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arizzi |
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#ifndef HISTOS_H
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#define HISTOS_H
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#include "VHbbAnalysis/VHbbDataFormats/interface/VHbbEvent.h"
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#include "VHbbAnalysis/VHbbDataFormats/interface/VHbbCandidate.h"
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#include "VHbbAnalysis/VHbbDataFormats/interface/VHbbProxy.h"
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#include "VHbbAnalysis/VHbbDataFormats/interface/CutsAndHistos.h"
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#include <TH1F.h>
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#include "DataFormats/GeometryVector/interface/VectorUtil.h"
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#include "DataFormats/Math/interface/deltaR.h"
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#include <sstream>
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#include "TKey.h"
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#include "TMVA/Reader.h"
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#include "TMVA/Config.h"
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#include "TMVA/Tools.h"
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#include "TMVA/MethodCuts.h"
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class MCHistos : public Histos {
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public:
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virtual void book(TFile &f, std::string suffix) {
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TDirectory *subDir;
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if( ! f.GetDirectory(suffix.c_str()) )
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subDir = f.mkdir(suffix.c_str());
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else
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subDir = f.GetDirectory(suffix.c_str());
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subDir->cd();
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bin_mass = 500;
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min_mass = 0;
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max_mass = 300;
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bin_pt = 500;
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min_pt = 0;
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max_pt = 500;
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bin_hel = 50;
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min_hel = 0;
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max_hel = 1;
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//from MC
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McH_simHMass = new TH1F(("simHiggsMass"+suffix).c_str(),("Sim Higgs Mass ("+suffix+")").c_str(), bin_mass, min_mass, max_mass );
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McH_simHPt = new TH1F(("simHiggsPt"+suffix).c_str(),("Sim Higgs Pt ("+suffix+")").c_str(), bin_pt, min_pt, max_pt );
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McH_simZMass = new TH1F(("simZMass"+suffix).c_str(),("Sim Z Mass ("+suffix+")").c_str(), bin_mass, min_mass, max_mass );
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McH_simZPt = new TH1F(("simZPt"+suffix).c_str(),("Sim Z Pt ("+suffix+")").c_str(), bin_pt, min_pt, max_pt );
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McH_simWMass = new TH1F(("simWMass"+suffix).c_str(),("Sim W Mass ("+suffix+")").c_str(), bin_mass, min_mass, max_mass );
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McH_simWPt = new TH1F(("simWPt"+suffix).c_str(),("Sim W Pt ("+suffix+")").c_str(), bin_pt, min_pt, max_pt );
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}
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virtual void fill(VHbbProxy &iProxy,float w) {
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const VHbbEvent *iEvent = iProxy.getVHbbEvent();
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const VHbbEventAuxInfo *iAuxInfo = iProxy.getVHbbEventAuxInfo();
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if(iAuxInfo)
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{
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//from MC
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if (iAuxInfo->mcH.size()!=0)
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McH_simHMass->Fill(iAuxInfo->mcH[0].p4.M(), w);
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if (iAuxInfo->mcH.size()!=0)
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McH_simHPt->Fill(iAuxInfo->mcH[0].p4.Pt(), w);
