| 1 |
{ gROOT->SetStyle("Plain");
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| 2 |
gStyle->SetOptStat(00000);
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| 3 |
gStyle->SetPalette(1);
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| 4 |
TString tmp = "./TMVA.root";
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| 5 |
TFile * f1 = new TFile(tmp);
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| 6 |
TString tmp = "../test_21/TMVA.root";
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| 7 |
TFile * f2 = new TFile("../test_21/TMVA.root","READ");
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| 8 |
TFile * f17 = new TFile("../test_17/TMVA.root","READ");
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| 9 |
TFile * f11 = new TFile("../test_11/TMVA.root","READ");
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| 10 |
TFile * f10 = new TFile("../test_10/TMVA.root","READ");
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| 11 |
TFile * f9 = new TFile("../test_9/TMVA.root","READ");
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| 12 |
TH1F *hROC_all;
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| 13 |
TH1F *hROC_sel;
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| 14 |
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| 15 |
hROC_all =(TH1F*) f1->Get("Method_BDT/BDT/MVA_BDT_rejBvsS");
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| 16 |
hROC_sel =(TH1F*)f2->Get("Method_BDT/BDT/MVA_BDT_rejBvsS");
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| 17 |
hROC_17 =(TH1F*)f17->Get("Method_BDT/BDT/MVA_BDT_rejBvsS");
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| 18 |
hROC_11 =(TH1F*)f11->Get("Method_BDT/BDT/MVA_BDT_rejBvsS");
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| 19 |
hROC_10 =(TH1F*)f10->Get("Method_BDT/BDT/MVA_BDT_rejBvsS");
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| 20 |
hROC_9 =(TH1F*)f9->Get("Method_BDT/BDT/MVA_BDT_rejBvsS");
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| 21 |
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| 22 |
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| 23 |
TCanvas *c1 = new TCanvas("ROC","ROC",900,600);
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| 24 |
c1->cd();
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| 25 |
gPad->SetGrid();
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| 26 |
TLegend *leg = new TLegend(0.3,0.3,0.65,0.5);
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| 27 |
hROC_all->SetLineColor(4);
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| 28 |
hROC_all->SetLineWidth(2);
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| 29 |
hROC_sel->SetLineColor(2);
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| 30 |
hROC_sel->SetLineWidth(3);
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| 31 |
hROC_17->SetLineColor(4);
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| 32 |
hROC_17->SetLineWidth(2);
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| 33 |
hROC_11->SetLineColor(4);
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| 34 |
hROC_11->SetLineWidth(2);
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| 35 |
hROC_10->SetLineColor(4);
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| 36 |
hROC_10->SetLineWidth(2);
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| 37 |
hROC_9->SetLineColor(4);
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| 38 |
hROC_9->SetLineWidth(2);
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| 39 |
hROC_all->Draw("C");
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| 40 |
hROC_sel->Draw("Csame");
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| 41 |
hROC_17->Draw("Csame");
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| 42 |
hROC_11->Draw("Csame");
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| 43 |
hROC_10->Draw("Csame");
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| 44 |
hROC_9->Draw("Csame");
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| 45 |
tmp = " Various subsets of variables ";
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| 46 |
leg->AddEntry(hROC_all,tmp,"L");
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| 47 |
tmp = " Chosen 21 Variables ";
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| 48 |
leg->AddEntry(hROC_sel,tmp,"L");
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| 49 |
leg->SetFillColor(0);
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| 50 |
leg->SetLineColor(0);
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| 51 |
leg->Draw();
|
| 52 |
}
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