PFRecoTauDiscriminationByMVAIsolationRun2::PFTauTIPAssociationByRef

private

Definition at line 153 of file PFRecoTauDiscriminationByMVAIsolationRun2.cc.

Constructor & Destructor Documentation

◆ PFRecoTauDiscriminationByMVAIsolationRun2()

reco::tau::PFRecoTauDiscriminationByMVAIsolationRun2::PFRecoTauDiscriminationByMVAIsolationRun2 ( const edm::ParameterSet & cfg )

inlineexplicit

Definition at line 69 of file PFRecoTauDiscriminationByMVAIsolationRun2.cc.

References cms::cuda::assert(), basicTauDiscriminators_token, looper::cfg, deDxTools::esConsumes(), Exception, input_id_name_suffix_, inputFileName_, reco::tau::kDBnewDMwLT, reco::tau::kDBnewDMwLTwGJ, reco::tau::kDBoldDMwLT, reco::tau::kDBoldDMwLTwGJ, reco::tau::kNewDMwLT, reco::tau::kNewDMwoLT, reco::tau::kOldDMwLT, reco::tau::kOldDMwoLT, reco::tau::kPWnewDMwLT, reco::tau::kPWoldDMwLT, loadMVAfromDB_, mvaInput_, mvaName_, mvaOpt_, mvaToken_, AlCaHLTBitMon_QueryRunRegistry::string, TauTransverseImpactParameters_token, and verbosity_.

           : PFTauDiscriminationContainerProducerBase(cfg),
             moduleLabel_(cfg.getParameter<std::string>("@module_label")),
             mvaReader_(nullptr),
             mvaInput_(nullptr) {
         mvaName_ = cfg.getParameter<std::string>("mvaName");
         loadMVAfromDB_ = cfg.getParameter<bool>("loadMVAfromDB");
         if (!loadMVAfromDB_) {
           inputFileName_ = cfg.getParameter<edm::FileInPath>("inputFileName");
         } else {
           mvaToken_ = esConsumes(edm::ESInputTag{"", mvaName_});
         }
         std::string mvaOpt_string = cfg.getParameter<std::string>("mvaOpt");
         if (mvaOpt_string == "oldDMwoLT")
           mvaOpt_ = kOldDMwoLT;
         else if (mvaOpt_string == "oldDMwLT")
           mvaOpt_ = kOldDMwLT;
         else if (mvaOpt_string == "newDMwoLT")
           mvaOpt_ = kNewDMwoLT;
         else if (mvaOpt_string == "newDMwLT")
           mvaOpt_ = kNewDMwLT;
         else if (mvaOpt_string == "DBoldDMwLT")
           mvaOpt_ = kDBoldDMwLT;
         else if (mvaOpt_string == "DBnewDMwLT")
           mvaOpt_ = kDBnewDMwLT;
         else if (mvaOpt_string == "PWoldDMwLT")
           mvaOpt_ = kPWoldDMwLT;
         else if (mvaOpt_string == "PWnewDMwLT")
           mvaOpt_ = kPWnewDMwLT;
         else if (mvaOpt_string == "DBoldDMwLTwGJ")
           mvaOpt_ = kDBoldDMwLTwGJ;
         else if (mvaOpt_string == "DBnewDMwLTwGJ")
           mvaOpt_ = kDBnewDMwLTwGJ;
         else
           throw cms::Exception("PFRecoTauDiscriminationByMVAIsolationRun2")
               << " Invalid Configuration Parameter 'mvaOpt' = " << mvaOpt_string << " !!\n";
 
         if (mvaOpt_ == kOldDMwoLT || mvaOpt_ == kNewDMwoLT)
           mvaInput_ = new float[6];
         else if (mvaOpt_ == kOldDMwLT || mvaOpt_ == kNewDMwLT)
           mvaInput_ = new float[12];
         else if (mvaOpt_ == kDBoldDMwLT || mvaOpt_ == kDBnewDMwLT || mvaOpt_ == kPWoldDMwLT || mvaOpt_ == kPWnewDMwLT ||
                  mvaOpt_ == kDBoldDMwLTwGJ || mvaOpt_ == kDBnewDMwLTwGJ)
           mvaInput_ = new float[23];
         else
           assert(0);
 
         TauTransverseImpactParameters_token =
             consumes<PFTauTIPAssociationByRef>(cfg.getParameter<edm::InputTag>("srcTauTransverseImpactParameters"));
 
         basicTauDiscriminators_token =
             consumes<reco::TauDiscriminatorContainer>(cfg.getParameter<edm::InputTag>("srcBasicTauDiscriminators"));
         input_id_name_suffix_ = cfg.getParameter<std::string>("inputIDNameSuffix");
 
         verbosity_ = cfg.getParameter<int>("verbosity");
       }

◆ ~PFRecoTauDiscriminationByMVAIsolationRun2()

reco::tau::PFRecoTauDiscriminationByMVAIsolationRun2::~PFRecoTauDiscriminationByMVAIsolationRun2 ( )

inlineoverride

Definition at line 130 of file PFRecoTauDiscriminationByMVAIsolationRun2.cc.