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if (iAuxInfo->mcZ.size()!=0)
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McH_simZMass->Fill(iAuxInfo->mcZ[0].p4.M(), w);
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if (iAuxInfo->mcZ.size()!=0)
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McH_simZPt->Fill(iAuxInfo->mcZ[0].p4.Pt(), w);
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if (iAuxInfo->mcW.size()!=0)
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McH_simWMass->Fill(iAuxInfo->mcW[0].p4.M(), w);
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if (iAuxInfo->mcW.size()!=0)
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McH_simWPt->Fill(iAuxInfo->mcW[0].p4.Pt(), w);
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}
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}
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TH1F * McH_simHMass;
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TH1F * McH_simHPt;
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TH1F * McH_simWMass;
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TH1F * McH_simWPt;
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TH1F * McH_simZMass;
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TH1F * McH_simZPt;
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private:
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Int_t bin_mass;
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Double_t min_mass;
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Double_t max_mass;
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Int_t bin_pt;
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Double_t min_pt;
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Double_t max_pt;
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Int_t bin_hel;
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Double_t min_hel;
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Double_t max_hel;
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};
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class BTagHistos : public Histos {
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public:
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virtual void book(TFile &f, std::string suffix) {
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TDirectory *subDir;
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if( ! f.GetDirectory(suffix.c_str()) )
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subDir = f.mkdir(suffix.c_str());
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else
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subDir = f.GetDirectory(suffix.c_str());
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subDir->cd();
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bin_btag_prob = 20;
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min_btag_prob = 0;
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max_btag_prob = 1;
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bin_btag_count = 10;
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min_btag_count = 0;
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max_btag_count = 10;
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//Candidates
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BTagH_bJet1_csv = new TH1F(("BJet1_CSV"+suffix).c_str(),("BJet1 CSV ("+suffix+")").c_str(), bin_btag_prob, min_btag_prob, max_btag_prob );
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BTagH_bJet2_csv = new TH1F(("BJet2_CSV"+suffix).c_str(),("BJet2 CSV ("+suffix+")").c_str(), bin_btag_prob, min_btag_prob, max_btag_prob );
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BTagH_bJet1_csvmva = new TH1F(("BJet1_CSVMVA"+suffix).c_str(),("BJet1 CSVMVA ("+suffix+")").c_str(), bin_btag_prob, min_btag_prob, max_btag_prob );
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BTagH_bJet2_csvmva = new TH1F(("BJet2_CSVMVA"+suffix).c_str(),("BJet2 CSVMVA ("+suffix+")").c_str(), bin_btag_prob, min_btag_prob, max_btag_prob );
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BTagH_bJet1_ssvhe = new TH1F(("BJet1_SSVHE"+suffix).c_str(),("BJet1 SSVHE ("+suffix+")").c_str(), bin_btag_prob, min_btag_prob, max_btag_prob );
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BTagH_bJet2_ssvhe = new TH1F(("BJet2_SSVHE"+suffix).c_str(),("BJet2 SSVHE ("+suffix+")").c_str(), bin_btag_prob, min_btag_prob, max_btag_prob );
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BTagH_bJet1_jpb = new TH1F(("BJet1_JPB"+suffix).c_str(),("BJet1 JPB ("+suffix+")").c_str(), bin_btag_prob, min_btag_prob, max_btag_prob );
