| 1 |
kukartse |
1.1 |
{ gROOT->SetStyle("Plain");
|
| 2 |
|
|
gStyle->SetOptStat(00000);
|
| 3 |
|
|
gStyle->SetPalette(1);
|
| 4 |
|
|
TString tmp = "./TMVA.root";
|
| 5 |
|
|
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");
|
| 12 |
|
|
TH1F *hROC_all;
|
| 13 |
|
|
TH1F *hROC_sel;
|
| 14 |
|
|
|
| 15 |
|
|
hROC_all =(TH1F*) f1->Get("Method_BDT/BDT/MVA_BDT_rejBvsS");
|
| 16 |
|
|
hROC_sel =(TH1F*)f2->Get("Method_BDT/BDT/MVA_BDT_rejBvsS");
|
| 17 |
|
|
hROC_17 =(TH1F*)f17->Get("Method_BDT/BDT/MVA_BDT_rejBvsS");
|
| 18 |
|
|
hROC_11 =(TH1F*)f11->Get("Method_BDT/BDT/MVA_BDT_rejBvsS");
|
| 19 |
|
|
hROC_10 =(TH1F*)f10->Get("Method_BDT/BDT/MVA_BDT_rejBvsS");
|
| 20 |
|
|
hROC_9 =(TH1F*)f9->Get("Method_BDT/BDT/MVA_BDT_rejBvsS");
|
| 21 |
|
|
|
| 22 |
|
|
|
| 23 |
|
|
TCanvas *c1 = new TCanvas("ROC","ROC",900,600);
|
| 24 |
|
|
c1->cd();
|
| 25 |
|
|
gPad->SetGrid();
|
| 26 |
|
|
TLegend *leg = new TLegend(0.3,0.3,0.65,0.5);
|
| 27 |
|
|
hROC_all->SetLineColor(4);
|
| 28 |
|
|
hROC_all->SetLineWidth(2);
|
| 29 |
|
|
hROC_sel->SetLineColor(2);
|
| 30 |
|
|
hROC_sel->SetLineWidth(3);
|
| 31 |
|
|
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 |
|
|
hROC_10->SetLineWidth(2);
|
| 37 |
|
|
hROC_9->SetLineColor(4);
|
| 38 |
|
|
hROC_9->SetLineWidth(2);
|
| 39 |
|
|
hROC_all->Draw("C");
|
| 40 |
|
|
hROC_sel->Draw("Csame");
|
| 41 |
|
|
hROC_17->Draw("Csame");
|
| 42 |
|
|
hROC_11->Draw("Csame");
|
| 43 |
|
|
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 ";
|
| 48 |
|
|
leg->AddEntry(hROC_sel,tmp,"L");
|
| 49 |
|
|
leg->SetFillColor(0);
|
| 50 |
|
|
leg->SetLineColor(0);
|
| 51 |
|
|
leg->Draw();
|
| 52 |
|
|
}
|
