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//--------------------------------------------------------------------------------------------------
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// $Id $
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//
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// ElectronIDMVA
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//
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// Helper Class for Electron Identification MVA
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//
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// Authors: S.Xie
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//--------------------------------------------------------------------------------------------------
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#ifndef MITPHYSICS_UTILS_ElectronIDMVA_H
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#define MITPHYSICS_UTILS_ElectronIDMVA_H
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#include "MitAna/DataTree/interface/ElectronFwd.h"
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#include "MitAna/DataTree/interface/VertexFwd.h"
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#include "MitAna/DataTree/interface/TrackFwd.h"
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#include "MitAna/DataTree/interface/Electron.h"
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#include "MitAna/DataTree/interface/ElectronCol.h"
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#include "MitCommon/MathTools/interface/MathUtils.h"
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class TRandom3;
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namespace TMVA {
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class Reader;
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}
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namespace mithep {
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class ElectronIDMVA {
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public:
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ElectronIDMVA();
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~ElectronIDMVA();
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enum MVAType {
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kBaseline = 0, // SigmaIEtaIEta, DEtaIn, DPhiIn, FBrem, SigmaIPhiIPhi, NBrem, OneOverEMinusOneOverP
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kNoIPInfo, // kBaseline + EOverP, ESeedClusterOverPout, ESeedClusterOverPIn
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kWithIPInfo // kV2 + d0 , IP3d, IP3dSig
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};
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void Initialize(TString methodName,
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TString Subdet0Pt10To20Weights ,
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TString Subdet1Pt10To20Weights ,
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TString Subdet2Pt10To20Weights,
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TString Subdet0Pt20ToInfWeights,
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TString Subdet1Pt20ToInfWeights,
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TString Subdet2Pt20ToInfWeights,
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ElectronIDMVA::MVAType type );
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Bool_t IsInitialized() const { return fIsInitialized; }
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Double_t MVAValue(const Electron *ele, const Vertex *vertex);
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Double_t MVAValue(Double_t ElePt , Double_t EleSCEta,
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Double_t EleSigmaIEtaIEta,
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Double_t EleDEtaIn,
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Double_t EleDPhiIn,
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Double_t EleHoverE,
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Double_t EleD0,
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Double_t EleDZ,
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Double_t EleFBrem,
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Double_t EleEOverP,
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Double_t EleESeedClusterOverPout,
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Double_t EleSigmaIPhiIPhi,
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Double_t EleNBrem,
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Double_t EleOneOverEMinusOneOverP,
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Double_t EleESeedClusterOverPIn,
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Double_t EleIP3d,
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Double_t EleIP3dSig );
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protected:
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TMVA::Reader *fTMVAReader[6];
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TString fMethodname;
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Bool_t fIsInitialized;
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Float_t fMVAVar_EleSigmaIEtaIEta;
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Float_t fMVAVar_EleDEtaIn;
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Float_t fMVAVar_EleDPhiIn;
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Float_t fMVAVar_EleHoverE;
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Float_t fMVAVar_EleD0;
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Float_t fMVAVar_EleDZ;
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Float_t fMVAVar_EleFBrem;
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Float_t fMVAVar_EleEOverP;
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Float_t fMVAVar_EleESeedClusterOverPout;
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Float_t fMVAVar_EleSigmaIPhiIPhi;
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Float_t fMVAVar_EleNBrem;
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Float_t fMVAVar_EleOneOverEMinusOneOverP;
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Float_t fMVAVar_EleESeedClusterOverPIn;
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Float_t fMVAVar_EleIP3d;
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Float_t fMVAVar_EleIP3dSig;
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ClassDef(ElectronIDMVA, 0) // Muon tools
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};
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}
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#endif
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