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BTagH_bJet2_jpb = new TH1F(("BJet2_JPB"+suffix).c_str(),("BJet2 JPB ("+suffix+")").c_str(), bin_btag_prob, min_btag_prob, max_btag_prob );
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BTagH_bJet1_tche = new TH1F(("BJet1_TCHE"+suffix).c_str(),("BJet1 TCHE ("+suffix+")").c_str(), bin_btag_count, min_btag_count, max_btag_count );
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BTagH_bJet2_tche = new TH1F(("BJet2_TCHE"+suffix).c_str(),("BJet2 TCHE ("+suffix+")").c_str(), bin_btag_count, min_btag_count, max_btag_count );
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BTagH_bJet1_jp = new TH1F(("BJet1_JP"+suffix).c_str(),("BJet1 JP ("+suffix+")").c_str(), bin_btag_prob, min_btag_prob, max_btag_prob );
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BTagH_bJet2_jp = new TH1F(("BJet2_JP"+suffix).c_str(),("BJet2 JP ("+suffix+")").c_str(), bin_btag_prob, min_btag_prob, max_btag_prob );
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BTagH_bJet1_tchp = new TH1F(("BJet1_TCHP"+suffix).c_str(),("BJet1 TCHP ("+suffix+")").c_str(), bin_btag_count, min_btag_count, max_btag_count );
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BTagH_bJet2_tchp = new TH1F(("BJet2_TCHP"+suffix).c_str(),("BJet2 TCHP ("+suffix+")").c_str(), bin_btag_count, min_btag_count, max_btag_count );
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}
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virtual void fill(VHbbProxy &iProxy,float w) {
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const VHbbEvent *iEvent = iProxy.getVHbbEvent();
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const std::vector<VHbbCandidate> *iCand = iProxy.getVHbbCandidate();
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//Candidates
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if(iCand->size() > 0){
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VHbbCandidate::CandidateType iCandType = iCand->at(0).candidateType;
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VHbbCandidate::HiggsCandidate H = iCand->at(0).H;
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BTagH_bJet1_csv->Fill(H.jets.at(0).csv, w);
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BTagH_bJet2_csv->Fill(H.jets.at(1).csv, w);
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BTagH_bJet1_csvmva->Fill(H.jets.at(0).csvmva, w);
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BTagH_bJet2_csvmva->Fill(H.jets.at(1).csvmva, w);
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BTagH_bJet1_ssvhe->Fill(H.jets.at(0).ssvhe, w);
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BTagH_bJet2_ssvhe->Fill(H.jets.at(1).ssvhe, w);
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BTagH_bJet1_tche->Fill(H.jets.at(0).tche, w);
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BTagH_bJet2_tche->Fill(H.jets.at(1).tche, w);
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BTagH_bJet1_tchp->Fill(H.jets.at(0).tchp, w);
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BTagH_bJet2_tchp->Fill(H.jets.at(1).tchp, w);
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BTagH_bJet1_jpb->Fill(H.jets.at(0).jpb, w);
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BTagH_bJet2_jpb->Fill(H.jets.at(1).jpb, w);
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BTagH_bJet1_jp->Fill(H.jets.at(0).jp, w);
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BTagH_bJet2_jp->Fill(H.jets.at(1).jp, w);
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}
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}
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TH1F * BTagH_bJet1_csv;
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TH1F * BTagH_bJet2_csv;
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TH1F * BTagH_bJet1_csvmva;
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TH1F * BTagH_bJet2_csvmva;
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TH1F * BTagH_bJet1_ssvhe;
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TH1F * BTagH_bJet2_ssvhe;
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TH1F * BTagH_bJet1_jpb;
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TH1F * BTagH_bJet2_jpb;
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TH1F * BTagH_bJet1_tche;
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TH1F * BTagH_bJet2_tche;
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TH1F * BTagH_bJet1_jp;
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TH1F * BTagH_bJet2_jp;
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TH1F * BTagH_bJet1_tchp;
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TH1F * BTagH_bJet2_tchp;
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private:
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Int_t bin_btag_prob;
