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pharris |
1.1 |
#include "MitPhysics/Utils/interface/MVAMet.h"
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#include "MitPhysics/Utils/interface/JetTools.h"
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#include "MitPhysics/Utils/interface/RecoilTools.h"
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#include "MitAna/DataTree/interface/StableData.h"
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#include <TFile.h>
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#include <TRandom3.h>
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bendavid |
1.6 |
#include "CondFormats/EgammaObjects/interface/GBRForest.h"
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#include "Cintex/Cintex.h"
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pharris |
1.1 |
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ClassImp(mithep::MVAMet)
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using namespace mithep;
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//--------------------------------------------------------------------------------------------------
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MVAMet::MVAMet() :
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fRecoilTools(0),
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pharris |
1.4 |
fPhiMethodName ("PhiCorrection"),
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fU1MethodName ("U1Correction"),
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fCovU1MethodName ("CovU1"),
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fCovU2MethodName ("CovU2"),
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pharris |
1.1 |
fIsInitialized(kFALSE),
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fU (0),
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fUPhi (0),
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fTKSumEt(0),
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fTKU (0),
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fTKUPhi (0),
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fNPSumEt(0),
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fNPU (0),
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fNPUPhi (0),
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fPUSumEt(0),
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fPUMet (0),
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fPUMetPhi(0),
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fPCSumEt(0),
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fPCU (0),
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fPCUPhi (0),
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fJSPt1 (0),
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fJSEta1 (0),
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fJSPhi1 (0),
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fJSPt2 (0),
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fJSEta2 (0),
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fJSPhi2 (0),
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fNJet (0),
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fNAllJet(0),
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fNPV (0),
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fPhiReader(0),
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pharris |
1.4 |
fU1Reader(0),
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fCovU1Reader(0),
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fCovU2Reader(0) { }
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pharris |
1.1 |
//--------------------------------------------------------------------------------------------------
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MVAMet::~MVAMet()
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{
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pharris |
1.4 |
delete fPhiReader;
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delete fU1Reader;
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delete fCovU1Reader;
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delete fCovU2Reader;
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pharris |
1.1 |
}
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//--------------------------------------------------------------------------------------------------
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pharris |
1.2 |
/*
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pharris |
1.1 |
void MVAMet::setVariables(TMVA::Reader *iReader,bool iScale) {
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iReader->AddVariable( "npv" , &fNPV );
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iReader->AddVariable( "u" , &fU );
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iReader->AddVariable( "uphi" , &fUPhi );
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iReader->AddVariable( "chsumet/sumet" , &fTKSumEt );
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iReader->AddVariable( "tku" , &fTKU );
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iReader->AddVariable( "tkuphi" , &fTKUPhi );
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iReader->AddVariable( "nopusumet/sumet" , &fNPSumEt );
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iReader->AddVariable( "nopuu" , &fNPU );
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iReader->AddVariable( "nopuuphi" , &fNPUPhi );
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iReader->AddVariable( "pusumet/sumet" , &fPUSumEt );
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iReader->AddVariable( "pumet" , &fPUMet );
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iReader->AddVariable( "pumetphi" , &fPUMetPhi);
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iReader->AddVariable( "pucsumet/sumet" , &fPCSumEt );
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iReader->AddVariable( "pucu" , &fPCU );
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iReader->AddVariable( "pucuphi" , &fPCUPhi );
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iReader->AddVariable( "jspt_1" , &fJSPt1 );
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iReader->AddVariable( "jseta_1" , &fJSEta1 );
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iReader->AddVariable( "jsphi_1" , &fJSPhi1 );
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iReader->AddVariable( "jspt_2" , &fJSPt2 );
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iReader->AddVariable( "jseta_2" , &fJSEta2 );
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iReader->AddVariable( "jsphi_2" , &fJSPhi2 );
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iReader->AddVariable( "nalljet" , &fNAllJet );
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iReader->AddVariable( "njet" , &fNJet );
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if(iScale) iReader->AddVariable( "uphi_mva" , &fUPhiMVA );
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}
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//--------------------------------------------------------------------------------------------------