References inputFilesToDelete_, ALPAKA_ACCELERATOR_NAMESPACE::vertexFinder::it, loadMVAfromDB_, mvaInput_, and mvaReader_.

                                                             {
         if (!loadMVAfromDB_)
           delete mvaReader_;
         delete[] mvaInput_;
         for (std::vector<TFile*>::iterator it = inputFilesToDelete_.begin(); it != inputFilesToDelete_.end(); ++it) {
           delete (*it);
         }
       }

Member Function Documentation

◆ beginEvent()

void reco::tau::PFRecoTauDiscriminationByMVAIsolationRun2::beginEvent	(	const edm::Event &	evt,
		const edm::EventSetup &	es
	)

overridevirtual

Reimplemented from TauDiscriminationProducerBase< TauType, TauDiscriminator, TauDiscriminatorDataType, ConsumeType >.

Definition at line 174 of file PFRecoTauDiscriminationByMVAIsolationRun2.cc.

References basicTauDiscriminators_, basicTauDiscriminators_token, chargedIsoPtSum_index_, footprintCorrection_index_, edm::Event::getByToken(), edm::EventSetup::getData(), mps_fire::i, input_id_name_suffix_, inputFileName_, inputFilesToDelete_, loadMVAfromDB_, mvaName_, mvaReader_, mvaToken_, neutralIsoPtSum_index_, edm::parameterSet(), phID_, photonPtSumOutsideSignalCone_index_, edm::Event::processHistory(), edm::Event::processHistoryID(), pucorrPtSum_index_, edm::Provenance::stable(), TauDiscriminationProducerBase< TauType, TauDiscriminator, TauDiscriminatorDataType, ConsumeType >::Tau_token, tauLifetimeInfos, taus_, TauTransverseImpactParameters_token, and parallelization::uint.

                                                                                                            {
       if (!mvaReader_) {
         if (loadMVAfromDB_) {
           mvaReader_ = &es.getData(mvaToken_);
         } else {
           mvaReader_ = loadMVAfromFile(inputFileName_, mvaName_, inputFilesToDelete_);
         }
       }
 
       evt.getByToken(TauTransverseImpactParameters_token, tauLifetimeInfos);
 
       evt.getByToken(basicTauDiscriminators_token, basicTauDiscriminators_);
 
       evt.getByToken(Tau_token, taus_);
 
       // load indices from input provenance config if process history changed, in particular for the first event
       // skip missing IDs and leave treatment to produce/discriminate function
       if (evt.processHistoryID() != phID_ && basicTauDiscriminators_.isValid()) {
         phID_ = evt.processHistoryID();
         const edm::Provenance* prov = basicTauDiscriminators_.provenance();
         const std::vector<edm::ParameterSet> psetsFromProvenance =
             edm::parameterSet(prov->stable(), evt.processHistory())
                 .getParameter<std::vector<edm::ParameterSet>>("IDdefinitions");
         for (uint i = 0; i < psetsFromProvenance.size(); i++) {
           if (psetsFromProvenance[i].getParameter<std::string>("IDname") == "ChargedIsoPtSum" + input_id_name_suffix_)
             chargedIsoPtSum_index_ = i;
           else if (psetsFromProvenance[i].getParameter<std::string>("IDname") ==
                    "NeutralIsoPtSum" + input_id_name_suffix_)
             neutralIsoPtSum_index_ = i;
           else if (psetsFromProvenance[i].getParameter<std::string>("IDname") == "PUcorrPtSum" + input_id_name_suffix_)
             pucorrPtSum_index_ = i;
           else if (psetsFromProvenance[i].getParameter<std::string>("IDname") ==
                    "PhotonPtSumOutsideSignalCone" + input_id_name_suffix_)
             photonPtSumOutsideSignalCone_index_ = i;
           else if (psetsFromProvenance[i].getParameter<std::string>("IDname") ==
                    "TauFootprintCorrection" + input_id_name_suffix_)
             footprintCorrection_index_ = i;
         }
       }
     }

◆ discriminate()

reco::SingleTauDiscriminatorContainer reco::tau::PFRecoTauDiscriminationByMVAIsolationRun2::discriminate ( const PFTauRef & tau ) const

override

Definition at line 215 of file PFRecoTauDiscriminationByMVAIsolationRun2.cc.

