| 16 |
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#include "MitAna/DataTree/interface/TrackFwd.h" |
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#include "MitAna/DataTree/interface/Electron.h" |
| 18 |
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#include "MitAna/DataTree/interface/ElectronCol.h" |
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+ |
#include "MitAna/DataTree/interface/MuonCol.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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+ |
#include "MitPhysics/Utils/interface/ElectronTools.h" |
| 24 |
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|
| 25 |
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class TRandom3; |
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namespace TMVA { |
| 34 |
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~ElectronIDMVA(); |
| 35 |
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|
| 36 |
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enum MVAType { |
| 37 |
< |
kBaseline = 0, // SigmaIEtaIEta, DEtaIn, DPhiIn, FBrem, SigmaIPhiIPhi, NBrem, OneOverEMinusOneOverP |
| 38 |
< |
kNoIPInfo, // kBaseline + EOverP, ESeedClusterOverPout, ESeedClusterOverPIn |
| 39 |
< |
kWithIPInfo, // kBaseline + d0 , IP3d, IP3dSig |
| 40 |
< |
kIDIsoCombined // ID variables , PFIso03 , PFIso04 |
| 37 |
> |
kUninitialized = 0, |
| 38 |
> |
kBaseline, // SigmaIEtaIEta, DEtaIn, DPhiIn, FBrem, SigmaIPhiIPhi, NBrem, OneOverEMinusOneOverP |
| 39 |
> |
kNoIPInfo, // kBaseline + EOverP, ESeedClusterOverPout, ESeedClusterOverPIn |
| 40 |
> |
kWithIPInfo, // kBaseline + d0 , IP3d, IP3dSig |
| 41 |
> |
kIDIsoCombined, // ID variables , PFIso03 , PFIso04 |
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> |
kIDEGamma2012TrigV0, // EGamma certified (Spring 2012) ID-only MVA |
| 43 |
> |
kIDEGamma2012NonTrigV0, // EGamma certified (Spring 2012) ID-only MVA |
| 44 |
> |
kIsoRingsV0 // Isolation MVA with IsoRings as input |
| 45 |
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}; |
| 46 |
|
|
| 47 |
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|
| 48 |
+ |
void Initialize( std::string methodName, |
| 49 |
+ |
std::string weightsfile, |
| 50 |
+ |
ElectronIDMVA::MVAType type); |
| 51 |
+ |
void Initialize( std::string methodName, |
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+ |
ElectronIDMVA::MVAType type, |
| 53 |
+ |
Bool_t useBinnedVersion, |
| 54 |
+ |
std::vector<std::string> weightsfiles ); |
| 55 |
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void Initialize(TString methodName, |
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TString Subdet0Pt10To20Weights , |
| 57 |
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TString Subdet1Pt10To20Weights , |
| 62 |
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ElectronIDMVA::MVAType type ); |
| 63 |
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|
| 64 |
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Bool_t IsInitialized() const { return fIsInitialized; } |
| 65 |
< |
Double_t MVAValue(const Electron *ele, const Vertex *vertex); |