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Double_t min_btag_prob;
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Double_t max_btag_prob;
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Int_t bin_btag_count;
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Double_t min_btag_count;
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Double_t max_btag_count;
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};
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class CountHisto : public Histos {
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virtual void book(TFile &f, std::string suffix) {
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TDirectory *subDir;
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if( ! f.GetDirectory(suffix.c_str()) )
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subDir = f.mkdir(suffix.c_str());
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else
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subDir = f.GetDirectory(suffix.c_str());
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subDir->cd();
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count = new TH1F(("Count"+suffix).c_str(),("Count ("+suffix+")").c_str(), 1,0,2 );
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}
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virtual void fill(VHbbProxy &iProxy,float w) {
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count->Fill(1,w);
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}
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TH1F * count;
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};
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class StandardHistos : public Histos {
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public:
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virtual void book(TFile &f, std::string suffix) {
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TDirectory *subDir;
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if( ! f.GetDirectory(suffix.c_str()) )
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subDir = f.mkdir(suffix.c_str());
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else
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subDir = f.GetDirectory(suffix.c_str());
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subDir->cd();
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bin_mass = 500;
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min_mass = 0;
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max_mass = 300;
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bin_pt = 500;
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min_pt = 0;
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max_pt = 500;
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bin_hel = 50;
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min_hel = 0;
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max_hel = 1;
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bin_btag = 20;
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min_btag = 0;
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max_btag = 1;
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bin_deltaR = bin_deltaPhi = bin_deltaEta = 20;
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min_deltaR = min_deltaPhi = min_deltaEta = 0;
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max_deltaR = max_deltaPhi = max_deltaEta = 5;
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//Candidates
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StH_simpleJet1_pt = new TH1F(("SimpleJet1_pt"+suffix).c_str(),("Simple Jet1 pt ("+suffix+")").c_str(), bin_pt, min_pt, max_pt );
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StH_simpleJet2_pt = new TH1F(("SimpleJet2_pt"+suffix).c_str(),("Simple Jet2 pt ("+suffix+")").c_str(), bin_pt, min_pt, max_pt );
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StH_simpleJet1_bTag = new TH1F(("SimpleJet1_bTag"+suffix).c_str(),("Simple Jet1 bTag ("+suffix+")").c_str(), bin_btag, min_btag, max_btag );
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StH_simpleJet2_bTag = new TH1F(("SimpleJet2_bTag"+suffix).c_str(),("Simple Jet2 bTag ("+suffix+")").c_str(), bin_btag, min_btag, max_btag );
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StH_simpleJets_dR = new TH1F(("SimpleJets_dR"+suffix).c_str(),("Simple Jets deltaR ("+suffix+")").c_str(), bin_deltaR, min_deltaR, max_deltaR );
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StH_simpleJets_dPhi = new TH1F(("SimpleJets_dPhi"+suffix).c_str(),("Simple Jets deltaPhi ("+suffix+")").c_str(), bin_deltaPhi, min_deltaPhi, max_deltaPhi );