References funct::abs(), chargedIsoPtSum_index_, reco::PFTauTransverseImpactParameter::dxy(), reco::PFTauTransverseImpactParameter::dxy_Sig(), MillePedeFileConverter_cfg::e, reco::tau::eratio(), f, reco::PFTauTransverseImpactParameter::flightLength(), reco::PFTauTransverseImpactParameter::flightLengthSig(), nano_mu_digi_cff::float, footprintCorrection_index_, GBRForest::GetClassifier(), reco::PFTauTransverseImpactParameter::hasSecondaryVertex(), reco::PFTauTransverseImpactParameter::ip3d(), reco::PFTauTransverseImpactParameter::ip3d_Sig(), reco::tau::kDBnewDMwLT, reco::tau::kDBnewDMwLTwGJ, reco::tau::kDBoldDMwLT, reco::tau::kDBoldDMwLTwGJ, reco::tau::kNewDMwLT, reco::tau::kNewDMwoLT, reco::tau::kOldDMwLT, reco::tau::kOldDMwoLT, reco::tau::kPWnewDMwLT, reco::tau::kPWoldDMwLT, reco::tau::lead_track_chi2(), dqm-mbProfile::log, SiStripPI::max, SiStripPI::min, mvaInput_, mvaOpt_, mvaReader_, reco::tau::n_photons_total(), neutralIsoPtSum_index_, l1ctLayer1_cff::nPhoton, photonPtSumOutsideSignalCone_index_, funct::pow(), reco::tau::pt_weighted_deta_strip(), reco::tau::pt_weighted_dphi_strip(), reco::tau::pt_weighted_dr_iso(), reco::tau::pt_weighted_dr_signal(), pucorrPtSum_index_, PDWG_TauSkim_cff::rawValues, mps_fire::result, mathSSE::sqrt(), metsig::tau, and verbosity_.

                                    {
       reco::SingleTauDiscriminatorContainer result;
       result.rawValues = {-1.};
 
       // CV: computation of MVA value requires presence of leading charged hadron
       if (tau->leadChargedHadrCand().isNull())
         return 0.;
 
       int tauDecayMode = tau->decayMode();
 
       if (((mvaOpt_ == kOldDMwoLT || mvaOpt_ == kOldDMwLT || mvaOpt_ == kDBoldDMwLT || mvaOpt_ == kPWoldDMwLT ||
             mvaOpt_ == kDBoldDMwLTwGJ) &&
            (tauDecayMode == 0 || tauDecayMode == 1 || tauDecayMode == 2 || tauDecayMode == 10)) ||
           ((mvaOpt_ == kNewDMwoLT || mvaOpt_ == kNewDMwLT || mvaOpt_ == kDBnewDMwLT || mvaOpt_ == kPWnewDMwLT ||
             mvaOpt_ == kDBnewDMwLTwGJ) &&
            (tauDecayMode == 0 || tauDecayMode == 1 || tauDecayMode == 2 || tauDecayMode == 5 || tauDecayMode == 6 ||
             tauDecayMode == 10 || tauDecayMode == 11))) {
         auto const rawValues = (*basicTauDiscriminators_)[tau].rawValues;
         float chargedIsoPtSum = rawValues.at(chargedIsoPtSum_index_);
         float neutralIsoPtSum = rawValues.at(neutralIsoPtSum_index_);
         float puCorrPtSum = rawValues.at(pucorrPtSum_index_);
         float photonPtSumOutsideSignalCone = rawValues.at(photonPtSumOutsideSignalCone_index_);
         float footprintCorrection = rawValues.at(footprintCorrection_index_);
 
         const reco::PFTauTransverseImpactParameter& tauLifetimeInfo = *(*tauLifetimeInfos)[tau];
 
         float decayDistX = tauLifetimeInfo.flightLength().x();
         float decayDistY = tauLifetimeInfo.flightLength().y();
         float decayDistZ = tauLifetimeInfo.flightLength().z();
         float decayDistMag = std::sqrt(decayDistX * decayDistX + decayDistY * decayDistY + decayDistZ * decayDistZ);
 