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void MVAMet::Initialize( TString iU1MethodName,
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TString iPhiMethodName,
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TString iJetMVAFile,
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TString iU1Weights,
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TString iPhiWeights,
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MVAMet::MVAType iType) {
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fIsInitialized = kTRUE;
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fRecoilTools = new RecoilTools(iJetMVAFile);
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pharris |
1.2 |
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pharris |
1.1 |
fU1MethodName = iU1MethodName;
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fPhiMethodName = iPhiMethodName;
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fType = iType;
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fPhiReader = new TMVA::Reader( "!Color:!Silent:Error" );
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fU1Reader = new TMVA::Reader( "!Color:!Silent:Error" );
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if (fType == kBaseline) {
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setVariables(fPhiReader,false);
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setVariables(fU1Reader ,true);
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}
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fPhiReader->BookMVA(fPhiMethodName , iPhiWeights );
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fU1Reader ->BookMVA(fU1MethodName , iU1Weights );
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pharris |
1.2 |
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pharris |
1.1 |
std::cout << "Jet ID MVA Initialization\n";
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std::cout << "Phi Method Name : " << fPhiMethodName << " , type == " << iType << std::endl;
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std::cout << "U1 Method Name : " << fU1MethodName << " , type == " << iType << std::endl;
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pharris |
1.2 |
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pharris |
1.1 |
}
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pharris |
1.2 |
*/
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//--------------------------------------------------------------------------------------------------
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pharris |
1.3 |
void MVAMet::Initialize(TString iJetLowPtFile,
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TString iJetHighPtFile,
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TString iJetCutFile,
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TString iU1Weights,
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TString iPhiWeights,
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pharris |
1.4 |
TString iCovU1Weights,
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TString iCovU2Weights,
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pharris |
1.3 |
MVAMet::MVAType iType) {
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pharris |
1.2 |
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fIsInitialized = kTRUE;
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pharris |
1.3 |
fRecoilTools = new RecoilTools(iJetLowPtFile,iJetHighPtFile,iJetCutFile);
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pharris |
1.2 |
fType = iType;
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pharris |
1.16 |
f42 = iU1Weights.Contains("42");
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if(f42) fRecoilTools->fJetIDMVA->fJetPtMin = 1.;
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pharris |
1.2 |
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bendavid |
1.6 |
ROOT::Cintex::Cintex::Enable();
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pharris |
1.2 |
TFile *lPhiForest = new TFile(iPhiWeights,"READ");
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fPhiReader = (GBRForest*)lPhiForest->Get(fPhiMethodName);
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lPhiForest->Close();
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TFile *lU1Forest = new TFile(iU1Weights,"READ");
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fU1Reader = (GBRForest*)lU1Forest->Get(fU1MethodName);
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lU1Forest->Close();
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pharris |
1.1 |
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pharris |
1.4 |
TFile *lCovU1Forest = new TFile(iCovU1Weights,"READ");
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fCovU1Reader = (GBRForest*)lCovU1Forest->Get(fCovU1MethodName);
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lCovU1Forest->Close();
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TFile *lCovU2Forest = new TFile(iCovU2Weights,"READ");
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fCovU2Reader = (GBRForest*)lCovU2Forest->Get(fCovU2MethodName);
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lCovU2Forest->Close();
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pharris |
1.5 |
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fCov = new TMatrixD(2,2);
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pharris |
1.7 |
fPhiVals = new Float_t[23];
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fU1Vals = new Float_t[25];
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fCovVals = new Float_t[26];
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pharris |
1.2 |
}
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//--------------------------------------------------------------------------------------------------
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Double_t MVAMet::evaluatePhi() {
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fPhiVals[0] = fNPV ;
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fPhiVals[1] = fU ;
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fPhiVals[2] = fUPhi ;
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fPhiVals[3] = fTKSumEt ;
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fPhiVals[4] = fTKU ;
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fPhiVals[5] = fTKUPhi ;
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fPhiVals[6] = fNPSumEt ;
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fPhiVals[7] = fNPU ;
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fPhiVals[8] = fNPUPhi ;
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fPhiVals[9] = fPUSumEt ;
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fPhiVals[10] = fPUMet ;
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fPhiVals[11] = fPUMetPhi;
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fPhiVals[12] = fPCSumEt ;
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fPhiVals[13] = fPCU ;
