// specific function for short vectors
TH1* makeDescantHisto(const vector<short> &v, const char *hisName = "vectorHis")
{
TObject *obj = gROOT->FindObjectAny(hisName);
if (obj) {
obj->Delete();
}
TH1 *his = new TH1S(hisName, hisName, v.size()-8, 0, v.size()-8);
for (Int_t i=0; i < v.size(); i++) {
// reorder so that samples 0-7 are: 7,6,1,0,3,2,5,4
// 0,1,2,3,4,5,6,7
// pairwise swap: 0->1,1->0 => i+1 (1,2) => i+1-(2*i%2) (1,0)
// 67,01,32,45: shift all by +2, except for the last pair which need to be shifted by -6
Int_t reordered = i-2;
reordered = reordered+1-2*(reordered%2);
if(reordered%8 < 6) {
//std::cout<<i<<" => "<<reordered+2<<std::endl;
his->SetBinContent(reordered+3, v.at(i));
} else {
//std::cout<<i<<" => "<<reordered-6<<std::endl;
his->SetBinContent(reordered-5, v.at(i));
}
}
return his;
}
void KVCanvas::ProfileX(TH2* hh)
{
TObject* pfx = 0;
if ((pfx = FindObject(Form("%s_pfx", hh->GetName())))) pfx->Delete();
hh->ProfileX("_pfx", 1, -1, "i,d,same");
if ((pfx = FindObject(Form("%s_pfx", hh->GetName()))))((TProfile*)pfx)->SetLineColor(kBlack);
Modified();
Update();
}
U* makeHistoCommon(const vector<T> &v, const char *hisName = "vectorHis")
{
TObject *obj = gROOT->FindObjectAny(hisName);
if (obj) {
obj->Delete();
}
U *his = new U(hisName, hisName, v.size(), 0, v.size());
for (Int_t i=0; i < v.size(); i++) {
his->SetBinContent(i+1, v.at(i));
}
return his;
}
void KVCanvas::ProfileY(TH2* hh)
{
TObject* obj = 0;
if ((obj = gROOT->FindObject(Form("%s_pfy", hh->GetName())))) obj->Delete();
TProfile* pfy = hh->ProfileY("_pfy", 1, -1, "i");
TGraphErrors* gr = gHistoManipulator->MakeGraphFrom(pfy);
pfy->Delete();
TGraph* gg = gHistoManipulator->PermuteAxis(gr);
gr->Delete();
gg->SetName(Form("%s_pfy", hh->GetName()));
gg->SetLineColor(kBlack);
gg->Draw("PEZ");
Modified();
Update();
}
TGraph* makeGraph(const vector<T> &v, const char *name = "vectorGraph")
{
TObject *obj = gROOT->FindObjectAny(name);
if (obj) {
obj->Delete();
}
TGraph *graph = new TGraph(v.size());
graph->SetNameTitle(name, name);
for (Int_t i=0; i < v.size(); i++) {
graph->SetPoint(i, i, v.at(i));
}
return graph;
}
void ReducedMET(TString Preselection, TString LEPTON_TYPE,TString OptimizedVariable,float EfficiencyMin, float SoverSqrtBMin){
//filetypeMET
//TString filetypeMET = "d0met";
//TString LEPTONNAME = "13";
std::cout<<"ok Opt"<<std::endl;
//THEHISTOGRAM
//THEPROJECTION
std::cout<<"ok PROJECTION"<<std::endl;
//THENUMBEROFEVENTS
//THESUMOFBACKGROUND //bkgd =
//THESUMOFSIGNAL //sig =
/////std::cout<<bkgd<<" number "<<sig<<std::endl;
float sig2n = sig/sqrt(bkgd + sig);
float sig2ncut4 = 0;
float sigcut4 = 0;
float bkgd4 = 0;
float sig2ncut1 = 0;
float sigcut1 = 0;
float bkgd1 = 0;
float sig2ncut3 = 0;
float sigcut3 = 0;
float bkgd3 = 0;
float sigEFF1 = 0;
float bkgdREJ1 = 0;
float sigEFF3 = 0;
