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GetDYMVA.cc
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169 lines (140 loc) · 5.56 KB
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#include "include/GetDYMVA.h"
using namespace std;
GetDYMVA::GetDYMVA():isInit(false){
GetDYMVA(-1);
}
GetDYMVA::GetDYMVA(int version):isInit(false),version_(version){
if (version_==0) {
init("BDTB",
"data/TMVA_0j_BDTB.weights.xml",
"data/TMVA_1j_BDTB.weights.xml");
} else if (version_==1) {
init("BDTG",
"data/TMVA_0j_metshift_BDTG.weights.xml",
"data/TMVA_1j_metshift_BDTG.weights.xml");
} else {
cerr << "version not supported: use 0 for data train and 1 for MC train" << endl;
}
}
GetDYMVA::~GetDYMVA(){
delete theReader_0j;
delete theReader_1j;
}
void GetDYMVA::init(string methodName, string weightsfile_0j, string weightsfile_1j){
if (isInit) return;
theReader_0j = new TMVA::Reader();
theReader_1j = new TMVA::Reader();
if (version_==0) {
theReader_0j->AddVariable( "met" , &met_ );
theReader_0j->AddVariable( "trackMet" , &trackMet_ );
theReader_0j->AddVariable( "jet1pt" , &ptjet1_ );
theReader_0j->AddVariable( "metSig" , &metSig_ );
theReader_0j->AddVariable( "dPhiDiLepJet1", &dPhiDiLepJet1_ );
theReader_0j->AddVariable( "dPhiJet1MET" , &dPhiJet1MET_ );
theReader_0j->AddVariable( "mt" , &mt_ );
theReader_1j->AddVariable( "met" , &met_ );
theReader_1j->AddVariable( "trackMet" , &trackMet_ );
theReader_1j->AddVariable( "jet1pt" , &ptjet1_ );
theReader_1j->AddVariable( "metSig" , &metSig_ );
theReader_1j->AddVariable( "dPhiDiLepJet1", &dPhiDiLepJet1_ );
theReader_1j->AddVariable( "dPhiJet1MET" , &dPhiJet1MET_ );
theReader_1j->AddVariable( "mt" , &mt_ );
} else if (version_==1) {
theReader_0j->AddVariable( "pmet" , &pmet_ );
theReader_0j->AddVariable( "pTrackMet" , &pTrackMet_ );
theReader_0j->AddVariable( "nvtx" , &nvtx_ );
theReader_0j->AddVariable( "dilpt" , &dilpt_ );
theReader_0j->AddVariable( "jet1pt" , &ptjet1_ );
theReader_0j->AddVariable( "metSig" , &metSig_ );
theReader_0j->AddVariable( "dPhiDiLepJet1", &dPhiDiLepJet1_ );
theReader_0j->AddVariable( "dPhiDiLepMET" , &dPhiDiLepMET_ );
theReader_0j->AddVariable( "dPhiJet1MET" , &dPhiJet1MET_ );
theReader_0j->AddVariable( "recoil" , &recoil_ );
theReader_0j->AddVariable( "mt" , &mt_ );
theReader_1j->AddVariable( "pmet" , &pmet_ );
theReader_1j->AddVariable( "pTrackMet" , &pTrackMet_ );
theReader_1j->AddVariable( "nvtx" , &nvtx_ );
theReader_1j->AddVariable( "dilpt" , &dilpt_ );
theReader_1j->AddVariable( "jet1pt" , &ptjet1_ );
theReader_1j->AddVariable( "metSig" , &metSig_ );
theReader_1j->AddVariable( "dPhiDiLepJet1", &dPhiDiLepJet1_ );
theReader_1j->AddVariable( "dPhiDiLepMET" , &dPhiDiLepMET_ );
theReader_1j->AddVariable( "dPhiJet1MET" , &dPhiJet1MET_ );
theReader_1j->AddVariable( "recoil" , &recoil_ );
theReader_1j->AddVariable( "mt" , &mt_ );
} else {
isInit=false;
return;
}
theReader_0j->BookMVA(methodName,weightsfile_0j);
theReader_1j->BookMVA(methodName,weightsfile_1j);
methodname_ = methodName;
isInit=true;
}
double GetDYMVA::getValue(int njets, double met, double trackMet, double ptjet1, double metSig,
double dPhiDiLepJet1, double dPhiJet1MET, double mt){
if (version_!=0){
cerr << "MVA version mismatch!" << endl;
return -999.;
}
if (!isInit) {
cerr << "MVA reader not initialized!" << endl;
return -999.;
}
if (ptjet1<15.){
ptjet1 = 0.;
dPhiDiLepJet1 = -0.1;
dPhiJet1MET = -0.1;
}
met_ = met;
trackMet_ = trackMet;
ptjet1_ = ptjet1;
metSig_ = metSig;
dPhiDiLepJet1_ = dPhiDiLepJet1;
dPhiJet1MET_ = dPhiJet1MET;
mt_ = mt;
if (njets==0) return theReader_0j->EvaluateMVA( methodname_ );
if (njets==1) return theReader_1j->EvaluateMVA( methodname_ );
return -999;
}
double GetDYMVA::getValue(int njets, double pmet, double pTrackMet, int nvtx, double dilpt, double ptjet1, double metSig,
double dPhiDiLepJet1, double dPhiDiLepMET, double dPhiJet1MET, double recoil, double mt){
if (version_!=1){
cerr << "MVA version mismatch!" << endl;
return -999.;
}
if (!isInit) {
cerr << "MVA reader not initialized!" << endl;
return -999.;
}
if (ptjet1<15.){
ptjet1 = 15.;
dPhiDiLepJet1 = -0.1;
dPhiJet1MET = -0.1;
}
pmet_ = pmet;
pTrackMet_ = pTrackMet;
nvtx_ = nvtx;
dilpt_ = dilpt;
ptjet1_ = ptjet1;
metSig_ = metSig;
dPhiDiLepJet1_ = dPhiDiLepJet1;
dPhiDiLepMET_ = dPhiDiLepMET;
dPhiJet1MET_ = dPhiJet1MET;
recoil_ = recoil;
mt_ = mt;
// cout << "pmet = " << pmet << "\t"
// << "pTrackMet = " << pTrackMet << "\t"
// << "nvtx = " << nvtx << "\t"
// << "dilpt = " << dilpt << "\t"
// << "ptjet1 = " << ptjet1 << "\t"
// << "metSig = " << metSig << "\t"
// << "dPhiDiLepJet1 = " << dPhiDiLepJet1 << "\t"
// << "dPhiDiLepMET = " << dPhiDiLepMET << "\t"
// << "dPhiJet1MET = " << dPhiJet1MET << "\t"
// << "recoil = " << recoil << "\t"
// << "mt = " << mt << endl;
if (njets==0) return theReader_0j->EvaluateMVA( methodname_ );
if (njets==1) return theReader_1j->EvaluateMVA( methodname_ );
return -999;
}