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fPhiVals[14] = fPCUPhi ;
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fPhiVals[15] = fJSPt1 ;
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fPhiVals[16] = fJSEta1 ;
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fPhiVals[17] = fJSPhi1 ;
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fPhiVals[18] = fJSPt2 ;
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fPhiVals[19] = fJSEta2 ;
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fPhiVals[20] = fJSPhi2 ;
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fPhiVals[21] = fNAllJet ;
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fPhiVals[22] = fNJet ;
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return fPhiReader->GetResponse(fPhiVals);
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}
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//--------------------------------------------------------------------------------------------------
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Double_t MVAMet::evaluateU1() {
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pharris |
1.5 |
fU1Vals[0] = fSumEt ;
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fU1Vals[1] = fNPV ;
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fU1Vals[2] = fU ;
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fU1Vals[3] = fUPhi ;
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fU1Vals[4] = fTKSumEt ;
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fU1Vals[5] = fTKU ;
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fU1Vals[6] = fTKUPhi ;
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fU1Vals[7] = fNPSumEt ;
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fU1Vals[8] = fNPU ;
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fU1Vals[9] = fNPUPhi ;
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fU1Vals[10] = fPUSumEt ;
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fU1Vals[11] = fPUMet ;
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fU1Vals[12] = fPUMetPhi;
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fU1Vals[13] = fPCSumEt ;
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fU1Vals[14] = fPCU ;
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fU1Vals[15] = fPCUPhi ;
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fU1Vals[16] = fJSPt1 ;
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fU1Vals[17] = fJSEta1 ;
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fU1Vals[18] = fJSPhi1 ;
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fU1Vals[19] = fJSPt2 ;
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fU1Vals[20] = fJSEta2 ;
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fU1Vals[21] = fJSPhi2 ;
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fU1Vals[22] = fNAllJet ;
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fU1Vals[23] = fNJet ;
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fU1Vals[24] = fUPhiMVA ;
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pharris |
1.2 |
return fU1Reader->GetResponse(fU1Vals);
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}
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pharris |
1.1 |
//--------------------------------------------------------------------------------------------------
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pharris |
1.4 |
Double_t MVAMet::evaluateCovU1() {
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pharris |
1.5 |
fCovVals[0] = fSumEt ;
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fCovVals[1] = fNPV ;
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fCovVals[2] = fU ;
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fCovVals[3] = fUPhi ;
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fCovVals[4] = fTKSumEt ;
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fCovVals[5] = fTKU ;
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fCovVals[6] = fTKUPhi ;
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fCovVals[7] = fNPSumEt ;
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fCovVals[8] = fNPU ;
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fCovVals[9] = fNPUPhi ;
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fCovVals[10] = fPUSumEt ;
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fCovVals[11] = fPUMet ;
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fCovVals[12] = fPUMetPhi;
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fCovVals[13] = fPCSumEt ;
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fCovVals[14] = fPCU ;
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fCovVals[15] = fPCUPhi ;
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fCovVals[16] = fJSPt1 ;
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fCovVals[17] = fJSEta1 ;
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fCovVals[18] = fJSPhi1 ;
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fCovVals[19] = fJSPt2 ;
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fCovVals[20] = fJSEta2 ;
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fCovVals[21] = fJSPhi2 ;
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fCovVals[22] = fNAllJet ;
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fCovVals[23] = fNJet ;
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fCovVals[24] = fUPhiMVA ;
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fCovVals[25] = fUMVA ;
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pharris |
1.4 |
return fCovU1Reader->GetResponse(fCovVals);
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}
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//--------------------------------------------------------------------------------------------------
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Double_t MVAMet::evaluateCovU2() {
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pharris |
1.5 |
fCovVals[0] = fSumEt ;
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fCovVals[1] = fNPV ;
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| 245 |
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fCovVals[2] = fU ;
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| 246 |
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fCovVals[3] = fUPhi ;
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| 247 |
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fCovVals[4] = fTKSumEt ;
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| 248 |
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fCovVals[5] = fTKU ;
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| 249 |
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fCovVals[6] = fTKUPhi ;
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| 250 |
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fCovVals[7] = fNPSumEt ;
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| 251 |
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fCovVals[8] = fNPU ;
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fCovVals[9] = fNPUPhi ;
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fCovVals[10] = fPUSumEt ;