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StH_simpleJets_dEta = new TH1F(("SimpleJets_dEta"+suffix).c_str(),("Simple Jets deltaEta ("+suffix+")").c_str(), bin_deltaEta, min_deltaEta, max_deltaEta );
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StH_HMass = new TH1F(("HiggsMass"+suffix).c_str(),(" Higgs Mass ("+suffix+")").c_str(), bin_mass, min_mass, max_mass );
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StH_HPt = new TH1F(("HiggsPt"+suffix).c_str(),(" Higgs Pt ("+suffix+")").c_str(), bin_pt, min_pt, max_pt );
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StH_HHel = new TH1F(("HiggsHel"+suffix).c_str(),("Higgs helicity angle ("+suffix+")").c_str(), bin_hel, min_hel, max_hel );
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StH_HPullAngle = new TH1F(("HiggsPullAngle"+suffix).c_str(),("Higgs pull angle ("+suffix+")").c_str(), bin_deltaPhi, min_deltaPhi, max_deltaPhi );
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StH_ZMass = new TH1F(("ZMass"+suffix).c_str(),(" Z Mass ("+suffix+")").c_str(), bin_mass, min_mass, max_mass );
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StH_ZPt = new TH1F(("ZPt"+suffix).c_str(),(" Z Pt ("+suffix+")").c_str(), bin_pt, min_pt, max_pt );
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StH_ZH_dPhi = new TH1F(("ZH_dPhi"+suffix).c_str(),(" ZH delta Phi ("+suffix+")").c_str(), bin_deltaPhi, min_deltaPhi, max_deltaPhi );
|
| 268 |
|
|
|
| 269 |
|
|
StH_WMass = new TH1F(("WMass"+suffix).c_str(),(" W Mass ("+suffix+")").c_str(), bin_mass, min_mass, max_mass );
|
| 270 |
|
|
StH_WPt = new TH1F(("WPt"+suffix).c_str(),(" W Pt ("+suffix+")").c_str(), bin_pt, min_pt, max_pt );
|
| 271 |
|
|
StH_WH_dPhi = new TH1F(("WH_dPhi"+suffix).c_str(),(" WH delta Phi ("+suffix+")").c_str(), bin_deltaPhi, min_deltaPhi, max_deltaPhi );
|
| 272 |
|
|
|
| 273 |
|
|
}
|
| 274 |
|
|
|
| 275 |
|
|
virtual void fill(VHbbProxy &iProxy,float w) {
|
| 276 |
|
|
|
| 277 |
|
|
const VHbbEvent *iEvent = iProxy.getVHbbEvent();
|
| 278 |
|
|
const std::vector<VHbbCandidate> *iCand = iProxy.getVHbbCandidate();
|
| 279 |
|
|
|
| 280 |
|
|
//Candidates
|
| 281 |
|
|
if(iCand->size() > 0){
|
| 282 |
|
|
VHbbCandidate::CandidateType iCandType = iCand->at(0).candidateType;
|
| 283 |
|
|
VHbbCandidate::HiggsCandidate H = iCand->at(0).H;
|
| 284 |
|
|
VHbbCandidate::VectorCandidate V = iCand->at(0).V;
|
| 285 |
|
|
|
| 286 |
|
|
StH_simpleJet1_pt->Fill(H.jets.at(0).p4.Pt(), w);
|
| 287 |
|
|
StH_simpleJet2_pt->Fill(H.jets.at(1).p4.Pt(), w);
|
| 288 |
|
|
StH_simpleJet1_bTag->Fill(H.jets.at(0).csv, w);
|
| 289 |
|
|
StH_simpleJet2_bTag->Fill(H.jets.at(1).csv, w);
|
| 290 |
|
|
StH_simpleJets_dR->Fill(H.jets.at(0).p4.DeltaR(H.jets.at(1).p4), w);
|
| 291 |
|
|
StH_simpleJets_dPhi->Fill(H.jets.at(0).p4.DeltaPhi(H.jets.at(1).p4), w);
|
| 292 |
|
|
StH_simpleJets_dEta->Fill(TMath::Abs(H.jets.at(0).p4.Eta()-H.jets.at(1).p4.Eta()), w);
|
| 293 |
|
|
|
| 294 |
|
|
StH_HMass->Fill(H.p4.M(), w);
|
| 295 |
|
|
StH_HPt->Fill(H.p4.Pt(), w);
|
| 296 |
|
|
// StH_HHel->Fill(H.hel(), w);
|
| 297 |
|
|
StH_HPullAngle->Fill(H.deltaTheta, w);
|
| 298 |
|
|
|
| 299 |
|
|
if( iCandType == VHbbCandidate::Zmumu || iCandType == VHbbCandidate::Zee || iCandType == VHbbCandidate::Znn ){
|
| 300 |
|
|
StH_ZMass->Fill(V.p4.M(), w);
|
| 301 |
|
|
StH_ZPt->Fill(V.p4.Pt(), w);
|
| 302 |
|
|
StH_ZH_dPhi->Fill(V.p4.DeltaPhi(H.p4.Phi()), w);
|
| 303 |
|
|
}
|
| 304 |
|
|
else if(iCandType == VHbbCandidate::Wen || iCandType == VHbbCandidate::Wmun){
|
| 305 |
|
|
StH_WMass->Fill(V.p4.M(), w);
|
| 306 |
|
|
StH_WPt->Fill(V.p4.Pt(), w);
|
| 307 |
|
|
StH_WH_dPhi->Fill(V.p4.DeltaPhi(H.p4.Phi()), w);
|
| 308 |
|
|
}
|
| 309 |
|
|
|
| 310 |
|
|
}
|
| 311 |
|
|
}
|
| 312 |
|
|
|
| 313 |
|
|
TH1F * StH_simpleJet1_pt;
|
| 314 |
|
|
TH1F * StH_simpleJet2_pt;
|
| 315 |
|
|
TH1F * StH_simpleJet1_bTag;
|
| 316 |
|
|
TH1F * StH_simpleJet2_bTag;
|
| 317 |
|
|
TH1F * StH_simpleJets_dR;
|
| 318 |
|
|
TH1F * StH_simpleJets_dPhi;
|
| 319 |
|
|
TH1F * StH_simpleJets_dEta;
|
| 320 |
|
|
|
| 321 |
|
|
TH1F * StH_HMass;
|
| 322 |
|
|
TH1F * StH_HPt;
|
| 323 |
|
|
TH1F * StH_HHel;
|
| 324 |
|
|
TH1F * StH_HPullAngle;
|
| 325 |
|
|
TH1F * StH_WMass;
|
| 326 |
|
|
TH1F * StH_WPt;
|
| 327 |
|
|
TH1F * StH_WH_dPhi;
|
| 328 |
|
|
TH1F * StH_ZMass;
|
| 329 |
|
|
TH1F * StH_ZPt;
|
| 330 |
|
|
TH1F * StH_ZH_dPhi;
|
| 331 |
|
|
|
| 332 |
|
|
private:
|
| 333 |
|
|
|
| 334 |
|
|
Int_t bin_btag;
|
| 335 |
|
|
Double_t min_btag;
|
| 336 |
|
|
Double_t max_btag;
|
| 337 |
|
|
|
| 338 |
|
|
Int_t bin_deltaEta;
|
| 339 |
|
|
Double_t min_deltaEta;
|
| 340 |
|
|
Double_t max_deltaEta;
|
| 341 |
|
|
|
| 342 |
|
|
Int_t bin_deltaPhi;
|
| 343 |
|
|
Double_t min_deltaPhi;
|
| 344 |
|
|
Double_t max_deltaPhi;
