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kukartse |
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{
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#include "style.C"
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set_ljets_style();
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TCanvas c("c", "canvas", 800,600);
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//gROOT->SetStyle("Plain");
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//gStyle->SetOptStat(0);
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//gStyle->SetOptFit(0);
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toyMC t(20);
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//t.load_templates();
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//
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//_____ attach as friends classifier trees _______________________________
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//
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TFile * f_ttbar_cl = new TFile("TMVApp-ttbar-16jun2009.root");
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TFile * f_phys_cl = new TFile("TMVApp-phys-16jun2009.root");
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TFile * f_qcd_cl = new TFile("TMVApp-qcd-16jun2009.root");
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TTree * t_ttbar_cl = (TTree*)f_ttbar_cl -> Get("classifier");
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TTree * t_phys_cl = (TTree*)f_phys_cl -> Get("classifier");
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TTree * t_qcd_cl = (TTree*)f_qcd_cl -> Get("classifier");
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t_ttbar_cl->SetBranchStatus("*",0);
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t_ttbar_cl->SetBranchStatus("MVA_BDT",1);
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t_phys_cl->SetBranchStatus("*",0);
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t_phys_cl->SetBranchStatus("MVA_BDT",1);
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t_qcd_cl->SetBranchStatus("*",0);
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t_qcd_cl->SetBranchStatus("MVA_BDT",1);
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//
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TFile * training_file = new TFile("muon_jets_training-wfastsim-summer08-15may2009.root");
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TTree * ttbar = (TTree*)training_file -> Get("ttbar");
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TTree * phys_bg = (TTree*)training_file -> Get("wjets");
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TTree * qcd = (TTree*)training_file -> Get("qcd");
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//
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TFile * file = new TFile("ljets-data-1fb-classifier-14jun2009.root");
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TTree * data = (TTree*)file -> Get("data");
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TTree * classifier = (TTree*)file -> Get("classifier");
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//
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ttbar -> AddFriend( t_ttbar_cl );
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phys_bg -> AddFriend( t_phys_cl );
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qcd -> AddFriend( t_qcd_cl );
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TCut the_cut = "getHt<180";
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//TCut the_cut = "getHt>250";
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//TCut the_cut = "n_tagged_jets_trackCounting_loose>1";
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//TCut the_cut = "";
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double n_ttbar_data = 19600.0;
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double n_phys_data = 8710.0;
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double n_qcd_data = 1000.0;
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//
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double n_ttbar = (double)ttbar -> GetEntries();
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double n_phys = (double)phys_bg -> GetEntries();
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double n_qcd = (double)qcd -> GetEntries();
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double n_ttbar_sel = (double)ttbar ->Draw("getHt",the_cut,"goff");
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double n_phys_sel = (double)phys_bg->Draw("getHt",the_cut,"goff");
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double n_qcd_sel = (double)qcd ->Draw("getHt",the_cut,"goff");
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double ttbar_eff = n_ttbar_sel/n_ttbar;
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double phys_eff = n_phys_sel/n_phys;
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double qcd_eff = n_qcd_sel/n_qcd;
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TH1F * h1 = new TH1F("h1", "", 100, 100, 800);
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TH1F * h2 = new TH1F("h2", "", 100, 100, 800);
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TH1F * h3 = new TH1F("h3", "", 100, 100, 800);
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TH1F * h4 = new TH1F("h4", "", 20, -0.8, 0.8);
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TH1F * h5 = new TH1F("h5", "", 20, -0.8, 0.8);
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//
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double n_data_sel = data->Draw("classifier.MVA_BDT>>h4",the_cut,"goff");
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data->Draw("classifier.MVA_BDT>>h5","","goff");
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t.set_overflow_bins(h4);
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t.set_overflow_bins(h5);
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ttbar -> Draw("getHt>>h1","","goff");
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phys_bg -> Draw("getHt>>h2","","goff");
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qcd -> Draw("getHt>>h3","","goff");
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//
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double norm = n_data_sel/(n_ttbar_data*ttbar_eff+n_phys_data*phys_eff+n_qcd_data*qcd_eff);
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//
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double n_ttbar_exp = norm*ttbar_eff*n_ttbar_data;