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fCovVals[11] = fPUMet ;
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fCovVals[12] = fPUMetPhi;
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fCovVals[13] = fPCSumEt ;
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fCovVals[14] = fPCU ;
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| 258 |
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fCovVals[15] = fPCUPhi ;
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| 259 |
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fCovVals[16] = fJSPt1 ;
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| 260 |
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fCovVals[17] = fJSEta1 ;
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fCovVals[18] = fJSPhi1 ;
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| 262 |
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fCovVals[19] = fJSPt2 ;
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fCovVals[20] = fJSEta2 ;
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| 264 |
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fCovVals[21] = fJSPhi2 ;
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| 265 |
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fCovVals[22] = fNAllJet ;
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fCovVals[23] = fNJet ;
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fCovVals[24] = fUPhiMVA ;
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fCovVals[25] = fUMVA ;
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| 269 |
pharris |
1.4 |
return fCovU2Reader->GetResponse(fCovVals);
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| 270 |
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}
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| 271 |
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//--------------------------------------------------------------------------------------------------
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| 272 |
pharris |
1.1 |
Double_t MVAMet::MVAValue( Bool_t iPhi,
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| 273 |
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Float_t iPFSumEt,
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| 274 |
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Float_t iU ,
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| 275 |
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Float_t iUPhi ,
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| 276 |
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Float_t iTKSumEt,
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| 277 |
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Float_t iTKU ,
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| 278 |
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Float_t iTKUPhi ,
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| 279 |
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Float_t iNPSumEt,
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| 280 |
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Float_t iNPU ,
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| 281 |
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Float_t iNPUPhi ,
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| 282 |
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Float_t iPUSumEt,
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| 283 |
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Float_t iPUMet ,
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| 284 |
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Float_t iPUMetPhi,
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| 285 |
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Float_t iPCSumEt,
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| 286 |
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Float_t iPCU ,
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| 287 |
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Float_t iPCUPhi ,
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| 288 |
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Float_t iJSPt1 ,
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| 289 |
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Float_t iJSEta1 ,
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| 290 |
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Float_t iJSPhi1 ,
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| 291 |
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Float_t iJSPt2 ,
|
| 292 |
|
|
Float_t iJSEta2 ,
|
| 293 |
|
|
Float_t iJSPhi2 ,
|
| 294 |
|
|
Float_t iNAllJet,
|
| 295 |
|
|
Float_t iNJet ,
|
| 296 |
|
|
Float_t iNPV
|
| 297 |
|
|
){
|
| 298 |
|
|
|
| 299 |
|
|
if (!fIsInitialized) {
|
| 300 |
|
|
std::cout << "Error: MVA Met not properly initialized.\n";
|
| 301 |
|
|
return -9999;
|
| 302 |
|
|
}
|
| 303 |
pharris |
1.5 |
|
| 304 |
|
|
fSumEt = iPFSumEt;
|
| 305 |
pharris |
1.1 |
fU = iU ;
|
| 306 |
|
|
fUPhi = iUPhi ;
|
| 307 |
|
|
fTKSumEt = iTKSumEt/iPFSumEt;
|
| 308 |
|
|
fTKU = iTKU ;
|
| 309 |
|
|
fTKUPhi = iTKUPhi ;
|
| 310 |
|
|
fNPSumEt = iNPSumEt/iPFSumEt;
|
| 311 |
|
|
fNPU = iNPU ;
|
| 312 |
|
|
fNPUPhi = iNPUPhi ;
|
| 313 |
|
|
fPUSumEt = iPUSumEt/iPFSumEt;
|
| 314 |
|
|
fPUMet = iPUMet ;
|
| 315 |
|
|
fPUMetPhi = iPUMetPhi;
|
| 316 |
|
|
fPCSumEt = iPCSumEt/iPFSumEt;
|
| 317 |
|
|
fPCU = iPCU ;
|
| 318 |
|
|
fPCUPhi = iPCUPhi ;
|
| 319 |
|
|
fJSPt1 = iJSPt1 ;
|
| 320 |
|
|
fJSEta1 = iJSEta1 ;
|
| 321 |
|
|
fJSPhi1 = iJSPhi1 ;
|
| 322 |
|
|
fJSPt2 = iJSPt2 ;
|
| 323 |
|
|
fJSEta2 = iJSEta2 ;
|
| 324 |
|
|
fJSPhi2 = iJSPhi2 ;
|
| 325 |
|
|
fNAllJet = iNAllJet;
|
| 326 |
|
|
fNJet = iNJet ;
|
| 327 |
|
|
fNPV = iNPV ;
|
| 328 |
pharris |
1.5 |
|
| 329 |
pharris |
1.1 |
Double_t lMVA = -9999;
|
| 330 |
pharris |
1.2 |
lMVA = evaluatePhi();
|
| 331 |
pharris |
1.1 |
if(!iPhi) fUPhiMVA = iUPhi+lMVA;
|
| 332 |
pharris |
1.2 |
//Not no nice feature of the training
|
| 333 |
pharris |
1.4 |
//fTKSumEt /= iPFSumEt;
|
| 334 |
|
|
//fNPSumEt /= iPFSumEt;
|
| 335 |
|
|
//fPUSumEt /= iPFSumEt;
|
| 336 |
|
|
//fPCSumEt /= iPFSumEt;
|
| 337 |
pharris |
1.2 |
if(!iPhi) lMVA = evaluateU1();
|
| 338 |
pharris |
1.1 |
return lMVA;
|
| 339 |
|
|
}
|
| 340 |
|
|
//--------------------------------------------------------------------------------------------------
|
| 341 |
|
|
//====> Please not that the jet collection must be cleaned => all jets near leptons must be removed
|
| 342 |
|
|
Met MVAMet::GetMet( Bool_t iPhi,Float_t iPtVis,Float_t iPhiVis,Float_t iSumEtVis,
|
| 343 |
|
|
const PFMet *iMet ,
|
| 344 |
pharris |
1.3 |
const PFCandidateCol *iCands,
|
| 345 |
|
|
const Vertex *iVertex,const VertexCol *iVertices,
|
| 346 |
pharris |
1.1 |
const PFJetCol *iJets ,
|
| 347 |
|
|
FactorizedJetCorrector *iJetCorrector,
|
| 348 |
|
|
const PileupEnergyDensityCol *iPUEnergyDensity,
|
| 349 |
|
|
int iNPV,
|
| 350 |
|
|
Bool_t printDebug) {
|
| 351 |
pharris |
1.14 |
|
| 352 |
|
|
int lNPV = 0;
|
| 353 |
|
|