float bkgdREJ3 = 0;
float sigEFF4 = 0;
float bkgdREJ4 = 0;
TString Local_Max_T;
float sigcut0 = 0.0; //nonzero sig in zero back
vector <float> signalEFF;
vector <float> backgdREJ;
vector <float> signal2noise;
vector <float> pointstorage_signalEFF;
vector <float> pointstorage_backgdREJ;
vector <float> pointstorage_signal2noise;
vector <float> pointstorage_sigcut;
vector <string> opt_store;
float spanii = 3.0;
float spankk = 3.0;
float spanrr = 3.0;
float spanjj = 60.0;
/*float Nii = 2;
float Nkk = 2;
float Nrr = 2;
float Njj = 2;*/
float Nii = 12;
float Nkk = 12;
float Nrr = 12;
float Njj = 12;
TString SSfinal_T = "000000000";
Local_Max_T = "000000000";
TString BOTHfinal_T = "000000000";
//10,10,5,6
for (int ii=0; 1.0*ii<Nii+1; ii++) //uncertainty weight index 2-3
{
std::ostringstream strii;
strii << 0 + spanii*ii/Nii;
std::string Wunc = strii.str();
//bisector weight index 1-2
for (int kk=0; 1.0*kk<Nkk+1; kk++)
{
std::ostringstream strkk;
strkk << 0 + spankk*kk/Nkk;
std::string Wbis = strkk.str();
//recoil weight index
for (int rr=0; 1.0*rr<Nrr+1; rr++)
{
std::ostringstream strrr;
strrr << 0 + spanrr*rr/Nrr;
std::string Wrec = strrr.str();
// MET cut index 30-80 GeV
for (int jj=0; 1.0*jj<Njj+1; jj++)
{
std::ostringstream strjj;
strjj << 20 + spanjj*jj/Njj;
std::string RMET = strjj.str();
////std::cout<<ii<<jj<<kk<<rr<<std::endl;
string MET ="sqrt((dilepPROJLong + "+ Wrec +"*recoilPROJLong + "+ Wunc +"*uncertPROJLong)*(dilepPROJLong + "+ Wrec +"*recoilPROJLong + "+ Wunc +"*uncertPROJLong)*(dilepPROJLong + "+ Wrec +"*recoilPROJLong + "+ Wunc +"*uncertPROJLong >= 0) + 0*(dilepPROJLong + "+ Wrec +"*recoilPROJLong + "+ Wunc +"*uncertPROJLong < 0) + "+ Wbis +"*(dilepPROJPerp + "+ Wrec +"*recoilPROJPerp + "+ Wunc +"*uncertPROJPerp)*(dilepPROJPerp + "+ Wrec +"*recoilPROJPerp + "+ Wunc +"*uncertPROJPerp)*(dilepPROJPerp + "+ Wrec +"*recoilPROJPerp + "+ Wunc +"*uncertPROJPerp >= 0) + 0*(dilepPROJPerp + "+ Wrec +"*recoilPROJPerp + "+ Wunc +"*uncertPROJPerp < 0))";
TString TMET = "*(" + MET + ">" + RMET + ")";
string opt_simp ="Perp: " + Wbis + " Recoil: " + Wrec + " Uncertainty: " + Wunc + " redMETcut: " + RMET;
///////std::cout<<opt_simp<<std::endl;
//THEPOSTCUTPROJECTION
//THEPOSTCUTNUMBEROFEVENTS
//THESUMOFPOSTCUTBACKGROUND //float bkgdcut =
//THESUMOFPOSTCUTSIGNAL //float sigcut = //RR
//////std::cout<<bkgdcut<<" number "<<sigcut<<std::endl;
/*if (bkgdcut == 0)
{
std::cout<<"ZERO BACKGROUND: "<<cut_name_T<<std::endl;
if (sigcut != 0)
{
std::cout<<"ZERO BACKGROUND,|||| NONZERO SIGNAL: "<<cut_name_T<<std::endl;
if(sigcut > sigcut0){
float sigcut0 = sigcut;
TString Nonzero_T = cut_name;
}
}
continue;
}*/
//else
//{
float sig2ncut = sigcut/sqrt(bkgdcut + sigcut);
float sigEFF = sigcut/sig;
float bkgdREJ = 1-bkgdcut/bkgd;
signalEFF.push_back(sigEFF); //puts stuff in vector to be used later.