|
| 345 |
|
|
|
| 346 |
|
|
Int_t bin_deltaR;
|
| 347 |
|
|
Double_t min_deltaR;
|
| 348 |
|
|
Double_t max_deltaR;
|
| 349 |
|
|
|
| 350 |
|
|
Int_t bin_mass;
|
| 351 |
|
|
Double_t min_mass;
|
| 352 |
|
|
Double_t max_mass;
|
| 353 |
|
|
|
| 354 |
|
|
Int_t bin_pt;
|
| 355 |
|
|
Double_t min_pt;
|
| 356 |
|
|
Double_t max_pt;
|
| 357 |
|
|
|
| 358 |
|
|
Int_t bin_hel;
|
| 359 |
|
|
Double_t min_hel;
|
| 360 |
|
|
Double_t max_hel;
|
| 361 |
|
|
|
| 362 |
|
|
};
|
| 363 |
|
|
|
| 364 |
|
|
|
| 365 |
|
|
class MVAHistos : public Histos {
|
| 366 |
|
|
|
| 367 |
|
|
public:
|
| 368 |
|
|
MVAHistos( const std::string &channel_):
|
| 369 |
|
|
channel(channel_) {}
|
| 370 |
|
|
|
| 371 |
|
|
virtual void book(TFile &f, std::string suffix) {
|
| 372 |
|
|
|
| 373 |
|
|
// std::clog << "Start booking" << std::endl;
|
| 374 |
|
|
|
| 375 |
|
|
TDirectory *subDir;
|
| 376 |
|
|
if( ! f.GetDirectory(suffix.c_str()) )
|
| 377 |
|
|
subDir = f.mkdir(suffix.c_str());
|
| 378 |
|
|
else
|
| 379 |
|
|
subDir = f.GetDirectory(suffix.c_str());
|
| 380 |
|
|
subDir->cd();
|
| 381 |
|
|
|
| 382 |
|
|
bin_BDT = 100;
|
| 383 |
|
|
min_BDT = -0.8;
|
| 384 |
|
|
max_BDT = 0.8;
|
| 385 |
|
|
|
| 386 |
|
|
MVAH_BDT = new TH1F(("BDT"+suffix).c_str(),(" BDT output ("+suffix+")").c_str(), bin_BDT, min_BDT, max_BDT );
|
| 387 |
|
|
|
| 388 |
|
|
}
|
| 389 |
|
|
|
| 390 |
|
|
virtual void fill(VHbbProxy &iProxy,float w) {
|
| 391 |
|
|
|
| 392 |
|
|
// std::clog << "Start filling" << std::endl;
|
| 393 |
|
|
|
| 394 |
|
|
const VHbbEvent *iEvent = iProxy.getVHbbEvent();
|
| 395 |
|
|
const std::vector<VHbbCandidate> *iCand = iProxy.getVHbbCandidate();
|
| 396 |
|
|
|
| 397 |
|
|
TMVA::Reader * reader = new TMVA::Reader();
|
| 398 |
|
|
|
| 399 |
|
|
float bbMass,bbPt,btag1,btag2,NaddJet,DeltaRbb,helicity,DeltaPhiVH,bPt1,bPt2,VMass,VPt,pullAngle,DeltaEtabb,deltaPhipfMETjet1,deltaPhipfMETjet2,pfMET,pfMETsig;
|
| 400 |
|
|
|
| 401 |
|
|
if(channel == "Zmm"){
|
| 402 |
|
|
reader->AddVariable( "bbMass", &bbMass );
|
| 403 |
|
|
reader->AddVariable( "VMass", &VMass );
|
| 404 |
|
|
reader->AddVariable( "bbPt", &bbPt );
|
| 405 |
|
|
reader->AddVariable( "VPt", &VPt );
|
| 406 |
|
|
reader->AddVariable( "btag1", &btag1 );
|
| 407 |
|
|
reader->AddVariable( "btag2", &btag2 );
|
| 408 |
|
|
reader->AddVariable( "DeltaPhiVH", &DeltaPhiVH);
|
| 409 |
|
|
reader->AddVariable( "DeltaEtabb", &DeltaEtabb);
|
| 410 |
|
|
}
|
| 411 |
|
|
else if(channel == "Zee"){
|
| 412 |
|
|
reader->AddVariable( "bbMass", &bbMass );
|
| 413 |
|
|
reader->AddVariable( "VMass", &VMass );
|
| 414 |
|
|
reader->AddVariable( "bbPt", &bbPt );
|
| 415 |
|
|
reader->AddVariable( "VPt", &VPt );
|
| 416 |
|
|
reader->AddVariable( "btag1", &btag1 );
|
| 417 |
|
|
reader->AddVariable( "btag2", &btag2 );
|
| 418 |
|
|
reader->AddVariable( "DeltaPhiVH", &DeltaPhiVH);
|
| 419 |
|
|
reader->AddVariable( "DeltaEtabb", &DeltaEtabb);
|
| 420 |
|
|
}
|
| 421 |
|
|
else if(channel == "Znn"){
|
| 422 |
|
|
reader->AddVariable( "bbMass", &bbMass );
|
| 423 |
|
|
reader->AddVariable( "bbPt", &bbPt );
|
| 424 |
|
|
reader->AddVariable( "pfMET", &pfMET );
|
| 425 |
|
|
reader->AddVariable( "btag1", &btag1 );
|
| 426 |
|
|
reader->AddVariable( "btag2", &btag2 );
|
| 427 |
|
|
reader->AddVariable( "DeltaPhiVH", &DeltaPhiVH);
|
| 428 |
|
|
}
|
| 429 |
|
|
else if(channel == "We"){
|
| 430 |
|
|
reader->AddVariable( "bbMass", &bbMass );
|
| 431 |
|
|
reader->AddVariable( "bbPt", &bbPt );
|
| 432 |
|
|
reader->AddVariable( "VPt", &VPt );
|
| 433 |
|
|
reader->AddVariable( "btag1", &btag1 );
|
| 434 |
|
|
reader->AddVariable( "btag2", &btag2 );
|
| 435 |
|
|
reader->AddVariable( "DeltaPhiVH", &DeltaPhiVH);
|
| 436 |
|
|
reader->AddVariable( "DeltaEtabb", &DeltaEtabb);
|
| 437 |
|
|
}
|
| 438 |
|
|
else if(channel == "Wm"){
|
| 439 |
|
|
reader->AddVariable( "bbMass", &bbMass );
|
| 440 |
|
|
reader->AddVariable( "bbPt", &bbPt );
|
| 441 |
|
|
reader->AddVariable( "VPt", &VPt );
|
| 442 |
|
|
reader->AddVariable( "btag1", &btag1 );
|
| 443 |
|
|
reader->AddVariable( "btag2", &btag2 );
|
| 444 |
|
|
reader->AddVariable( "DeltaPhiVH", &DeltaPhiVH);
|
| 445 |
|
|
reader->AddVariable( "DeltaEtabb", &DeltaEtabb);
|
| 446 |
|
|
}
|
| 447 |
|
|
|
| 448 |
|
|
// --- Book the MVA methods
|
| 449 |
|
|
|
| 450 |
|
|
std::vector<std::string> methods;
|
| 451 |
|
|
methods.push_back("BDT");
|
| 452 |
|
|
TString dir = "weights/";
|
| 453 |
|
|
TString prefix = "TMVAClassification";
|
| 454 |
|
|
// std::clog << "Booking MVA method..." << std::endl;
|
| 455 |
|
|
for (size_t it = 0; it < methods.size(); ++it) {
|
| 456 |
|
|
TString methodName = methods.at(it)+ " method";
|
| 457 |
|
|
TString weightfile = dir + prefix + "_" + methods.at(it) + "." + channel + TString("_weight.xml");