for(unsigned int i0 = 0; i0 < iVertices->GetEntries(); i0++) {
|
| 354 |
|
|
const Vertex *lPV = iVertices->At(i0);
|
| 355 |
|
|
if(lPV->Ndof() < 4.0) continue;
|
| 356 |
|
|
if(fabs(lPV->Z()) > 24.) continue;
|
| 357 |
|
|
if(lPV->Position().Rho() > 2.) continue;
|
| 358 |
|
|
lNPV++;
|
| 359 |
|
|
}
|
| 360 |
pharris |
1.1 |
|
| 361 |
pharris |
1.7 |
Met lPFRec = fRecoilTools->pfRecoil (iPtVis,iPhiVis,iSumEtVis,iCands);
|
| 362 |
pharris |
1.1 |
Met lTKRec = fRecoilTools->trackRecoil(iPtVis,iPhiVis,iSumEtVis,iCands,iVertex);
|
| 363 |
pharris |
1.3 |
Met lNPRec = fRecoilTools->NoPURecoil (iPtVis,iPhiVis,iSumEtVis,iJets,iJetCorrector,iPUEnergyDensity,iCands,iVertex,iVertices);
|
| 364 |
|
|
Met lPCRec = fRecoilTools->PUCRecoil (iPtVis,iPhiVis,iSumEtVis,iJets,iJetCorrector,iPUEnergyDensity,iCands,iVertex,iVertices);
|
| 365 |
|
|
Met lPUMet = fRecoilTools->PUMet (iJets,iJetCorrector,iPUEnergyDensity,iCands,iVertex,iVertices);
|
| 366 |
pharris |
1.1 |
|
| 367 |
|
|
Double_t lPt0 = 0; const PFJet *lLead = 0;
|
| 368 |
|
|
Double_t lPt1 = 0; const PFJet *l2nd = 0;
|
| 369 |
|
|
int lNAllJet = 0;
|
| 370 |
|
|
int lNJet = 0;
|
| 371 |
|
|
for(unsigned int i0 = 0; i0 < iJets->GetEntries(); i0++) {
|
| 372 |
|
|
const PFJet *pJet = iJets->At(i0);
|
| 373 |
|
|
Double_t pPt = fRecoilTools->fJetIDMVA->correctedPt(pJet,iJetCorrector,iPUEnergyDensity);
|
| 374 |
|
|
if(!JetTools::passPFLooseId(pJet)) continue;
|
| 375 |
pharris |
1.16 |
if(f42 && pPt > 1.) lNAllJet++;
|
| 376 |
|
|
if(!f42) lNAllJet++;
|
| 377 |
pharris |
1.1 |
if(pPt > 30) lNJet++;
|
| 378 |
|
|
if(lPt0 < pPt) {lPt0 = pPt; lLead = pJet; continue;}
|
| 379 |
|
|
if(lPt1 < pPt) {lPt1 = pPt; l2nd = pJet; continue;}
|
| 380 |
|
|
}
|
| 381 |
pharris |
1.5 |
|
| 382 |
|
|
fSumEt = lPFRec.SumEt();
|
| 383 |
pharris |
1.1 |
fU = lPFRec.Pt();
|
| 384 |
|
|
fUPhi = lPFRec.Phi();
|
| 385 |
|
|
fTKSumEt = lTKRec.SumEt()/lPFRec.SumEt();
|
| 386 |
|
|
fTKU = lTKRec.Pt();
|
| 387 |
|
|
fTKUPhi = lTKRec.Phi();
|
| 388 |
|
|
fNPSumEt = lNPRec.SumEt()/lPFRec.SumEt();
|
| 389 |
|
|
fNPU = lNPRec.Pt();
|
| 390 |
|
|
fNPUPhi = lNPRec.Phi();
|
| 391 |
|
|
fPUSumEt = lPUMet.SumEt()/lPFRec.SumEt();
|
| 392 |
|
|
fPUMet = lPUMet.Pt();
|
| 393 |
|
|
fPUMetPhi = lPUMet.Phi();
|
| 394 |
|
|
fPCSumEt = lPCRec.SumEt()/lPFRec.SumEt();
|
| 395 |
|
|
fPCU = lPCRec.Pt() ;
|
| 396 |
|
|
fPCUPhi = lPCRec.Phi() ;
|
| 397 |
|
|
fJSPt1 = lPt0;
|
| 398 |
|
|
fJSEta1 = 0; if(lLead != 0) fJSEta1 = lLead->Eta();
|
| 399 |
|
|
fJSPhi1 = 0; if(lLead != 0) fJSPhi1 = lLead->Phi();
|
| 400 |
|
|
fJSPt2 = lPt1;
|
| 401 |
|
|
fJSEta2 = 0; if(l2nd != 0) fJSEta2 = l2nd ->Eta();
|
| 402 |
|
|
fJSPhi2 = 0; if(l2nd != 0) fJSPhi2 = l2nd ->Phi();
|
| 403 |
|
|
fNJet = lNJet ;
|
| 404 |
|
|
fNAllJet = lNAllJet;
|
| 405 |
pharris |
1.14 |
fNPV = lNPV ;
|
| 406 |
pharris |
1.5 |
Float_t lMVA = evaluatePhi();
|
| 407 |
|
|
if(!iPhi) fUPhiMVA = fUPhi + lMVA;
|
| 408 |
pharris |
1.1 |
//Not no nice feature of teh training
|
| 409 |
pharris |
1.4 |
//fTKSumEt /= lPFRec.SumEt();
|
| 410 |
|
|
//fNPSumEt /= lPFRec.SumEt();
|
| 411 |
|
|
//fPUSumEt /= lPFRec.SumEt();
|
| 412 |
|
|
//fPCSumEt /= lPFRec.SumEt();
|
| 413 |
pharris |
1.7 |
if(!iPhi) lMVA = evaluateU1();//fU1Reader ->EvaluateMVA( fU1MethodName );
|
| 414 |
|
|
fUMVA = fU*lMVA;
|
| 415 |
|
|
|
| 416 |
|
|
TLorentzVector lUVec(0,0,0,0); lUVec .SetPtEtaPhiM(fUMVA,0,fUPhiMVA,0);
|
| 417 |
pharris |
1.1 |
TLorentzVector lVVec(0,0,0,0); lVVec .SetPtEtaPhiM(iPtVis ,0,iPhiVis ,0);
|
| 418 |
|
|
if(lMVA < 0) lUVec .RotateZ(TMath::Pi());
|
| 419 |
|
|
lUVec -= lVVec;
|
| 420 |
|
|
Met lMet(lUVec.Px(),lUVec.Py());
|
| 421 |
pharris |
1.5 |
|
| 422 |
pharris |
1.4 |
//TMatrixD lCov(2,2);
|
| 423 |
|
|
//Covariance matrix perpendicular and parallel to the recoil (sort of correct)
|
| 424 |
|
|
double lCovU1 = evaluateCovU1();
|
| 425 |
|
|
double lCovU2 = evaluateCovU2();
|
| 426 |
|
|
|
| 427 |
|
|
double lCos2 = cos(fUPhiMVA)*cos(fUPhiMVA);
|
| 428 |
|
|
double lSin2 = sin(fUPhiMVA)*sin(fUPhiMVA);
|
| 429 |
pharris |
1.5 |
|
| 430 |
pharris |
1.4 |
//Now Compute teh covariance matrix in X and Y
|
| 431 |
pharris |
1.5 |
(*fCov)(0,0) = lCovU1*lCos2+lCovU2*lSin2;
|
| 432 |
|
|
(*fCov)(1,0) = -lCovU1*sin(fUPhiMVA)*cos(fUPhiMVA)+lCovU2*sin(fUPhiMVA)*cos(fUPhiMVA);
|
| 433 |
|
|
(*fCov)(0,1) = (*fCov)(1,0);
|
| 434 |
|
|
(*fCov)(1,1) = lCovU1*lSin2+lCovU2*lCos2;
|
| 435 |
pharris |
1.10 |
TMatrixD lInv(2,2);
|
| 436 |
|
|
lInv(0,0) = (*fCov)(0,0); lInv(1,1) = (*fCov)(1,1); lInv(1,0) = (*fCov)(1,0); lInv(0,1) = (*fCov)(0,1);
|
| 437 |
|
|
if(lInv.Determinant() != 0) lInv.Invert();
|
| 438 |
|
|
fSignificance = TMath::Sqrt(lUVec.Px()*lUVec.Px()*(lInv)(0,0) + 2.*lUVec.Px()*lUVec.Py()*(lInv)(1,0) + lUVec.Py()*lUVec.Py()*(lInv)(1,1));
|
| 439 |
|
|
fUncertainty = sqrt(lCovU1+lCovU2);
|
| 440 |
pharris |
1.7 |
|
| 441 |
pharris |
1.1 |
if (printDebug == kTRUE) {
|
| 442 |
ceballos |
1.11 |
std::cout << "Debug Met MVA: "
|
| 443 |
pharris |
1.1 |
<< fU << " : "
|
| 444 |
|
|
<< fUPhi << " : "
|
| 445 |
|
|
<< fTKSumEt << " : "
|
| 446 |
|
|
<< fTKU << " : "
|
| 447 |
|
|
<< fTKUPhi << " : "
|
| 448 |
|
|
<< fNPSumEt << " : "
|
| 449 |
|
|
<< fNPU << " : "
|
| 450 |
|
|
<< fNPUPhi << " : "
|
| 451 |
|
|
<< fPUSumEt << " : "
|
| 452 |
|
|
<< fPUMet << " : "
|
| 453 |
|
|
<< fPUMetPhi << " : "
|
| 454 |
|
|
<< fPCUPhi << " : "
|
| 455 |
|
|
<< fPCSumEt << " : "
|
| 456 |
|
|
<< fPCU << " : "
|
| 457 |
|
|
<< fPCUPhi << " : "
|
| 458 |
|
|
<< fJSPt1 << " : "
|
| 459 |
|
|
<< fJSEta1 << " : "
|
| 460 |
|
|
<< fJSPhi1 << " : "
|
| 461 |
|
|
<< fJSPt2 << " : "
|
| 462 |
|
|
<< fJSEta2 << " : "
|
| 463 |
|
|
<< fJSPhi2 << " : "
|
| 464 |
|
|
<< fNJet << " : "
|
| 465 |
|
|
<< fNAllJet << " : "
|
| 466 |
|
|
<< fNPV << " : "
|
| 467 |
|
|
<< " === : === "
|
| 468 |
ceballos |
1.12 |
<< lMet.Pt() << " : "
|
| 469 |
|
|
<< lMet.Phi() << " : "
|
| 470 |
pharris |
1.1 |
<< std::endl;
|
| 471 |
|
|
}
|
| 472 |
|
|
|
| 473 |
|
|
return lMet;
|
| 474 |
|
|
}
|
| 475 |
pharris |
1.2 |
//--------------------------------------------------------------------------------------------------
|
| 476 |
|
|
//====> Please not that the jet collection must be cleaned => all jets near leptons must be removed
|
| 477 |
|
|
//====> Corrected Jets
|
| 478 |
|
|
Met MVAMet::GetMet( Bool_t iPhi,Float_t iPtVis,Float_t iPhiVis,Float_t iSumEtVis,
|
| 479 |
|
|
const PFMet *iMet ,
|
| 480 |
pharris |
1.3 |
const PFCandidateCol *iCands,
|
| 481 |
pharris |
1.7 |
const Vertex *iVertex ,const VertexCol *iVertices,Double_t iRho,
|
| 482 |
pharris |
1.2 |
const PFJetCol *iJets ,
|
| 483 |
|
|
int iNPV,
|
| 484 |
|
|
Bool_t printDebug) {
|
| 485 |
pharris |
1.14 |
|
| 486 |
|
|
int lNPV = 0;
|
| 487 |
|
|
for(unsigned int i0 = 0; i0 < iVertices->GetEntries(); i0++) {
|
| 488 |
|
|
const Vertex *lPV = iVertices->At(i0);
|
| 489 |
|
|
if(lPV->Ndof() < 4.0) continue;
|
| 490 |
|
|
if(fabs(lPV->Z()) > 24.) continue;
|
| 491 |
|
|
if(lPV->Position().Rho() > 2.) continue;
|
| 492 |
|
|
lNPV++;
|
| 493 |
|
|
}
|
| 494 |
|
|
|
| 495 |
pharris |
1.7 |
Met lPFRec = fRecoilTools->pfRecoil (iPtVis,iPhiVis,iSumEtVis,iCands);