backgdREJ.push_back(bkgdREJ);
signal2noise.push_back(sig2ncut);
//std::cout<<"NONZERO BACKGROUND"<<std::endl;
//}
if ((sig2ncut > SoverSqrtBMin)*(sigEFF > EfficiencyMin)){ //stores values to compare with Tgraph output, above thresholds
pointstorage_signalEFF.push_back(sigEFF);
pointstorage_backgdREJ.push_back(bkgdREJ);
pointstorage_signal2noise.push_back(sig2ncut);
pointstorage_sigcut.push_back(sigcut);
opt_store.push_back(opt_simp);
if(sig2ncut > sig2ncut4)//maximize S/sqrt(B) in storing region
{
sig2ncut4 = sig2ncut;
sigcut4 = sigcut;
bkgd4 = bkgdcut;
sigEFF4 = sigEFF;
bkgdREJ4 = bkgdREJ;
Local_Max_T = opt_simp;
}
}
if (sig2ncut > sig2ncut1)// maximize S/sqrt(B)
{
sig2ncut1 = sig2ncut;
sigcut1 = sigcut;
bkgd1 = bkgdcut;
sigEFF1 = sigEFF;
bkgdREJ1 = bkgdREJ;
SSfinal_T = opt_simp;
}
/*if (RR > RR2)// maximize Signal
{
float RR2 = RR;
float SS2 = SS;
float BB2 = Back;
TString RRfinal_T = cut_nameadd;
TString RRfinal2_T = cut_name;
}*/
// maximize S/sqrt(B) w/ S > 3
if ((sig2ncut > sig2ncut3) && (sigcut > 3))
{
sig2ncut3 = sig2ncut;
sigcut3 = sigcut;
bkgd3 = bkgdcut;
sigEFF3 = sigEFF;
bkgdREJ3 = bkgdREJ;
BOTHfinal_T = opt_simp;
}
//maximize S/sqrt(B) w/ B >= 1
/*if ((SS > SS4) && (Back < 1))
{
float SS4 = SS;
float RR4 = RR;
float BB4 = Back;
TString Backfinal_T = cut_nameadd;
TString Backfinal2_T = cut_name;
}*/
//std::cout<<"MET"<<str_jj<<" SS "<<SS<<std::endl;
//std::cout<<"RR "<<str_ii2<<str_ii<<" "<<RR<<std::endl;
//std::cout<<cut_name_T<<std::endl;
//}//uu
//std::cout<<"uu"<<std::endl;
//}//cc
//std::cout<<"cc"<<std::endl;
//}//nn
//std::cout<<"nn"<<std::endl;
}//jj
//std::cout<<"jj"<<"endloop"<<std::endl;
}
//std::cout<<"after1"<<std::endl;
}
//std::cout<<"after2"<<std::endl;
if ((ii == 2) || (ii == 3)) std::cout<<"ii"<<std::endl;
}
ofstream myfile;
myfile.open ("/home/chasco/Documents/Trees/Optimization/CutFlow_"+OptimizedVariable+"_"+LEPTON_TYPE+".txt");
myfile << "\n\n";
myfile << SSfinal_T;
myfile << "\t S/sqrt(B): ";
myfile << sig2ncut1;
myfile << "\t S: ";
myfile << sigcut1;
myfile << "\t B: ";
myfile << bkgd1;
myfile << "\t EFF: ";
myfile << sigEFF1;
myfile << "\t REJ: ";
myfile << bkgdREJ1;
myfile << "\tmax ratio\n\n";
myfile << BOTHfinal_T;
myfile << "\t S/sqrt(B): ";
myfile << sig2ncut3;
myfile << "\t S: ";
myfile << sigcut3;
myfile << "\t B: ";
myfile << bkgd3;
myfile << "\t EFF: ";
myfile << sigEFF3;
myfile << "\t REJ: ";
myfile << bkgdREJ3;
myfile << "\tmax ratio w/ S>3\n\n";
myfile << Local_Max_T;
myfile << "\t S/sqrt(B): ";