         float nPhoton = (float)reco::tau::n_photons_total(*tau);
         float ptWeightedDetaStrip = reco::tau::pt_weighted_deta_strip(*tau, tauDecayMode);
         float ptWeightedDphiStrip = reco::tau::pt_weighted_dphi_strip(*tau, tauDecayMode);
         float ptWeightedDrSignal = reco::tau::pt_weighted_dr_signal(*tau, tauDecayMode);
         float ptWeightedDrIsolation = reco::tau::pt_weighted_dr_iso(*tau, tauDecayMode);
         float leadingTrackChi2 = reco::tau::lead_track_chi2(*tau);
         float eRatio = reco::tau::eratio(*tau);
 
         // Difference between measured and maximally allowed Gottfried-Jackson angle
         float gjAngleDiff = -999;
         if (tauDecayMode == 10) {
           double mTau = 1.77682;
           double mAOne = tau->p4().M();
           double pAOneMag = tau->p();
           double argumentThetaGJmax = (std::pow(mTau, 2) - std::pow(mAOne, 2)) / (2 * mTau * pAOneMag);
           double argumentThetaGJmeasured =
               (tau->p4().px() * decayDistX + tau->p4().py() * decayDistY + tau->p4().pz() * decayDistZ) /
               (pAOneMag * decayDistMag);
           if (std::abs(argumentThetaGJmax) <= 1. && std::abs(argumentThetaGJmeasured) <= 1.) {
             double thetaGJmax = std::asin(argumentThetaGJmax);
             double thetaGJmeasured = std::acos(argumentThetaGJmeasured);
             gjAngleDiff = thetaGJmeasured - thetaGJmax;
           }
         }
 