|
| 496 |
pharris |
1.3 |
Met lTKRec = fRecoilTools->trackRecoil(iPtVis,iPhiVis,iSumEtVis, iCands,iVertex);
|
| 497 |
pharris |
1.7 |
Met lNPRec = fRecoilTools->NoPURecoil (iPtVis,iPhiVis,iSumEtVis,iJets,iCands,iVertex,iVertices,iRho);
|
| 498 |
|
|
Met lPCRec = fRecoilTools->PUCRecoil (iPtVis,iPhiVis,iSumEtVis,iJets,iCands,iVertex,iVertices,iRho);
|
| 499 |
|
|
Met lPUMet = fRecoilTools->PUMet ( iJets,iCands,iVertex,iVertices,iRho);
|
| 500 |
pharris |
1.2 |
|
| 501 |
|
|
Double_t lPt0 = 0; const PFJet *lLead = 0;
|
| 502 |
|
|
Double_t lPt1 = 0; const PFJet *l2nd = 0;
|
| 503 |
|
|
int lNAllJet = 0;
|
| 504 |
|
|
int lNJet = 0;
|
| 505 |
|
|
for(unsigned int i0 = 0; i0 < iJets->GetEntries(); i0++) {
|
| 506 |
|
|
const PFJet *pJet = iJets->At(i0);
|
| 507 |
|
|
Double_t pPt = pJet->Pt();
|
| 508 |
|
|
if(!JetTools::passPFLooseId(pJet)) continue;
|
| 509 |
pharris |
1.16 |
if(f42 && pPt > 1.) lNAllJet++;
|
| 510 |
|
|
if(!f42) lNAllJet++;
|
| 511 |
pharris |
1.2 |
if(pPt > 30) lNJet++;
|
| 512 |
|
|
if(lPt0 < pPt) {lPt0 = pPt; lLead = pJet; continue;}
|
| 513 |
|
|
if(lPt1 < pPt) {lPt1 = pPt; l2nd = pJet; continue;}
|
| 514 |
|
|
}
|
| 515 |
|
|
|
| 516 |
pharris |
1.5 |
fSumEt = lPFRec.SumEt();
|
| 517 |
pharris |
1.2 |
fU = lPFRec.Pt();
|
| 518 |
|
|
fUPhi = lPFRec.Phi();
|
| 519 |
|
|
fTKSumEt = lTKRec.SumEt()/lPFRec.SumEt();
|
| 520 |
|
|
fTKU = lTKRec.Pt();
|
| 521 |
|
|
fTKUPhi = lTKRec.Phi();
|
| 522 |
|
|
fNPSumEt = lNPRec.SumEt()/lPFRec.SumEt();
|
| 523 |
|
|
fNPU = lNPRec.Pt();
|
| 524 |
|
|
fNPUPhi = lNPRec.Phi();
|
| 525 |
|
|
fPUSumEt = lPUMet.SumEt()/lPFRec.SumEt();
|
| 526 |
|
|
fPUMet = lPUMet.Pt();
|
| 527 |
|
|
fPUMetPhi = lPUMet.Phi();
|
| 528 |
|
|
fPCSumEt = lPCRec.SumEt()/lPFRec.SumEt();
|
| 529 |
|
|
fPCU = lPCRec.Pt() ;
|
| 530 |
|
|
fPCUPhi = lPCRec.Phi() ;
|
| 531 |
|
|
fJSPt1 = lPt0;
|
| 532 |
|
|
fJSEta1 = 0; if(lLead != 0) fJSEta1 = lLead->Eta();
|
| 533 |
|
|
fJSPhi1 = 0; if(lLead != 0) fJSPhi1 = lLead->Phi();
|
| 534 |
|
|
fJSPt2 = lPt1;
|
| 535 |
|
|
fJSEta2 = 0; if(l2nd != 0) fJSEta2 = l2nd ->Eta();
|
| 536 |
|
|
fJSPhi2 = 0; if(l2nd != 0) fJSPhi2 = l2nd ->Phi();
|
| 537 |
|
|
fNJet = lNJet ;
|
| 538 |
|
|
fNAllJet = lNAllJet;
|
| 539 |
pharris |
1.14 |
fNPV = lNPV ;
|
| 540 |
pharris |
1.7 |
|
| 541 |
pharris |
1.2 |
Float_t lMVA = evaluatePhi();
|
| 542 |
|
|
|
| 543 |
|
|
if(!iPhi) fUPhiMVA = fUPhi + lMVA;
|
| 544 |
|
|
//Not no nice feature of teh training
|
| 545 |
pharris |
1.4 |
//fTKSumEt /= lPFRec.SumEt();
|
| 546 |
|
|
//fNPSumEt /= lPFRec.SumEt();
|
| 547 |
|
|
//fPUSumEt /= lPFRec.SumEt();
|
| 548 |
|
|
//fPCSumEt /= lPFRec.SumEt();
|
| 549 |
pharris |
1.7 |
if(!iPhi) lMVA = evaluateU1();//fU1Reader ->EvaluateMVA( fU1MethodName );
|
| 550 |
|
|
fUMVA = lMVA*fU;
|
| 551 |
|
|
|
| 552 |
|
|
TLorentzVector lUVec(0,0,0,0); lUVec .SetPtEtaPhiM(fUMVA ,0,fUPhiMVA,0);
|
| 553 |
pharris |
1.2 |
TLorentzVector lVVec(0,0,0,0); lVVec .SetPtEtaPhiM(iPtVis ,0,iPhiVis ,0);
|
| 554 |
|
|
if(lMVA < 0) lUVec .RotateZ(TMath::Pi());
|
| 555 |
|
|
lUVec -= lVVec;
|
| 556 |
|
|
Met lMet(lUVec.Px(),lUVec.Py());
|
| 557 |
pharris |
1.4 |
//Cov matrix
|
| 558 |
|
|
double lCovU1 = evaluateCovU1();
|
| 559 |
|
|
double lCovU2 = evaluateCovU2();
|
| 560 |
|
|
|
| 561 |
|
|
double lCos2 = cos(fUPhiMVA)*cos(fUPhiMVA);
|
| 562 |
|
|
double lSin2 = sin(fUPhiMVA)*sin(fUPhiMVA);
|
| 563 |
|
|
|
| 564 |
|
|
//Now Compute teh covariance matrix in X and Y
|
| 565 |
pharris |
1.5 |
(*fCov)(0,0) = lCovU1*lCos2+lCovU2*lSin2;
|
| 566 |
|
|
(*fCov)(1,0) = -lCovU1*sin(fUPhiMVA)*cos(fUPhiMVA)+lCovU2*sin(fUPhiMVA)*cos(fUPhiMVA);
|
| 567 |
|
|
(*fCov)(0,1) = (*fCov)(1,0);
|
| 568 |
|
|
(*fCov)(1,1) = lCovU1*lSin2+lCovU2*lCos2;
|
| 569 |
pharris |
1.10 |
TMatrixD lInv(2,2);
|
| 570 |
|
|
lInv(0,0) = (*fCov)(0,0); lInv(1,1) = (*fCov)(1,1); lInv(1,0) = (*fCov)(1,0); lInv(0,1) = (*fCov)(0,1);
|
| 571 |
|
|
if(lInv.Determinant() != 0) lInv.Invert();
|
| 572 |
|
|
fSignificance = TMath::Sqrt(lUVec.Px()*lUVec.Px()*(lInv)(0,0) + 2.*lUVec.Px()*lUVec.Py()*(lInv)(1,0) + lUVec.Py()*lUVec.Py()*(lInv)(1,1));
|
| 573 |
|
|
fUncertainty = sqrt(lCovU1+lCovU2);
|
| 574 |
pharris |
1.2 |
|
| 575 |
|
|
if (printDebug == kTRUE) {
|
| 576 |
ceballos |
1.11 |
std::cout << "Debug Met MVA: "
|
| 577 |
pharris |
1.2 |
<< fU << " : "
|
| 578 |
|
|
<< fUPhi << " : "
|
| 579 |
|
|
<< fTKSumEt << " : "
|
| 580 |
|
|
<< fTKU << " : "
|
| 581 |
|
|
<< fTKUPhi << " : "
|
| 582 |
|
|
<< fNPSumEt << " : "
|
| 583 |
|
|
<< fNPU << " : "
|
| 584 |
|
|
<< fNPUPhi << " : "
|
| 585 |
|
|
<< fPUSumEt << " : "
|
| 586 |
|
|
<< fPUMet << " : "
|
| 587 |
|
|
<< fPUMetPhi << " : "
|
| 588 |
|
|
<< fPCUPhi << " : "
|
| 589 |
|
|
<< fPCSumEt << " : "
|
| 590 |
|
|
<< fPCU << " : "
|
| 591 |
|
|
<< fPCUPhi << " : "
|
| 592 |
|
|
<< fJSPt1 << " : "
|
| 593 |
|
|
<< fJSEta1 << " : "
|
| 594 |
|
|
<< fJSPhi1 << " : "
|
| 595 |
|
|
<< fJSPt2 << " : "
|
| 596 |
|
|
<< fJSEta2 << " : "
|
| 597 |
|
|
<< fJSPhi2 << " : "
|
| 598 |
|
|
<< fNJet << " : "
|
| 599 |
|
|
<< fNAllJet << " : "
|
| 600 |
|
|
<< fNPV << " : "
|
| 601 |
|
|
<< " === : === "
|
| 602 |
ceballos |
1.12 |
<< lMet.Pt() << " : "
|
| 603 |
|
|
<< lMet.Phi() << " : "
|
| 604 |
pharris |
1.2 |
<< std::endl;
|
| 605 |
|
|
}
|
| 606 |
|
|
|
| 607 |
|
|
return lMet;
|
| 608 |
|
|
}
|
| 609 |
|
|
//--------------------------------------------------------------------------------------------------
|
| 610 |
pharris |
1.1 |
//Interms of the two candidates
|
| 611 |
|
|
Met MVAMet::GetMet( Bool_t iPhi,
|
| 612 |
|
|
Float_t iPt1,Float_t iPhi1,Float_t iEta1,
|
| 613 |
|
|
Float_t iPt2,Float_t iPhi2,Float_t iEta2,
|
| 614 |
|
|
const PFMet *iMet ,
|
| 615 |
pharris |
1.3 |
const PFCandidateCol *iCands,
|
| 616 |
|
|
const Vertex *iVertex,const VertexCol *iVertices,
|
| 617 |
pharris |
1.1 |
const PFJetCol *iJets ,
|
| 618 |
|
|
FactorizedJetCorrector *iJetCorrector,
|
| 619 |
|
|
const PileupEnergyDensityCol *iPUEnergyDensity,
|
| 620 |
|
|
int iNPV,
|
| 621 |
|
|
Bool_t printDebug) {
|
| 622 |
pharris |
1.14 |
|
| 623 |
|
|
int lNPV = 0;
|
| 624 |
|
|
for(unsigned int i0 = 0; i0 < iVertices->GetEntries(); i0++) {
|
| 625 |
|
|
const Vertex *lPV = iVertices->At(i0);
|
| 626 |
|
|
if(lPV->Ndof() < 4.0) continue;
|
| 627 |
|
|
if(fabs(lPV->Z()) > 24.) continue;
|
| 628 |
|
|
if(lPV->Position().Rho() > 2.) continue;
|
| 629 |
|
|
lNPV++;
|
| 630 |
|
|
}
|
| 631 |
ceballos |
1.22 |
|
| 632 |
|
|
TLorentzVector lVVec1(0,0,0,0); lVVec1.SetPtEtaPhiM(iPt1,0,iPhi1 ,0);
|
| 633 |
|
|
TLorentzVector lVVec2(0,0,0,0); lVVec2.SetPtEtaPhiM(iPt2,0,iPhi2 ,0);
|
| 634 |
pharris |
1.1 |
lVVec1+=lVVec2;
|
| 635 |
|
|
Float_t lPtVis = lVVec1.Pt();
|
| 636 |
|
|
Float_t lPhiVis = lVVec1.Phi();
|
| 637 |
|
|
|
| 638 |
pharris |
1.19 |
Met lPFRec = fRecoilTools->pfRecoil (iPhi1,iEta1,iPhi2,iEta2, iCands);
|
| 639 |
|
|
Met lTKRec = fRecoilTools->trackRecoil(iPhi1,iEta1,iPhi2,iEta2, iCands,iVertex);
|
| 640 |
|
|
Met lNPRec = fRecoilTools->NoPURecoil (iPhi1,iEta1,iPhi2,iEta2,iJets,iCands,iVertex,iVertices,iJetCorrector,iPUEnergyDensity);
|
| 641 |
|
|