| 65 |
> |
void bindVariables(); |
| 66 |
> |
UInt_t GetMVABin(double eta,double pt ) const; |
| 67 |
> |
|
| 68 |
> |
Double_t MVAValue(const Electron *ele, const Vertex *vertex, Bool_t printDebug = kFALSE); |
| 69 |
> |
Double_t MVAValue(const Electron *ele, const Vertex *vertex, |
| 70 |
> |
const PFCandidateCol *PFCands, |
| 71 |
> |
const PileupEnergyDensityCol *PileupEnergyDensity, |
| 72 |
> |
Double_t intRadius, |
| 73 |
> |
Bool_t printDebug = kFALSE); |
| 74 |
|
Double_t MVAValue(const Electron *ele, const Vertex *vertex, |
| 75 |
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const PFCandidateCol *PFCands, |
| 76 |
|
const PileupEnergyDensityCol *PileupEnergyDensity, |
| 77 |
+ |
ElectronTools::EElectronEffectiveAreaTarget EffectiveAreaTarget, |
| 78 |
+ |
const ElectronCol *goodElectrons, |
| 79 |
+ |
const MuonCol *goodMuons, |
| 80 |
|
Bool_t printDebug = kFALSE); |
| 81 |
|
Double_t MVAValue(Double_t ElePt , Double_t EleEta, |
| 82 |
|
Double_t EleSigmaIEtaIEta, |
| 129 |
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|
| 130 |
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|
| 131 |
|
protected: |
| 132 |
< |
TMVA::Reader *fTMVAReader[6]; |
| 133 |
< |
TString fMethodname; |
| 110 |
< |
|
| 132 |
> |
std::vector<TMVA::Reader*> fTMVAReader; |
| 133 |
> |
TString fMethodname; |
| 134 |
|
Bool_t fIsInitialized; |
| 135 |
< |
|
| 135 |
> |
MVAType fMVAType; |
| 136 |
> |
Bool_t fUseBinnedVersion; |
| 137 |
> |
UInt_t fNMVABins; |
| 138 |
> |
|
| 139 |
> |
Float_t fMVAVar_ElePt; |
| 140 |
> |
Float_t fMVAVar_EleEta; |
| 141 |
|
Float_t fMVAVar_EleSigmaIEtaIEta; |
| 142 |
|
Float_t fMVAVar_EleDEtaIn; |
| 143 |
|
Float_t fMVAVar_EleDPhiIn; |
| 167 |
|
Float_t fMVAVar_EleChargedIso04OverPt; |
| 168 |
|
Float_t fMVAVar_EleNeutralHadronIso04OverPt; |
| 169 |
|
Float_t fMVAVar_EleGammaIso04OverPt; |
| 170 |
< |
|
| 170 |
> |
|
| 171 |
> |
Float_t fMVAVar_EleEEleClusterOverPout; |
| 172 |
> |
Float_t fMVAVar_EleKFTrkChiSqr; |
| 173 |
> |
Float_t fMVAVar_EleKFTrkNHits; |
| 174 |
> |
Float_t fMVAVar_EleKFTrkNLayers; |
| 175 |
> |
Float_t fMVAVar_EleE1x5OverE5x5; |
| 176 |
> |
|
| 177 |
> |
Float_t fMVAVar_ChargedIso_DR0p0To0p1; |
| 178 |
> |
Float_t fMVAVar_ChargedIso_DR0p1To0p2; |
| 179 |
> |
Float_t fMVAVar_ChargedIso_DR0p2To0p3; |
| 180 |
> |
Float_t fMVAVar_ChargedIso_DR0p3To0p4; |
| 181 |
> |
Float_t fMVAVar_ChargedIso_DR0p4To0p5; |
| 182 |
> |
Float_t fMVAVar_GammaIso_DR0p0To0p1; |
| 183 |
> |
Float_t fMVAVar_GammaIso_DR0p1To0p2; |
| 184 |
> |
Float_t fMVAVar_GammaIso_DR0p2To0p3; |
| 185 |
> |
Float_t fMVAVar_GammaIso_DR0p3To0p4; |
| 186 |
> |
Float_t fMVAVar_GammaIso_DR0p4To0p5; |
| 187 |
> |
Float_t fMVAVar_NeutralHadronIso_DR0p0To0p1; |
| 188 |
> |
Float_t fMVAVar_NeutralHadronIso_DR0p1To0p2; |
| 189 |
> |
Float_t fMVAVar_NeutralHadronIso_DR0p2To0p3; |
| 190 |
> |
Float_t fMVAVar_NeutralHadronIso_DR0p3To0p4; |
| 191 |
> |
Float_t fMVAVar_NeutralHadronIso_DR0p4To0p5; |
| 192 |
> |
|
| 193 |
> |
|
| 194 |
|
ClassDef(ElectronIDMVA, 0) // Muon tools |
| 195 |
|
}; |
| 196 |
|
} |