         if (mvaOpt_ == kOldDMwoLT || mvaOpt_ == kNewDMwoLT) {
           mvaInput_[0] = std::log(std::max(1.f, (float)tau->pt()));
           mvaInput_[1] = std::abs((float)tau->eta());
           mvaInput_[2] = std::log(std::max(1.e-2f, chargedIsoPtSum));
           mvaInput_[3] = std::log(std::max(1.e-2f, neutralIsoPtSum - 0.125f * puCorrPtSum));
           mvaInput_[4] = std::log(std::max(1.e-2f, puCorrPtSum));
           mvaInput_[5] = tauDecayMode;
         } else if (mvaOpt_ == kOldDMwLT || mvaOpt_ == kNewDMwLT) {
           mvaInput_[0] = std::log(std::max(1.f, (float)tau->pt()));
           mvaInput_[1] = std::abs((float)tau->eta());
           mvaInput_[2] = std::log(std::max(1.e-2f, chargedIsoPtSum));
           mvaInput_[3] = std::log(std::max(1.e-2f, neutralIsoPtSum - 0.125f * puCorrPtSum));
           mvaInput_[4] = std::log(std::max(1.e-2f, puCorrPtSum));
           mvaInput_[5] = tauDecayMode;
           mvaInput_[6] = std::copysign(+1.f, (float)tauLifetimeInfo.dxy());
           mvaInput_[7] = std::sqrt(std::abs(std::min(1.f, (float)tauLifetimeInfo.dxy())));
           mvaInput_[8] = std::min(10.f, std::abs((float)tauLifetimeInfo.dxy_Sig()));
           mvaInput_[9] = (tauLifetimeInfo.hasSecondaryVertex()) ? 1. : 0.;
           mvaInput_[10] = std::sqrt(decayDistMag);
           mvaInput_[11] = std::min(10.f, (float)tauLifetimeInfo.flightLengthSig());
         } else if (mvaOpt_ == kDBoldDMwLT || mvaOpt_ == kDBnewDMwLT) {
           mvaInput_[0] = std::log(std::max(1.f, (float)tau->pt()));
           mvaInput_[1] = std::abs((float)tau->eta());
           mvaInput_[2] = std::log(std::max(1.e-2f, chargedIsoPtSum));
           mvaInput_[3] = std::log(std::max(1.e-2f, neutralIsoPtSum));
           mvaInput_[4] = std::log(std::max(1.e-2f, puCorrPtSum));
           mvaInput_[5] = std::log(std::max(1.e-2f, photonPtSumOutsideSignalCone));
           mvaInput_[6] = tauDecayMode;
           mvaInput_[7] = std::min(30.f, nPhoton);
           mvaInput_[8] = std::min(0.5f, ptWeightedDetaStrip);
           mvaInput_[9] = std::min(0.5f, ptWeightedDphiStrip);
           mvaInput_[10] = std::min(0.5f, ptWeightedDrSignal);
           mvaInput_[11] = std::min(0.5f, ptWeightedDrIsolation);
           mvaInput_[12] = std::min(100.f, leadingTrackChi2);
           mvaInput_[13] = std::min(1.f, eRatio);
           mvaInput_[14] = std::copysign(+1.f, (float)tauLifetimeInfo.dxy());
           mvaInput_[15] = std::sqrt(std::min(1.f, std::abs((float)tauLifetimeInfo.dxy())));
           mvaInput_[16] = std::min(10.f, std::abs((float)tauLifetimeInfo.dxy_Sig()));
           mvaInput_[17] = std::copysign(+1.f, (float)tauLifetimeInfo.ip3d());
           mvaInput_[18] = std::sqrt(std::min(1.f, std::abs((float)tauLifetimeInfo.ip3d())));
           mvaInput_[19] = std::min(10.f, std::abs((float)tauLifetimeInfo.ip3d_Sig()));
           mvaInput_[20] = (tauLifetimeInfo.hasSecondaryVertex()) ? 1. : 0.;
           mvaInput_[21] = std::sqrt(decayDistMag);
           mvaInput_[22] = std::min(10.f, (float)tauLifetimeInfo.flightLengthSig());
         } else if (mvaOpt_ == kPWoldDMwLT || mvaOpt_ == kPWnewDMwLT) {
           mvaInput_[0] = std::log(std::max(1.f, (float)tau->pt()));
           mvaInput_[1] = std::abs((float)tau->eta());
           mvaInput_[2] = std::log(std::max(1.e-2f, chargedIsoPtSum));
           mvaInput_[3] = std::log(std::max(1.e-2f, neutralIsoPtSum));
           mvaInput_[4] = std::log(std::max(1.e-2f, footprintCorrection));
           mvaInput_[5] = std::log(std::max(1.e-2f, photonPtSumOutsideSignalCone));
           mvaInput_[6] = tauDecayMode;
           mvaInput_[7] = std::min(30.f, nPhoton);
           mvaInput_[8] = std::min(0.5f, ptWeightedDetaStrip);
           mvaInput_[9] = std::min(0.5f, ptWeightedDphiStrip);
           mvaInput_[10] = std::min(0.5f, ptWeightedDrSignal);
           mvaInput_[11] = std::min(0.5f, ptWeightedDrIsolation);
           mvaInput_[12] = std::min(100.f, leadingTrackChi2);
           mvaInput_[13] = std::min(1.f, eRatio);
           mvaInput_[14] = std::copysign(+1.f, (float)tauLifetimeInfo.dxy());
           mvaInput_[15] = std::sqrt(std::min(1.f, std::abs((float)tauLifetimeInfo.dxy())));
           mvaInput_[16] = std::min(10.f, std::abs((float)tauLifetimeInfo.dxy_Sig()));
           mvaInput_[17] = std::copysign(+1.f, (float)tauLifetimeInfo.ip3d());
           mvaInput_[18] = std::sqrt(std::min(1.f, std::abs((float)tauLifetimeInfo.ip3d())));
           mvaInput_[19] = std::min(10.f, std::abs((float)tauLifetimeInfo.ip3d_Sig()));
           mvaInput_[20] = (tauLifetimeInfo.hasSecondaryVertex()) ? 1. : 0.;
           mvaInput_[21] = std::sqrt(decayDistMag);
           mvaInput_[22] = std::min(10.f, (float)tauLifetimeInfo.flightLengthSig());
         } else if (mvaOpt_ == kDBoldDMwLTwGJ || mvaOpt_ == kDBnewDMwLTwGJ) {
           mvaInput_[0] = std::log(std::max(1.f, (float)tau->pt()));
           mvaInput_[1] = std::abs((float)tau->eta());
           mvaInput_[2] = std::log(std::max(1.e-2f, chargedIsoPtSum));
           mvaInput_[3] = std::log(std::max(1.e-2f, neutralIsoPtSum));
           mvaInput_[4] = std::log(std::max(1.e-2f, puCorrPtSum));
           mvaInput_[5] = std::log(std::max(1.e-2f, photonPtSumOutsideSignalCone));
           mvaInput_[6] = tauDecayMode;
           mvaInput_[7] = std::min(30.f, nPhoton);
           mvaInput_[8] = std::min(0.5f, ptWeightedDetaStrip);
           mvaInput_[9] = std::min(0.5f, ptWeightedDphiStrip);
           mvaInput_[10] = std::min(0.5f, ptWeightedDrSignal);
           mvaInput_[11] = std::min(0.5f, ptWeightedDrIsolation);
           mvaInput_[12] = std::min(1.f, eRatio);
           mvaInput_[13] = std::copysign(+1.f, (float)tauLifetimeInfo.dxy());
           mvaInput_[14] = std::sqrt(std::min(1.f, std::abs((float)tauLifetimeInfo.dxy())));
           mvaInput_[15] = std::min(10.f, std::abs((float)tauLifetimeInfo.dxy_Sig()));
           mvaInput_[16] = std::copysign(+1.f, (float)tauLifetimeInfo.ip3d());
           mvaInput_[17] = std::sqrt(std::min(1.f, std::abs((float)tauLifetimeInfo.ip3d())));
           mvaInput_[18] = std::min(10.f, std::abs((float)tauLifetimeInfo.ip3d_Sig()));
           mvaInput_[19] = (tauLifetimeInfo.hasSecondaryVertex()) ? 1. : 0.;
           mvaInput_[20] = std::sqrt(decayDistMag);
           mvaInput_[21] = std::min(10.f, (float)tauLifetimeInfo.flightLengthSig());
           mvaInput_[22] = std::max(-1.f, gjAngleDiff);
         }
 