Met lPCRec = fRecoilTools->PUCRecoil (iPhi1,iEta1,iPhi2,iEta2,iJets,iCands,iVertex,iVertices,iJetCorrector,iPUEnergyDensity);
|
| 642 |
|
|
Met lPUMet = fRecoilTools->PUMet (iPhi1,iEta1,iPhi2,iEta2,iJets,iCands,iVertex,iVertices,iJetCorrector,iPUEnergyDensity);
|
| 643 |
|
|
|
| 644 |
|
|
//double iRho = 1.;
|
| 645 |
|
|
//Float_t lSumEtVis = iPt1 + iPt2;
|
| 646 |
|
|
//Met lPFRec1 = fRecoilTools->pfRecoil (lPtVis,lPhiVis,lSumEtVis,iCands);
|
| 647 |
|
|
//Met lTKRec1 = fRecoilTools->trackRecoil(lPtVis,lPhiVis,lSumEtVis,iCands,iVertex);
|
| 648 |
|
|
//Met lNPRec1 = fRecoilTools->NoPURecoil (lPtVis,lPhiVis,lSumEtVis,iJets,iCands,iVertex,iVertices,iRho,iPhi1,iEta1,iPhi2,iEta2);
|
| 649 |
|
|
//Met lNPRec1 = fRecoilTools->NoPUMet (iJets,iCands,iVertex,iVertices,iRho,iPhi1,iEta1,iPhi2,iEta2);
|
| 650 |
|
|
//Met lPCRec1 = fRecoilTools->PUCRecoil (lPtVis,lPhiVis,lSumEtVis,iJets,iCands,iVertex,iVertices,iRho,iPhi1,iEta1,iPhi2,iEta2);
|
| 651 |
|
|
//Met lPUMet1 = fRecoilTools->PUMet ( iJets,iCands,iVertex,iVertices,iRho,iPhi1,iEta1,iPhi2,iEta2);
|
| 652 |
|
|
|
| 653 |
|
|
//std::cout << " ====> PF => " << lPFRec.Pt() << " -- " << lPFRec1.Pt() << std::endl;
|
| 654 |
|
|
//std::cout << " ====> TK => " << lTKRec.Pt() << " -- " << lTKRec1.Pt() << std::endl;
|
| 655 |
|
|
//std::cout << " ====> NP => " << lNPRec.Pt() << " -- " << lNPRec1.Pt() << std::endl;
|
| 656 |
|
|
//std::cout << " ====> PC => " << lPCRec.Pt() << " -- " << lPCRec1.Pt() << std::endl;
|
| 657 |
|
|
|
| 658 |
pharris |
1.1 |
Double_t lPt0 = 0; const PFJet *lLead = 0;
|
| 659 |
|
|
Double_t lPt1 = 0; const PFJet *l2nd = 0;
|
| 660 |
|
|
int lNAllJet = 0;
|
| 661 |
|
|
int lNJet = 0;
|
| 662 |
|
|
for(unsigned int i0 = 0; i0 < iJets->GetEntries(); i0++) {
|
| 663 |
|
|
const PFJet *pJet = iJets->At(i0);
|
| 664 |
|
|
Double_t pPt = fRecoilTools->fJetIDMVA->correctedPt(pJet,iJetCorrector,iPUEnergyDensity);
|
| 665 |
|
|
double pDEta1 = pJet->Eta() - iEta1;
|
| 666 |
|
|
double pDPhi1 = fabs(pJet->Phi() - iPhi1); if(pDPhi1 > 2.*TMath::Pi()-pDPhi1) pDPhi1 = 2.*TMath::Pi()-pDPhi1;
|
| 667 |
|
|
double pDR1 = sqrt(pDEta1*pDEta1 + pDPhi1*pDPhi1);
|
| 668 |
|
|
if(pDR1 < 0.5) continue;
|
| 669 |
|
|
double pDEta2 = pJet->Eta() - iEta2;
|
| 670 |
|
|
double pDPhi2 = fabs(pJet->Phi() - iPhi2); if(pDPhi2 > 2.*TMath::Pi()-pDPhi2) pDPhi2 = 2.*TMath::Pi()-pDPhi2;
|
| 671 |
|
|
double pDR2 = sqrt(pDEta2*pDEta2 + pDPhi2*pDPhi2);
|
| 672 |
|
|
if(pDR2 < 0.5) continue;
|
| 673 |
|
|
if(!JetTools::passPFLooseId(pJet)) continue;
|
| 674 |
pharris |
1.16 |
if(f42 && pPt > 1.) lNAllJet++;
|
| 675 |
|
|
if(!f42) lNAllJet++;
|
| 676 |
pharris |
1.1 |
if(pPt > 30.) lNJet++;
|
| 677 |
|
|
if(lPt0 < pPt) {lPt0 = pPt; lLead = pJet; continue;}
|
| 678 |
|
|
if(lPt1 < pPt) {lPt1 = pPt; l2nd = pJet; continue;}
|
| 679 |
|
|
}
|
| 680 |
|
|
|
| 681 |
pharris |
1.5 |
fSumEt = lPFRec.SumEt();
|
| 682 |
pharris |
1.1 |
fU = lPFRec.Pt();
|
| 683 |
|
|
fUPhi = lPFRec.Phi();
|
| 684 |
|
|
fTKSumEt = lTKRec.SumEt()/lPFRec.SumEt();
|
| 685 |
|
|
fTKU = lTKRec.Pt();
|
| 686 |
|
|
fTKUPhi = lTKRec.Phi();
|
| 687 |
|
|
fNPSumEt = lNPRec.SumEt()/lPFRec.SumEt();
|
| 688 |
|
|
fNPU = lNPRec.Pt();
|
| 689 |
|
|
fNPUPhi = lNPRec.Phi();
|
| 690 |
|
|
fPUSumEt = lPUMet.SumEt()/lPFRec.SumEt();
|
| 691 |
|
|
fPUMet = lPUMet.Pt();
|
| 692 |
|
|
fPUMetPhi= lPUMet.Phi();
|
| 693 |
|
|
fPCSumEt = lPCRec.SumEt()/lPFRec.SumEt();
|
| 694 |
|
|
fPCU = lPCRec.Pt() ;
|
| 695 |
|
|
fPCUPhi = lPCRec.Phi() ;
|
| 696 |
|
|
fJSPt1 = lPt0;
|
| 697 |
|
|
fJSEta1 = 0; if(lLead != 0) fJSEta1 = lLead->Eta();
|
| 698 |
|
|
fJSPhi1 = 0; if(lLead != 0) fJSPhi1 = lLead->Phi();
|
| 699 |
|
|
fJSPt2 = lPt1;
|
| 700 |
|
|
fJSEta2 = 0; if(l2nd != 0) fJSEta2 = l2nd ->Eta();
|
| 701 |
|
|
fJSPhi2 = 0; if(l2nd != 0) fJSPhi2 = l2nd ->Phi();
|
| 702 |
|
|
fNJet = lNJet ;
|
| 703 |
|
|
fNAllJet = lNAllJet;
|
| 704 |
pharris |
1.14 |
fNPV = lNPV ;
|
| 705 |
pharris |
1.5 |
|
| 706 |
pharris |
1.2 |
Float_t lMVA = evaluatePhi();//fPhiReader ->EvaluateMVA( fPhiMethodName );
|
| 707 |
|
|
if(!iPhi) fUPhiMVA = fUPhi + lMVA;
|
| 708 |
pharris |
1.4 |
//fTKSumEt /= lPFRec.SumEt();
|
| 709 |
|
|
//fNPSumEt /= lPFRec.SumEt();
|
| 710 |
|
|
//fPUSumEt /= lPFRec.SumEt();
|
| 711 |
|
|
//fPCSumEt /= lPFRec.SumEt();
|
| 712 |
pharris |
1.7 |
if(!iPhi) lMVA = evaluateU1();//fU1Reader ->EvaluateMVA( fU1MethodName );
|
| 713 |
|
|
fUMVA = fU*lMVA;
|
| 714 |
|
|
|
| 715 |
|
|
TLorentzVector lUVec (0,0,0,0); lUVec .SetPtEtaPhiM(fUMVA ,0,fUPhiMVA,0);
|
| 716 |
pharris |
1.2 |
TLorentzVector lVVec (0,0,0,0); lVVec .SetPtEtaPhiM(lPtVis ,0,lPhiVis ,0);
|
| 717 |
|
|
if(lMVA < 0) lUVec .RotateZ(TMath::Pi());
|
| 718 |
|
|
lUVec -= lVVec;
|
| 719 |
|
|
Met lMet(lUVec.Px(),lUVec.Py());
|
| 720 |
pharris |
1.4 |
//Cov matrix
|
| 721 |
|
|
double lCovU1 = evaluateCovU1();
|
| 722 |
|
|
double lCovU2 = evaluateCovU2();
|
| 723 |
|
|
|
| 724 |
|
|
double lCos2 = cos(fUPhiMVA)*cos(fUPhiMVA);
|
| 725 |
|
|
double lSin2 = sin(fUPhiMVA)*sin(fUPhiMVA);
|
| 726 |
|
|
|
| 727 |
|
|
//Now Compute teh covariance matrix in X and Y
|
| 728 |
pharris |
1.5 |
(*fCov)(0,0) = lCovU1*lCos2+lCovU2*lSin2;
|
| 729 |
|
|
(*fCov)(1,0) = -lCovU1*sin(fUPhiMVA)*cos(fUPhiMVA)+lCovU2*sin(fUPhiMVA)*cos(fUPhiMVA);
|
| 730 |
|
|
(*fCov)(0,1) = (*fCov)(1,0);
|
| 731 |
|
|
(*fCov)(1,1) = lCovU1*lSin2+lCovU2*lCos2;
|
| 732 |
pharris |
1.10 |
TMatrixD lInv(2,2);
|
| 733 |
|
|
lInv(0,0) = (*fCov)(0,0); lInv(1,1) = (*fCov)(1,1); lInv(1,0) = (*fCov)(1,0); lInv(0,1) = (*fCov)(0,1);
|
| 734 |
|
|
if(lInv.Determinant() != 0) lInv.Invert();
|
| 735 |
|
|
fSignificance = TMath::Sqrt(lUVec.Px()*lUVec.Px()*(lInv)(0,0) + 2.*lUVec.Px()*lUVec.Py()*(lInv)(1,0) + lUVec.Py()*lUVec.Py()*(lInv)(1,1));
|
| 736 |
|
|
fUncertainty = sqrt(lCovU1+lCovU2);
|
| 737 |
|
|
|
| 738 |
pharris |
1.2 |
|
| 739 |
|
|
if (printDebug == kTRUE) {
|
| 740 |
ceballos |
1.11 |
std::cout << "Debug Met MVA: "
|
| 741 |
pharris |
1.14 |
<< fSumEt << " : "
|
| 742 |
pharris |
1.2 |
<< fU << " : "
|
| 743 |
|
|
<< fUPhi << " : "
|
| 744 |
|
|
<< fTKSumEt << " : "
|
| 745 |
|
|
<< fTKU << " : "
|
| 746 |
|
|
<< fTKUPhi << " : "
|
| 747 |
|
|
<< fNPSumEt << " : "
|
| 748 |
|
|
<< fNPU << " : "
|
| 749 |
|
|
<< fNPUPhi << " : "
|
| 750 |
|
|
<< fPUSumEt << " : "
|
| 751 |
|
|
<< fPUMet << " : "
|
| 752 |
|
|
<< fPUMetPhi << " : "
|
| 753 |
|
|
<< fPCSumEt << " : "
|
| 754 |
|
|
<< fPCU << " : "
|
| 755 |
|
|
<< fPCUPhi << " : "
|
| 756 |
|
|
<< fJSPt1 << " : "
|
| 757 |
|
|
<< fJSEta1 << " : "
|
| 758 |
|
|
<< fJSPhi1 << " : "
|
| 759 |
|
|
<< fJSPt2 << " : "
|
| 760 |
|
|
<< fJSEta2 << " : "
|
| 761 |
|
|
<< fJSPhi2 << " : "
|
| 762 |
|
|
<< fNJet << " : "
|
| 763 |
|
|
<< fNAllJet << " : "
|
| 764 |
|
|
<< fNPV << " : "
|
| 765 |
|
|
<< " === : === "
|
| 766 |
ceballos |
1.12 |
<< lMet.Pt() << " : "
|
| 767 |
|
|
<< lMet.Phi() << " : "
|
| 768 |
pharris |
1.2 |
<< std::endl;
|
| 769 |
|
|
}
|
| 770 |
|
|
|
| 771 |
|
|
return lMet;
|
| 772 |
|
|
}
|
| 773 |
|
|
//--------------------------------------------------------------------------------------------------
|
| 774 |
|
|
//Interms of the two candidates => corrected Jets
