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//-------------------------------------------------------------------------------------------------- |
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// $Id $ |
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// |
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// ElectronIDMVA |
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// MuonIDMVA |
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// |
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// Helper Class for Muon Identification MVA |
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// |
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#include "MitAna/DataTree/interface/TrackFwd.h" |
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#include "MitAna/DataTree/interface/Muon.h" |
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#include "MitAna/DataTree/interface/MuonCol.h" |
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#include "MitAna/DataTree/interface/ElectronCol.h" |
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#include "MitAna/DataTree/interface/PFCandidateCol.h" |
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#include "MitAna/DataTree/interface/PileupEnergyDensityCol.h" |
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#include "MitCommon/MathTools/interface/MathUtils.h" |
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~MuonIDMVA(); |
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enum MVAType { |
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kUninitialized, |
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kV2, |
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kV3, |
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kV8, |
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kIDIsoCombinedDetIso |
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kIDIsoCombinedDetIso, |
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kIsoRingsV0, |
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kIDIsoCombinedIsoRingsV0 |
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}; |
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void Initialize( std::string methodName, |
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std::string weightsfile, |
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MuonIDMVA::MVAType type); |
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void Initialize( std::string methodName, |
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MuonIDMVA::MVAType type, |
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Bool_t useBinnedVersion, |
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std::vector<std::string> weightsfiles ); |
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void Initialize(TString methodName, |
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TString Subdet0Pt10To14p5Weights , |
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TString Subdet1Pt10To14p5Weights , |
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TString Subdet0Pt20ToInfWeights, |
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TString Subdet1Pt20ToInfWeights, |
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MuonIDMVA::MVAType type); |
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Bool_t IsInitialized() const { return fIsInitialized; } |
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UInt_t GetMVABin(double eta,double pt, |
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Bool_t isGlobal, Bool_t isTrackerMuon ) const; |
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Double_t MVAValue(const Muon *mu, const Vertex *vertex, MuonTools *fMuonTools, |
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const PFCandidateCol *PFCands, |
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const PileupEnergyDensityCol *PileupEnergyDensity, |
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Bool_t printDebug = kFALSE); |
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Double_t MVAValue(const Muon *mu, const Vertex *vertex, MuonTools *fMuonTools, |
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const PFCandidateCol *PFCands, |
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const PileupEnergyDensityCol *PileupEnergyDensity, |
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MuonTools::EMuonEffectiveAreaTarget EffectiveAreaTarget, |
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const ElectronCol *goodElectrons, |
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const MuonCol *goodMuons, |
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Bool_t printDebug = kFALSE); |
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Double_t MVAValue( Double_t MuPt , Double_t MuEta, |
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Double_t MuTkNchi2, |
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Double_t MuGlobalNchi2, |
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protected: |
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TMVA::Reader *fTMVAReader[6]; |
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TString fMethodname; |
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std::vector<TMVA::Reader*> fTMVAReader; |
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TString fMethodname; |
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Bool_t fIsInitialized; |
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MVAType fMVAType; |
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Bool_t fUseBinnedVersion; |
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UInt_t fNMVABins; |
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Float_t fMVAVar_MuPt; |
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Float_t fMVAVar_MuEta; |
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Float_t fMVAVar_MuTkNchi2; |
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Float_t fMVAVar_MuGlobalNchi2; |
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Float_t fMVAVar_MuNValidHits; |
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Float_t fMVAVar_MuHadS9EnergyOverPt; |
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Float_t fMVAVar_MuHoS9EnergyOverPt; |
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Float_t fMVAVar_MuEmS9EnergyOverPt; |
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Float_t fMVAVar_MuHadEnergy; |
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Float_t fMVAVar_MuEmEnergy; |
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Float_t fMVAVar_MuHadS9Energy; |
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Float_t fMVAVar_MuEmS9Energy; |
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Float_t fMVAVar_MuChargedIso03OverPt; |
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Float_t fMVAVar_MuNeutralIso03OverPt; |
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Float_t fMVAVar_MuChargedIso04OverPt; |
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Float_t fMVAVar_MuEMIso05OverPt; |
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Float_t fMVAVar_MuHadIso05OverPt; |
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Float_t fMVAVar_ChargedIso_DR0p0To0p1; |
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Float_t fMVAVar_ChargedIso_DR0p1To0p2; |
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Float_t fMVAVar_ChargedIso_DR0p2To0p3; |
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Float_t fMVAVar_ChargedIso_DR0p3To0p4; |
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Float_t fMVAVar_ChargedIso_DR0p4To0p5; |
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Float_t fMVAVar_ChargedIso_DR0p5To0p7; |
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Float_t fMVAVar_GammaIso_DR0p0To0p1; |
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Float_t fMVAVar_GammaIso_DR0p1To0p2; |
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Float_t fMVAVar_GammaIso_DR0p2To0p3; |
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Float_t fMVAVar_GammaIso_DR0p3To0p4; |
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Float_t fMVAVar_GammaIso_DR0p4To0p5; |
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Float_t fMVAVar_GammaIso_DR0p5To0p7; |
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Float_t fMVAVar_NeutralHadronIso_DR0p0To0p1; |
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Float_t fMVAVar_NeutralHadronIso_DR0p1To0p2; |
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Float_t fMVAVar_NeutralHadronIso_DR0p2To0p3; |
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Float_t fMVAVar_NeutralHadronIso_DR0p3To0p4; |
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Float_t fMVAVar_NeutralHadronIso_DR0p4To0p5; |
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Float_t fMVAVar_NeutralHadronIso_DR0p5To0p7; |
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ClassDef(MuonIDMVA, 0) // Muon MVA |
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}; |
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} |