myfile << sig2ncut4;
myfile << "\t S: ";
myfile << sigcut4;
myfile << "\t B: ";
myfile << bkgd4;
myfile << "\t EFF: ";
myfile << sigEFF4;
myfile << "\t REJ: ";
myfile << bkgdREJ4;
myfile << "\tmax ratio in specified range\n\n";
int pointstorage_size = pointstorage_signalEFF.size();
for (int sindex = 0; sindex < pointstorage_size; ++sindex){
myfile << "\n\n";
myfile << "Opt: ";
myfile << opt_store[sindex];
myfile << "\tnumberSIGevents:";
myfile << pointstorage_sigcut[sindex];
myfile << "\tSignalEFF: ";
myfile << pointstorage_signalEFF[sindex];
myfile << "\tBackgdREJ: ";
myfile << pointstorage_backgdREJ[sindex];
myfile << "\tSig2Noise: ";
myfile << pointstorage_signal2noise[sindex];
}
myfile.close();
const int vectorsize = signalEFF.size();
float signalEFF_forplot[vectorsize];
float backgdREJ_forplot[vectorsize];
float signal2noise_forplot[vectorsize];
for (int vindex = 0; vindex < vectorsize; ++vindex){
signalEFF_forplot[vindex] = signalEFF[vindex];
backgdREJ_forplot[vindex] = backgdREJ[vindex];
//backgdREJ_forplot[vindex] = 1;
signal2noise_forplot[vindex] = signal2noise[vindex];
}
TCanvas *c1 = new TCanvas("c1","Eff and Rej",200,10,700,500);
zzgr = new TGraph(vectorsize, backgdREJ_forplot, signalEFF_forplot);
//zzgr->SetLineColor(2);
//zzgr->SetLineWidth(4);
zzgr->SetMarkerColor(4);
zzgr->SetMarkerStyle(21);
zzgr->SetMarkerSize(.3);
zzgr->SetTitle("Sig Eff vs Bkgd Rej");
zzgr->GetXaxis()->SetTitle("Background Rejection");
zzgr->GetYaxis()->SetTitle("Signal Efficiency");
//zzgr->GetXaxis()->SetRangeUser(0,80);
//zzgr->GetYaxis()->SetRangeUser(0,0.1);
//zzgr->Draw("ACP");
zzgr->Draw("AP");
c1 -> SaveAs("EFFvsREJ_"+OptimizedVariable+"_"+LEPTON_TYPE+".png");
TCanvas *c2 = new TCanvas("c2","Eff and Sig to Noise",200,10,700,500);
zzgr1 = new TGraph(vectorsize, signal2noise_forplot, signalEFF_forplot);
//zzgr1->SetLineColor(2);
//zzgr1->SetLineWidth(4);
zzgr1->SetMarkerColor(4);
zzgr1->SetMarkerStyle(21);
zzgr1->SetMarkerSize(.3);
zzgr1->SetTitle("Sig Eff vs Sig/sqrt(S+B)");
zzgr1->GetXaxis()->SetTitle("Signal/sqrt(Signal+Bkgd)");
zzgr1->GetYaxis()->SetTitle("Signal Efficiency");
//zzgr1->GetXaxis()->SetRangeUser(0,80);
//zzgr1->GetYaxis()->SetRangeUser(0,0.1);
//zzgr1->Draw("ACP");
zzgr1->Draw("AP");
c2 -> SaveAs("EFFvsSOSB_"+OptimizedVariable+"_"+LEPTON_TYPE+".png");
TIter next(gDirectory->GetList()); //Deletes histograms to avoid memory leaks
TObject* obj;
while(obj= (TObject*)next()){
if(obj->InheritsFrom(TH1::Class())){
obj->Delete();
}
}
}