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EgammaAnalysis/ElectronTools/interface/EGammaMvaEleEstimatorCSA14.h
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| //-------------------------------------------------------------------------------------------------- | ||
| // $Id $ | ||
| // | ||
| // EGammaMvaEleEstimatorCSA14 | ||
| // | ||
| // Helper Class for applying MVA electron ID selection | ||
| // | ||
| // Authors: D.Benedetti, E.DiMaro, S.Xie | ||
| //-------------------------------------------------------------------------------------------------- | ||
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| #ifndef EGammaMvaEleEstimatorCSA14_H | ||
| #define EGammaMvaEleEstimatorCSA14_H | ||
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| #include <vector> | ||
| #include <TROOT.h> | ||
| #include "TMVA/Factory.h" | ||
| #include "TMVA/Tools.h" | ||
| #include "TMVA/Reader.h" | ||
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| using namespace std; | ||
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| #include "DataFormats/TrackReco/interface/Track.h" | ||
| #include "DataFormats/GsfTrackReco/interface/GsfTrack.h" | ||
| #include "DataFormats/TrackReco/interface/TrackFwd.h" | ||
| #include "DataFormats/EgammaCandidates/interface/GsfElectron.h" | ||
| #include "DataFormats/EgammaReco/interface/SuperCluster.h" | ||
| #include "DataFormats/MuonReco/interface/Muon.h" | ||
| #include "DataFormats/ParticleFlowCandidate/interface/PFCandidate.h" | ||
| #include "DataFormats/ParticleFlowCandidate/interface/PFCandidateFwd.h" | ||
| #include "DataFormats/Common/interface/RefToPtr.h" | ||
| #include "DataFormats/VertexReco/interface/Vertex.h" | ||
| #include "RecoEcal/EgammaCoreTools/interface/EcalClusterLazyTools.h" | ||
| #include "TrackingTools/TransientTrack/interface/TransientTrackBuilder.h" | ||
| #include "TrackingTools/IPTools/interface/IPTools.h" | ||
| #include "EgammaAnalysis/ElectronTools/interface/ElectronEffectiveArea.h" | ||
| #include "DataFormats/Common/interface/RefToPtr.h" | ||
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| #include "DataFormats/PatCandidates/interface/Electron.h" | ||
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| using namespace reco; | ||
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| class EGammaMvaEleEstimatorCSA14{ | ||
| public: | ||
| EGammaMvaEleEstimatorCSA14(); | ||
| ~EGammaMvaEleEstimatorCSA14(); | ||
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| enum MVAType { | ||
| kTrig = 0, // MVA for triggering electrons | ||
| kNonTrig = 1, // MVA for non-triggering electrons | ||
| kNonTrigPhys14 = 2, // MVA for non-triggering electrons in Phys14 | ||
| }; | ||
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| void initialize( std::string methodName, | ||
| std::string weightsfile, | ||
| EGammaMvaEleEstimatorCSA14::MVAType type); | ||
| void initialize( std::string methodName, | ||
| EGammaMvaEleEstimatorCSA14::MVAType type, | ||
| Bool_t useBinnedVersion, | ||
| std::vector<std::string> weightsfiles ); | ||
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| Bool_t isInitialized() const { return fisInitialized; } | ||
| UInt_t GetMVABin(double eta,double pt ) const; | ||
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| void bindVariables(); | ||
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| // for kTrig and kNonTrig algorithm | ||
| Double_t mvaValue(const reco::GsfElectron& ele, | ||
| const reco::Vertex& vertex, | ||
| const TransientTrackBuilder& transientTrackBuilder, | ||
| noZS::EcalClusterLazyTools myEcalCluster, | ||
| bool printDebug = kFALSE); | ||
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| Double_t mvaValue(const pat::Electron& ele, | ||
| bool printDebug); | ||
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| private: | ||
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| std::vector<TMVA::Reader*> fTMVAReader; | ||
| std::vector<TMVA::MethodBase*> fTMVAMethod; | ||
| std::string fMethodname; | ||
| Bool_t fisInitialized; | ||
| MVAType fMVAType; | ||
| Bool_t fUseBinnedVersion; | ||
| UInt_t fNMVABins; | ||
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| Float_t fMVAVar_fbrem; | ||
| Float_t fMVAVar_kfchi2; | ||
| Float_t fMVAVar_kfhits; //number of layers | ||
| Float_t fMVAVar_kfhitsall; //number of hits | ||
| Float_t fMVAVar_gsfchi2; | ||
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| Float_t fMVAVar_deta; | ||
| Float_t fMVAVar_dphi; | ||
| Float_t fMVAVar_detacalo; | ||
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| Float_t fMVAVar_see; | ||
| Float_t fMVAVar_spp; | ||
| Float_t fMVAVar_etawidth; | ||
| Float_t fMVAVar_phiwidth; | ||
| Float_t fMVAVar_OneMinusE1x5E5x5; | ||
| Float_t fMVAVar_R9; | ||
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| Float_t fMVAVar_HoE; | ||
| Float_t fMVAVar_EoP; | ||
| Float_t fMVAVar_IoEmIoP; | ||
| Float_t fMVAVar_eleEoPout; | ||
| Float_t fMVAVar_EoPout; | ||
| Float_t fMVAVar_PreShowerOverRaw; | ||
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| Float_t fMVAVar_d0; | ||
| Float_t fMVAVar_ip3d; | ||
| Float_t fMVAVar_ip3dSig; | ||
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| Float_t fMVAVar_eta; | ||
| Float_t fMVAVar_abseta; | ||
| Float_t fMVAVar_pt; | ||
| Float_t fMVAVar_rho; | ||
| Float_t fMVAVar_isBarrel; | ||
| Float_t fMVAVar_isEndcap; | ||
| Float_t fMVAVar_SCeta; | ||
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| Float_t fMVAVar_ChargedIso_DR0p0To0p1; | ||
| Float_t fMVAVar_ChargedIso_DR0p1To0p2; | ||
| Float_t fMVAVar_ChargedIso_DR0p2To0p3; | ||
| Float_t fMVAVar_ChargedIso_DR0p3To0p4; | ||
| Float_t fMVAVar_ChargedIso_DR0p4To0p5; | ||
| Float_t fMVAVar_GammaIso_DR0p0To0p1; | ||
| Float_t fMVAVar_GammaIso_DR0p1To0p2; | ||
| Float_t fMVAVar_GammaIso_DR0p2To0p3; | ||
| Float_t fMVAVar_GammaIso_DR0p3To0p4; | ||
| Float_t fMVAVar_GammaIso_DR0p4To0p5; | ||
| Float_t fMVAVar_NeutralHadronIso_DR0p0To0p1; | ||
| Float_t fMVAVar_NeutralHadronIso_DR0p1To0p2; | ||
| Float_t fMVAVar_NeutralHadronIso_DR0p2To0p3; | ||
| Float_t fMVAVar_NeutralHadronIso_DR0p3To0p4; | ||
| Float_t fMVAVar_NeutralHadronIso_DR0p4To0p5; | ||
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| }; | ||
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| #endif |
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