|
| 458 |
|
|
reader->BookMVA( methodName, weightfile );
|
| 459 |
|
|
}
|
| 460 |
|
|
|
| 461 |
|
|
//Candidates
|
| 462 |
|
|
if(iCand->size() > 0 and iCand->at(0).H.jets.size() > 1){
|
| 463 |
|
|
VHbbCandidate::CandidateType iCandType = iCand->at(0).candidateType;
|
| 464 |
|
|
VHbbCandidate::HiggsCandidate H = iCand->at(0).H;
|
| 465 |
|
|
VHbbCandidate::VectorCandidate V = iCand->at(0).V;
|
| 466 |
|
|
|
| 467 |
|
|
bbMass = iCand->at(0).H.p4.M();
|
| 468 |
|
|
bbPt = iCand->at(0).H.p4.Pt();
|
| 469 |
|
|
btag1 = iCand->at(0).H.jets[0].csv;
|
| 470 |
|
|
btag2 = iCand->at(0).H.jets[1].csv;
|
| 471 |
|
|
NaddJet = iCand->at(0).additionalJets.size();
|
| 472 |
|
|
DeltaRbb = deltaR(iCand->at(0).H.jets[0].p4.Eta(),iCand->at(0).H.jets[0].p4.Phi(),iCand->at(0).H.jets[1].p4.Eta(),iCand->at(0).H.jets[1].p4.Phi());
|
| 473 |
|
|
helicity = iCand->at(0).H.helicities[0];
|
| 474 |
|
|
DeltaPhiVH = Geom::deltaPhi(iCand->at(0).H.p4.Phi(),iCand->at(0).V.p4.Phi()) ;
|
| 475 |
|
|
bPt1 = iCand->at(0).H.jets[0].p4.Pt();
|
| 476 |
|
|
bPt2 = iCand->at(0).H.jets[1].p4.Pt();
|
| 477 |
|
|
VMass = iCand->at(0).V.p4.M();
|
| 478 |
|
|
VPt = iCand->at(0).V.p4.Pt();
|
| 479 |
|
|
pullAngle = iCand->at(0).H.deltaTheta;
|
| 480 |
|
|
DeltaEtabb = TMath::Abs( iCand->at(0).H.jets[0].p4.Eta() - iCand->at(0).H.jets[1].p4.Eta() );
|
| 481 |
|
|
deltaPhipfMETjet1 = Geom::deltaPhi( iCand->at(0).V.mets.at(0).p4.Phi(), iCand->at(0).H.jets[0].p4.Phi() );
|
| 482 |
|
|
deltaPhipfMETjet2 = Geom::deltaPhi( iCand->at(0).V.mets.at(0).p4.Phi(), iCand->at(0).H.jets[1].p4.Phi() );
|
| 483 |
|
|
pfMET = iCand->at(0).V.mets.at(0).p4.Pt();
|
| 484 |
|
|
pfMETsig = iCand->at(0).V.mets.at(0).metSig;
|
| 485 |
|
|
|
| 486 |
|
|
|
| 487 |
|
|
MVAH_BDT->Fill( reader->EvaluateMVA( "BDT method" ) );
|
| 488 |
|
|
|
| 489 |
|
|
}
|
| 490 |
|
|
}
|
| 491 |
|
|
|
| 492 |
|
|
TH1F * MVAH_BDT;
|
| 493 |
|
|
|
| 494 |
|
|
private:
|
| 495 |
|
|
|
| 496 |
|
|
const std::string &channel;
|
| 497 |
|
|
Int_t bin_BDT;
|
| 498 |
|
|
Double_t min_BDT;
|
| 499 |
|
|
Double_t max_BDT;
|
| 500 |
|
|
|
| 501 |
|
|
};
|
| 502 |
|
|
|
| 503 |
|
|
|
| 504 |
|
|
class HardJetHistos : public Histos {
|
| 505 |
|
|
|
| 506 |
|
|
public:
|
| 507 |
|
|
|
| 508 |
|
|
virtual void book(TFile &f, std::string suffix) {
|
| 509 |
|
|
|
| 510 |
|
|
TDirectory *subDir;
|
| 511 |
|
|
if( ! f.GetDirectory(suffix.c_str()) )
|
| 512 |
|
|
subDir = f.mkdir(suffix.c_str());
|
| 513 |
|
|
else
|
| 514 |
|
|
subDir = f.GetDirectory(suffix.c_str());
|
| 515 |
|
|
subDir->cd();
|
| 516 |
|
|
|
| 517 |
|
|
bin_mass = 500;
|
| 518 |
|
|
min_mass = 0;
|
| 519 |
|
|
max_mass = 300;
|
| 520 |
|
|
|
| 521 |
|
|
bin_pt = 500;
|
| 522 |
|
|
min_pt = 0;
|
| 523 |
|
|
max_pt = 500;
|
| 524 |
|
|
|
| 525 |
|
|
bin_hel = 50;
|
| 526 |
|
|
min_hel = 0;
|
| 527 |
|
|
max_hel = 1;
|
| 528 |
|
|
|
| 529 |
|
|
bin_btag = 20;
|
| 530 |
|
|
min_btag = 0;
|
| 531 |
|
|
max_btag = 1;
|
| 532 |
|
|
|
| 533 |
|
|
bin_deltaR = bin_deltaPhi = bin_deltaEta = 20;
|
| 534 |
|
|
min_deltaR = min_deltaPhi = min_deltaEta = 0;
|
| 535 |
|
|
max_deltaR = max_deltaPhi = max_deltaEta = 5;
|
| 536 |
|
|
|
| 537 |
|
|
//Candidates
|
| 538 |
|
|
|
| 539 |
|
|
HardJetH_subJet1_pt = new TH1F(("SubJet1_pt"+suffix).c_str(),("Sub Jet1 pt ("+suffix+")").c_str(), bin_pt, min_pt, max_pt );
|
| 540 |
|
|
HardJetH_subJet2_pt = new TH1F(("SubJet2_pt"+suffix).c_str(),("Sub Jet2 pt ("+suffix+")").c_str(), bin_pt, min_pt, max_pt );
|
| 541 |
|
|
HardJetH_subJet1_bTag = new TH1F(("SubJet1_bTag"+suffix).c_str(),("Sub Jet1 bTag ("+suffix+")").c_str(), bin_btag, min_btag, max_btag );
|
| 542 |
|
|
HardJetH_subJet2_bTag = new TH1F(("SubJet2_bTag"+suffix).c_str(),("Sub Jet2 bTag ("+suffix+")").c_str(), bin_btag, min_btag, max_btag );
|
| 543 |
|
|
HardJetH_subJets_dR = new TH1F(("SubJets_dR"+suffix).c_str(),("Sub Jets deltaR ("+suffix+")").c_str(), bin_deltaR, min_deltaR, max_deltaR );
|
| 544 |
|
|
HardJetH_subJets_dPhi = new TH1F(("SubJets_dPhi"+suffix).c_str(),("Sub Jets deltaPhi ("+suffix+")").c_str(), bin_deltaPhi, min_deltaPhi, max_deltaPhi );
|
| 545 |
|
|
HardJetH_subJets_dEta = new TH1F(("SubJets_dEta"+suffix).c_str(),("Sub Jets deltaEta ("+suffix+")").c_str(), bin_deltaEta, min_deltaEta, max_deltaEta );
|
| 546 |
|
|
|
| 547 |
|
|
HardJetH_HMass = new TH1F(("HiggsMass"+suffix).c_str(),(" Higgs Mass ("+suffix+")").c_str(), bin_mass, min_mass, max_mass );
|
| 548 |
|
|
HardJetH_HPt = new TH1F(("HiggsPt"+suffix).c_str(),(" Higgs Pt ("+suffix+")").c_str(), bin_pt, min_pt, max_pt );
|
| 549 |
|
|
HardJetH_HHel = new TH1F(("HiggsHel"+suffix).c_str(),("Higgs helicity angle ("+suffix+")").c_str(), bin_hel, min_hel, max_hel );
|
| 550 |
|
|
|
| 551 |