         double mvaValue = mvaReader_->GetClassifier(mvaInput_);
         if (verbosity_) {
           edm::LogPrint("PFTauDiscByMVAIsol2") << "<PFRecoTauDiscriminationByMVAIsolationRun2::discriminate>:";
           edm::LogPrint("PFTauDiscByMVAIsol2") << " tau: Pt = " << tau->pt() << ", eta = " << tau->eta();
           edm::LogPrint("PFTauDiscByMVAIsol2") << " isolation: charged = " << chargedIsoPtSum
                                                << ", neutral = " << neutralIsoPtSum << ", PUcorr = " << puCorrPtSum;
           edm::LogPrint("PFTauDiscByMVAIsol2") << " decay mode = " << tauDecayMode;
           edm::LogPrint("PFTauDiscByMVAIsol2") << " impact parameter: distance = " << tauLifetimeInfo.dxy()
                                                << ", significance = " << tauLifetimeInfo.dxy_Sig();
           edm::LogPrint("PFTauDiscByMVAIsol2")
               << " has decay vertex = " << tauLifetimeInfo.hasSecondaryVertex() << ":"
               << " distance = " << decayDistMag << ", significance = " << tauLifetimeInfo.flightLengthSig();
           edm::LogPrint("PFTauDiscByMVAIsol2") << "--> mvaValue = " << mvaValue;
         }
         result.rawValues.at(0) = mvaValue;
       }
       return result;
     }

◆ fillDescriptions()

void reco::tau::PFRecoTauDiscriminationByMVAIsolationRun2::fillDescriptions ( edm::ConfigurationDescriptions & descriptions )

static

Definition at line 385 of file PFRecoTauDiscriminationByMVAIsolationRun2.cc.

References edm::ConfigurationDescriptions::add(), submitPVResolutionJobs::desc, TauDiscriminationProducerBase< TauType, TauDiscriminator, TauDiscriminatorDataType, ConsumeType >::fillProducerDescriptions(), ProducerED_cfi::InputTag, and AlCaHLTBitMon_QueryRunRegistry::string.

                                                                                                                {
       // pfRecoTauDiscriminationByMVAIsolationRun2
       edm::ParameterSetDescription desc;
 
       desc.add<std::string>("mvaName", "tauIdMVAnewDMwLT");
       desc.add<bool>("loadMVAfromDB", true);
       desc.addOptional<edm::FileInPath>("inputFileName");
       desc.add<std::string>("mvaOpt", "newDMwLT");
 
       desc.add<edm::InputTag>("srcTauTransverseImpactParameters", edm::InputTag(""));
       desc.add<edm::InputTag>("srcBasicTauDiscriminators", edm::InputTag("hpsPFTauBasicDiscriminators"));
       desc.add<std::string>("inputIDNameSuffix", "");
 
       desc.add<int>("verbosity", 0);
 
       fillProducerDescriptions(desc);  // inherited from the base
 
       descriptions.add("pfRecoTauDiscriminationByMVAIsolationRun2", desc);
     }