| 1 |
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{ gROOT->SetStyle("Plain"); |
| 2 |
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gStyle->SetOptStat(00000); |
| 3 |
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gStyle->SetPalette(1); |
| 4 |
< |
TString tmp = "./TMVA.root"; |
| 4 |
> |
TString tmp = "BDT_wjets-el-70var/TMVA.root"; |
| 5 |
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TFile * f1 = new TFile(tmp); |
| 6 |
< |
TString tmp = "../test_21/TMVA.root"; |
| 7 |
< |
TFile * f2 = new TFile("../test_21/TMVA.root","READ"); |
| 8 |
< |
TFile * f17 = new TFile("../test_17/TMVA.root","READ"); |
| 9 |
< |
TFile * f11 = new TFile("../test_11/TMVA.root","READ"); |
| 10 |
< |
TFile * f10 = new TFile("../test_10/TMVA.root","READ"); |
| 11 |
< |
TFile * f9 = new TFile("../test_9/TMVA.root","READ"); |
| 6 |
> |
TString tmp = "BDT_wjets-el-20var-v2/TMVA.root"; |
| 7 |
> |
TFile * f2 = new TFile(tmp); |
| 8 |
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TH1F *hROC_all; |
| 9 |
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TH1F *hROC_sel; |
| 10 |
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|
| 11 |
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hROC_all =(TH1F*) f1->Get("Method_BDT/BDT/MVA_BDT_rejBvsS"); |
| 12 |
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hROC_sel =(TH1F*)f2->Get("Method_BDT/BDT/MVA_BDT_rejBvsS"); |
| 17 |
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hROC_17 =(TH1F*)f17->Get("Method_BDT/BDT/MVA_BDT_rejBvsS"); |
| 18 |
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hROC_11 =(TH1F*)f11->Get("Method_BDT/BDT/MVA_BDT_rejBvsS"); |
| 19 |
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hROC_10 =(TH1F*)f10->Get("Method_BDT/BDT/MVA_BDT_rejBvsS"); |
| 20 |
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hROC_9 =(TH1F*)f9->Get("Method_BDT/BDT/MVA_BDT_rejBvsS"); |
| 13 |
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|
| 14 |
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|
| 15 |
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TCanvas *c1 = new TCanvas("ROC","ROC",900,600); |
| 16 |
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c1->cd(); |
| 17 |
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gPad->SetGrid(); |
| 18 |
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TLegend *leg = new TLegend(0.3,0.3,0.65,0.5); |
| 19 |
< |
hROC_all->SetLineColor(4); |
| 20 |
< |
hROC_all->SetLineWidth(2); |
| 21 |
< |
hROC_sel->SetLineColor(2); |
| 19 |
> |
hROC_all->SetLineColor(2); |
| 20 |
> |
hROC_all->SetLineWidth(3); |
| 21 |
> |
hROC_sel->SetLineColor(4); |
| 22 |
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hROC_sel->SetLineWidth(3); |
| 31 |
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hROC_17->SetLineColor(4); |
| 32 |
– |
hROC_17->SetLineWidth(2); |
| 33 |
– |
hROC_11->SetLineColor(4); |
| 34 |
– |
hROC_11->SetLineWidth(2); |
| 35 |
– |
hROC_10->SetLineColor(4); |
| 36 |
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hROC_10->SetLineWidth(2); |
| 37 |
– |
hROC_9->SetLineColor(4); |
| 38 |
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hROC_9->SetLineWidth(2); |
| 23 |
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hROC_all->Draw("C"); |
| 24 |
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hROC_sel->Draw("Csame"); |
| 25 |
< |
hROC_17->Draw("Csame"); |
| 26 |
< |
hROC_11->Draw("Csame"); |
| 27 |
< |
hROC_10->Draw("Csame"); |
| 44 |
< |
hROC_9->Draw("Csame"); |
| 45 |
< |
tmp = " Various subsets of variables "; |
| 46 |
< |
leg->AddEntry(hROC_all,tmp,"L"); |
| 47 |
< |
tmp = " Chosen 21 Variables "; |
| 25 |
> |
tmp = " All Variables "; |
| 26 |
> |
leg->AddEntry(hROC_all,tmp,"L"); |
| 27 |
> |
tmp = " Chosen 20 Variables "; |
| 28 |
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leg->AddEntry(hROC_sel,tmp,"L"); |
| 29 |
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leg->SetFillColor(0); |
| 30 |
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leg->SetLineColor(0); |