|
|
HardJetH_ZMass = new TH1F(("ZMass"+suffix).c_str(),(" Z Mass ("+suffix+")").c_str(), bin_mass, min_mass, max_mass );
|
| 552 |
|
|
HardJetH_ZPt = new TH1F(("ZPt"+suffix).c_str(),(" Z Pt ("+suffix+")").c_str(), bin_pt, min_pt, max_pt );
|
| 553 |
|
|
HardJetH_ZH_dPhi = new TH1F(("ZH_dPhi"+suffix).c_str(),(" ZH delta Phi ("+suffix+")").c_str(), bin_deltaPhi, min_deltaPhi, max_deltaPhi );
|
| 554 |
|
|
|
| 555 |
|
|
HardJetH_WMass = new TH1F(("WMass"+suffix).c_str(),(" W Mass ("+suffix+")").c_str(), bin_mass, min_mass, max_mass );
|
| 556 |
|
|
HardJetH_WPt = new TH1F(("WPt"+suffix).c_str(),(" W Pt ("+suffix+")").c_str(), bin_pt, min_pt, max_pt );
|
| 557 |
|
|
HardJetH_WH_dPhi = new TH1F(("WH_dPhi"+suffix).c_str(),(" WH delta Phi ("+suffix+")").c_str(), bin_deltaPhi, min_deltaPhi, max_deltaPhi );
|
| 558 |
|
|
|
| 559 |
|
|
}
|
| 560 |
|
|
|
| 561 |
|
|
virtual void fill(VHbbProxy &iProxy,float w) {
|
| 562 |
|
|
|
| 563 |
|
|
const VHbbEvent *iEvent = iProxy.getVHbbEvent();
|
| 564 |
|
|
if(iEvent)
|
| 565 |
|
|
{ const std::vector<VHbbCandidate> *iCand = iProxy.getVHbbCandidate();
|
| 566 |
|
|
|
| 567 |
|
|
//Candidates
|
| 568 |
|
|
if(iCand->size() > 0){
|
| 569 |
|
|
VHbbCandidate::CandidateType iCandType = iCand->at(0).candidateType;
|
| 570 |
|
|
VHbbCandidate::HiggsCandidate H = iCand->at(0).H;
|
| 571 |
|
|
VHbbCandidate::VectorCandidate V = iCand->at(0).V;
|
| 572 |
|
|
std::vector<VHbbEvent::HardJet> iHardJets = iEvent->hardJets;
|
| 573 |
|
|
VHbbEvent::HardJet iHardJet = iHardJets.at(0);
|
| 574 |
|
|
|
| 575 |
|
|
HardJetH_subJet1_pt->Fill(iHardJet.subFourMomentum.at(0).Pt(), w);
|
| 576 |
|
|
HardJetH_subJet2_pt->Fill(iHardJet.subFourMomentum.at(1).Pt(), w);
|
| 577 |
|
|
//SubJet information on btag missing
|
| 578 |
|
|
// HardJetH_subJet1_bTag->Fill(iHardJet.at(0).csv, w);
|
| 579 |
|
|
// HardJetH_subJet2_bTag->Fill(iHardJet.at(1).csv, w);
|
| 580 |
|
|
HardJetH_subJets_dR->Fill(iHardJet.subFourMomentum.at(0).DeltaR(iHardJet.subFourMomentum.at(1)), w);
|
| 581 |
|
|
HardJetH_subJets_dPhi->Fill(iHardJet.subFourMomentum.at(0).DeltaPhi(iHardJet.subFourMomentum.at(1)), w);
|
| 582 |
|
|
HardJetH_subJets_dEta->Fill(TMath::Abs(iHardJet.subFourMomentum.at(0).Eta()-iHardJet.subFourMomentum.at(1).Eta()), w);
|
| 583 |
|
|
|
| 584 |
|
|
//Here there should be the higgs candidate from HardJet
|
| 585 |
|
|
// HardJetH_HMass->Fill(H.p4.M(), w);
|
| 586 |
|
|
// HardJetH_HPt->Fill(H.p4.Pt(), w);
|
| 587 |
|
|
// // HardJetH_HHel->Fill(H.hel(), w);
|
| 588 |
|
|
// if( iCandType == VHbbCandidate::Zmumu || iCandType == VHbbCandidate::Zee || iCandType == VHbbCandidate::Znn ){
|
| 589 |
|
|
// HardJetH_ZMass->Fill(V.p4.M(), w);
|
| 590 |
|
|
// HardJetH_ZPt->Fill(V.p4.Pt(), w);
|
| 591 |
|
|
// HardJetH_ZH_dPhi->Fill(V.p4.DeltaPhi(H.p4.Phi()), w);
|
| 592 |
|
|
// }
|
| 593 |
|
|
// else if(iCandType == VHbbCandidate::Wen || iCandType == VHbbCandidate::Wmun){
|
| 594 |
|
|
// HardJetH_WMass->Fill(V.p4.M(), w);
|
| 595 |
|
|
// HardJetH_WPt->Fill(V.p4.Pt(), w);
|
| 596 |
|
|
// HardJetH_WH_dPhi->Fill(V.p4.DeltaPhi(H.p4.Phi()), w);
|
| 597 |
|
|
// }
|
| 598 |
|
|
}
|
| 599 |
|
|
}
|
| 600 |
|
|
}
|
| 601 |
|
|
|
| 602 |
|
|
TH1F * HardJetH_subJet1_pt;
|
| 603 |
|
|
TH1F * HardJetH_subJet2_pt;
|
| 604 |
|
|
TH1F * HardJetH_subJet1_bTag;
|
| 605 |
|
|
TH1F * HardJetH_subJet2_bTag;
|
| 606 |
|
|
TH1F * HardJetH_subJets_dR;
|
| 607 |
|
|
TH1F * HardJetH_subJets_dPhi;
|
| 608 |
|
|
TH1F * HardJetH_subJets_dEta;
|
| 609 |
|
|
|
| 610 |
|
|
TH1F * HardJetH_HMass;
|
| 611 |
|
|
TH1F * HardJetH_HPt;
|
| 612 |
|
|
TH1F * HardJetH_HHel;
|
| 613 |
|
|
TH1F * HardJetH_WMass;
|
| 614 |
|
|
TH1F * HardJetH_WPt;
|
| 615 |
|
|
TH1F * HardJetH_WH_dPhi;
|
| 616 |
|
|
TH1F * HardJetH_ZMass;
|
| 617 |
|
|
TH1F * HardJetH_ZPt;
|
| 618 |
|
|
TH1F * HardJetH_ZH_dPhi;
|
| 619 |
|
|
|
| 620 |
|
|
private:
|
| 621 |
|
|
|
| 622 |
|
|
Int_t bin_btag;
|
| 623 |
|
|
Double_t min_btag;
|
| 624 |
|
|
Double_t max_btag;
|
| 625 |
|
|
|
| 626 |
|
|
Int_t bin_deltaEta;
|
| 627 |
|
|
Double_t min_deltaEta;
|
| 628 |
|
|
Double_t max_deltaEta;
|
| 629 |
|
|
|
| 630 |
|
|
Int_t bin_deltaPhi;
|
| 631 |
|
|
Double_t min_deltaPhi;
|
| 632 |
|
|
Double_t max_deltaPhi;
|
| 633 |
|
|
|
| 634 |
|
|
Int_t bin_deltaR;
|
| 635 |
|
|
Double_t min_deltaR;
|
| 636 |
|
|
Double_t max_deltaR;
|
| 637 |
|
|
|
| 638 |
|
|
Int_t bin_mass;
|
| 639 |
|
|
Double_t min_mass;
|
| 640 |
|
|
Double_t max_mass;
|
| 641 |
|
|
|
| 642 |
|
|
Int_t bin_pt;
|
| 643 |
|
|
Double_t min_pt;
|
| 644 |
|
|
Double_t max_pt;
|
| 645 |
|
|
|
| 646 |
|
|
Int_t bin_hel;
|
| 647 |
|
|
Double_t min_hel;
|
| 648 |
|
|
Double_t max_hel;
|
| 649 |
|
|
|
| 650 |
|
|
};
|
| 651 |
|
|
|
| 652 |
|
|
|
| 653 |
|
|
#endif
|