|
| 775 |
|
|
Met MVAMet::GetMet( Bool_t iPhi,
|
| 776 |
|
|
Float_t iPt1,Float_t iPhi1,Float_t iEta1,
|
| 777 |
|
|
Float_t iPt2,Float_t iPhi2,Float_t iEta2,
|
| 778 |
|
|
const PFMet *iMet ,
|
| 779 |
pharris |
1.3 |
const PFCandidateCol *iCands,
|
| 780 |
pharris |
1.7 |
const Vertex *iVertex,const VertexCol *iVertices,Double_t iRho,
|
| 781 |
pharris |
1.2 |
const PFJetCol *iJets ,
|
| 782 |
|
|
int iNPV,
|
| 783 |
|
|
Bool_t printDebug) {
|
| 784 |
pharris |
1.14 |
int lNPV = 0;
|
| 785 |
|
|
for(unsigned int i0 = 0; i0 < iVertices->GetEntries(); i0++) {
|
| 786 |
|
|
const Vertex *lPV = iVertices->At(i0);
|
| 787 |
|
|
if(lPV->Ndof() < 4.0) continue;
|
| 788 |
|
|
if(fabs(lPV->Z()) > 24.) continue;
|
| 789 |
|
|
if(lPV->Position().Rho() > 2.) continue;
|
| 790 |
|
|
lNPV++;
|
| 791 |
|
|
}
|
| 792 |
pharris |
1.2 |
|
| 793 |
|
|
TLorentzVector lVVec1(0,0,0,0); lVVec1.SetPtEtaPhiM(iPt1,0,iPhi1 ,0);
|
| 794 |
|
|
TLorentzVector lVVec2(0,0,0,0); lVVec2.SetPtEtaPhiM(iPt2,0,iPhi2 ,0);
|
| 795 |
|
|
lVVec1+=lVVec2;
|
| 796 |
|
|
Float_t lPtVis = lVVec1.Pt();
|
| 797 |
|
|
Float_t lPhiVis = lVVec1.Phi();
|
| 798 |
pharris |
1.19 |
|
| 799 |
|
|
Met lPFRec = fRecoilTools->pfRecoil (iPhi1,iEta1,iPhi2,iEta2, iCands);
|
| 800 |
|
|
Met lTKRec = fRecoilTools->trackRecoil(iPhi1,iEta1,iPhi2,iEta2, iCands,iVertex);
|
| 801 |
|
|
Met lNPRec = fRecoilTools->NoPURecoil (iPhi1,iEta1,iPhi2,iEta2,iJets,iCands,iVertex,iVertices); //Not using rho
|
| 802 |
|
|
Met lPCRec = fRecoilTools->PUCRecoil (iPhi1,iEta1,iPhi2,iEta2,iJets,iCands,iVertex,iVertices);
|
| 803 |
ceballos |
1.22 |
Met lPUMet = fRecoilTools->PUMet (iJets,iCands,iVertex,iVertices,iRho,iPhi1,iEta1,iPhi2,iEta2);
|
| 804 |
pharris |
1.2 |
|
| 805 |
|
|
Double_t lPt0 = 0; const PFJet *lLead = 0;
|
| 806 |
|
|
Double_t lPt1 = 0; const PFJet *l2nd = 0;
|
| 807 |
|
|
int lNAllJet = 0;
|
| 808 |
|
|
int lNJet = 0;
|
| 809 |
|
|
for(unsigned int i0 = 0; i0 < iJets->GetEntries(); i0++) {
|
| 810 |
|
|
const PFJet *pJet = iJets->At(i0);
|
| 811 |
|
|
Double_t pPt = pJet->Pt();
|
| 812 |
|
|
double pDEta1 = pJet->Eta() - iEta1;
|
| 813 |
|
|
double pDPhi1 = fabs(pJet->Phi() - iPhi1); if(pDPhi1 > 2.*TMath::Pi()-pDPhi1) pDPhi1 = 2.*TMath::Pi()-pDPhi1;
|
| 814 |
|
|
double pDR1 = sqrt(pDEta1*pDEta1 + pDPhi1*pDPhi1);
|
| 815 |
|
|
if(pDR1 < 0.5) continue;
|
| 816 |
|
|
double pDEta2 = pJet->Eta() - iEta2;
|
| 817 |
|
|
double pDPhi2 = fabs(pJet->Phi() - iPhi2); if(pDPhi2 > 2.*TMath::Pi()-pDPhi2) pDPhi2 = 2.*TMath::Pi()-pDPhi2;
|
| 818 |
|
|
double pDR2 = sqrt(pDEta2*pDEta2 + pDPhi2*pDPhi2);
|
| 819 |
|
|
if(pDR2 < 0.5) continue;
|
| 820 |
|
|
if(!JetTools::passPFLooseId(pJet)) continue;
|
| 821 |
pharris |
1.16 |
if(f42 && pPt > 1.) lNAllJet++;
|
| 822 |
|
|
if(!f42) lNAllJet++;
|
| 823 |
pharris |
1.2 |
if(pPt > 30.) lNJet++;
|
| 824 |
|
|
if(lPt0 < pPt) {lPt0 = pPt; lLead = pJet; continue;}
|
| 825 |
|
|
if(lPt1 < pPt) {lPt1 = pPt; l2nd = pJet; continue;}
|
| 826 |
|
|
}
|
| 827 |
pharris |
1.5 |
fSumEt = lPFRec.SumEt();
|
| 828 |
pharris |
1.2 |
fU = lPFRec.Pt();
|
| 829 |
|
|
fUPhi = lPFRec.Phi();
|
| 830 |
|
|
fTKSumEt = lTKRec.SumEt()/lPFRec.SumEt();
|
| 831 |
|
|
fTKU = lTKRec.Pt();
|
| 832 |
|
|
fTKUPhi = lTKRec.Phi();
|
| 833 |
|
|
fNPSumEt = lNPRec.SumEt()/lPFRec.SumEt();
|
| 834 |
|
|
fNPU = lNPRec.Pt();
|
| 835 |
|
|
fNPUPhi = lNPRec.Phi();
|
| 836 |
|
|
fPUSumEt = lPUMet.SumEt()/lPFRec.SumEt();
|
| 837 |
|
|
fPUMet = lPUMet.Pt();
|
| 838 |
|
|
fPUMetPhi= lPUMet.Phi();
|
| 839 |
|
|
fPCSumEt = lPCRec.SumEt()/lPFRec.SumEt();
|
| 840 |
|
|
fPCU = lPCRec.Pt() ;
|
| 841 |
|
|
fPCUPhi = lPCRec.Phi() ;
|
| 842 |
|
|
fJSPt1 = lPt0;
|
| 843 |
|
|
fJSEta1 = 0; if(lLead != 0) fJSEta1 = lLead->Eta();
|
| 844 |
|
|
fJSPhi1 = 0; if(lLead != 0) fJSPhi1 = lLead->Phi();
|
| 845 |
|
|
fJSPt2 = lPt1;
|
| 846 |
|
|
fJSEta2 = 0; if(l2nd != 0) fJSEta2 = l2nd ->Eta();
|
| 847 |
|
|
fJSPhi2 = 0; if(l2nd != 0) fJSPhi2 = l2nd ->Phi();
|
| 848 |
|
|
fNJet = lNJet ;
|
| 849 |
|
|
fNAllJet = lNAllJet;
|
| 850 |
pharris |
1.14 |
fNPV = lNPV ;
|
| 851 |
pharris |
1.2 |
|
| 852 |
|
|
Float_t lMVA = evaluatePhi();//fPhiReader ->EvaluateMVA( fPhiMethodName );
|
| 853 |
pharris |
1.1 |
|
| 854 |
|
|
if(!iPhi) fUPhiMVA = fUPhi + lMVA;
|
| 855 |
pharris |
1.4 |
//fTKSumEt /= lPFRec.SumEt();
|
| 856 |
|
|
//fNPSumEt /= lPFRec.SumEt();
|
| 857 |
|
|
//fPUSumEt /= lPFRec.SumEt();
|
| 858 |
|
|
//fPCSumEt /= lPFRec.SumEt();
|
| 859 |
pharris |
1.7 |
if(!iPhi) lMVA = evaluateU1();//fU1Reader ->EvaluateMVA( fU1MethodName );
|
| 860 |
|
|
fUMVA = lMVA*fU;
|
| 861 |
|
|
|
| 862 |
|
|
TLorentzVector lUVec (0,0,0,0); lUVec .SetPtEtaPhiM(fUMVA ,0,fUPhiMVA,0);
|
| 863 |
pharris |
1.1 |
TLorentzVector lVVec (0,0,0,0); lVVec .SetPtEtaPhiM(lPtVis ,0,lPhiVis ,0);
|
| 864 |
pharris |
1.7 |
if(lMVA < 0) lUVec .RotateZ(TMath::Pi());
|
| 865 |
pharris |
1.1 |
lUVec -= lVVec;
|
| 866 |
|
|
Met lMet(lUVec.Px(),lUVec.Py());
|
| 867 |
pharris |
1.4 |
//Cov matrix
|
| 868 |
|
|
double lCovU1 = evaluateCovU1();
|
| 869 |
|
|
double lCovU2 = evaluateCovU2();
|
| 870 |
|
|
|
| 871 |
|
|
double lCos2 = cos(fUPhiMVA)*cos(fUPhiMVA);
|
| 872 |
|
|
double lSin2 = sin(fUPhiMVA)*sin(fUPhiMVA);
|
| 873 |
|
|
//Now Compute teh covariance matrix in X and Y
|
| 874 |
pharris |
1.5 |
(*fCov)(0,0) = lCovU1*lCos2+lCovU2*lSin2;
|
| 875 |
|
|
(*fCov)(1,0) = -lCovU1*sin(fUPhiMVA)*cos(fUPhiMVA)+lCovU2*sin(fUPhiMVA)*cos(fUPhiMVA);
|
| 876 |
|
|
(*fCov)(0,1) = (*fCov)(1,0);
|
| 877 |
|
|
(*fCov)(1,1) = lCovU1*lSin2+lCovU2*lCos2;
|
| 878 |
pharris |
1.10 |
TMatrixD lInv(2,2);
|
| 879 |
|
|
lInv(0,0) = (*fCov)(0,0); lInv(1,1) = (*fCov)(1,1); lInv(1,0) = (*fCov)(1,0); lInv(0,1) = (*fCov)(0,1);
|
| 880 |
|
|
if(lInv.Determinant() != 0) lInv.Invert();
|
| 881 |
|
|
fSignificance = TMath::Sqrt(lUVec.Px()*lUVec.Px()*(lInv)(0,0) + 2.*lUVec.Px()*lUVec.Py()*(lInv)(1,0) + lUVec.Py()*lUVec.Py()*(lInv)(1,1));
|
| 882 |
|
|
fUncertainty = sqrt(lCovU1+lCovU2);
|
| 883 |
pharris |
1.7 |
|
| 884 |
pharris |
1.1 |
if (printDebug == kTRUE) {
|
| 885 |
ceballos |
1.11 |
std::cout << "Debug Met MVA: "
|
| 886 |
pharris |
1.1 |
<< fU << " : "
|
| 887 |
|
|
<< fUPhi << " : "
|
| 888 |
|
|
<< fTKSumEt << " : "
|
| 889 |
|
|
<< fTKU << " : "
|
| 890 |
|
|
<< fTKUPhi << " : "
|
| 891 |
|
|
<< fNPSumEt << " : "
|
| 892 |
|
|
<< fNPU << " : "
|
| 893 |
|
|
<< fNPUPhi << " : "
|
| 894 |
|
|
<< fPUSumEt << " : "
|
| 895 |
|
|
<< fPUMet << " : "
|
| 896 |
|
|
<< fPUMetPhi << " : "
|
| 897 |
|
|
<< fPCSumEt << " : "
|
| 898 |
|
|
<< fPCU << " : "
|
| 899 |
|
|
<< fPCUPhi << " : "
|
| 900 |
|
|
<< fJSPt1 << " : "
|
| 901 |
|
|
<< fJSEta1 << " : "
|
| 902 |
|
|
<< fJSPhi1 << " : "
|
| 903 |
|
|
<< fJSPt2 << " : "
|
| 904 |
|
|
<< fJSEta2 << " : "
|
| 905 |
|
|
<< fJSPhi2 << " : "
|
| 906 |
|
|
<< fNJet << " : "
|
| 907 |
|
|
<< fNAllJet << " : "
|
| 908 |
|
|
<< fNPV << " : "
|
| 909 |
|
|
<< " === : === "
|
| 910 |
ceballos |
1.12 |
<< lMet.Pt() << " : "
|
| 911 |
|
|
<< lMet.Phi() << " : "
|
| 912 |
pharris |
1.1 |
<< std::endl;
|
| 913 |
|
|
}
|
| 914 |
|
|
|
| 915 |
|
|
return lMet;
|
| 916 |
|
|
}
|
| 917 |
|
|
|