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double n_phys_exp = norm*phys_eff*n_phys_data;
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double n_qcd_exp = norm*qcd_eff*n_qcd_data;
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cout << endl << "Selected events: " << n_data_sel << endl;
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cout << "ttbar events: " << n_ttbar_exp << endl;
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cout << "phys BG events: " << n_phys_exp << endl;
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cout << "QCD events: " << n_qcd_exp << endl<< endl;
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cout << "ttbar eff: " << ttbar_eff << endl;
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cout << "phys eff: " << phys_eff << endl;
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cout << "qcd eff: " << qcd_eff << endl;
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//
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h1->Scale(1.0/h1->Integral());
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h2->Scale(1.0/h2->Integral());
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h3->Scale(1.0/h3->Integral());
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h1->SetLineColor(4);
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//h1->SetFillColor(4);
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//h1->SetFillStyle(3345);
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//
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h2->SetLineColor(2);
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h2->SetFillColor(2);
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h2->SetFillStyle(3354);
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//
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h3->SetLineColor(6);
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h3->SetFillColor(6);
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h3->SetFillStyle(3345);
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//
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//h4->SetLineColor(2);
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//h4->SetFillColor(2);
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//h4->SetFillStyle(3354);
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c.Divide(2,2);
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TVirtualPad * pad = c.cd(1);
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h1->Draw();
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h2->Draw("same");
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h3->Draw("same");
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pad->SaveAs("mu_ht.eps");
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pad = c.cd(2);
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TH1F h31 = *h3;
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TH1F h21 = *h2;
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TH1F h11 = *h1;
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h31.Scale(n_qcd_data/h31.Integral());
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h21.Scale(n_phys_data/h21.Integral());
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h11.Scale(n_ttbar_data/h11.Integral());
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h21.Add(&h31);
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h11.Add(&h21);
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h11->Draw();
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h21->Draw("same");
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h31->Draw("same");
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pad->SaveAs("mu_ht_fractions.eps");
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pad = c.cd(3);
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h4->SetMarkerStyle(21);
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h4->SetMarkerSize(0.7);
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h4->SetLineColor(1);
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h4->Draw("E1:X0");
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TH1F * h_ttbar_cl = new TH1F("h_ttbar_cl", "", 20, -0.8, 0.8);
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ttbar->Draw("MVA_BDT>>h_ttbar_cl",the_cut,"goff");
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t.set_overflow_bins(h_ttbar_cl);
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h_ttbar_cl->Scale(n_ttbar_exp/h_ttbar_cl->Integral());
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//
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TH1F * h_phys_cl = new TH1F("h_phys_cl", "", 20, -0.8, 0.8);
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phys_bg->Draw("MVA_BDT>>h_phys_cl",the_cut,"goff");
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t.set_overflow_bins(h_phys_cl);
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h_phys_cl->Scale(n_phys_exp/h_phys_cl->Integral());
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//
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TH1F * h_qcd_cl = new TH1F("h_qcd_cl", "", 20, -0.8, 0.8);
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qcd->Draw("MVA_BDT>>h_qcd_cl",the_cut,"goff");
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t.set_overflow_bins(h_qcd_cl);
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h_qcd_cl->Scale(n_qcd_exp/h_qcd_cl->Integral());
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//
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h_ttbar_cl->Add(h_phys_cl);
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h_ttbar_cl->Add(h_qcd_cl);
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h_phys_cl->Add(h_qcd_cl);
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//
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h_ttbar_cl->SetFillColor(42);
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h_phys_cl->SetFillColor(46);
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h_qcd_cl->SetFillColor(48);
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//
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h_ttbar_cl->Draw("same");
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h_phys_cl->Draw("same");
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h_qcd_cl->Draw("same");
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h4->Draw("E1:X0:same");
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pad->SaveAs("mu_classifier_ht_cut.eps");
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}
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