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mhchan |
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#include <TFile.h>
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#include <TMath.h>
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#include "MitPhysics/Utils/interface/AntiElectronIDMVA3.h"
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using namespace mithep;
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AntiElectronIDMVA3::AntiElectronIDMVA3()
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: isInitialized_(kFALSE),
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methodName_("BDTG")
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{
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for ( unsigned i = 0; i < 16; ++i ) {
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fTMVAReader_[i] = 0;
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}
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verbosity_ = 1;
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// Initalize cut values
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cuts_.resize(4); // Rejection levels
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// Loose
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cuts_[0].push_back(0.1816889);
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cuts_[0].push_back(0.1538533);
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cuts_[0].push_back(0.5605197);
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cuts_[0].push_back(0.66321647);
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cuts_[0].push_back(0.86337829);
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cuts_[0].push_back(0.94084531);
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cuts_[0].push_back(0.98025548);
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cuts_[0].push_back(0.80039471);
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cuts_[0].push_back(-1.0);
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cuts_[0].push_back(0.49787951);
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cuts_[0].push_back(0.74751109);
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cuts_[0].push_back(0.94486511);
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cuts_[0].push_back(0.63645148);
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cuts_[0].push_back(0.9575507);
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cuts_[0].push_back(0.9549247);
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cuts_[0].push_back(0.83487612);
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cuts_[0].push_back(-1.0);
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cuts_[0].push_back(-1.0);
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// Medium
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cuts_[1].push_back(0.5577119);
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cuts_[1].push_back(0.7271899);
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cuts_[1].push_back(0.90410149);
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cuts_[1].push_back(0.94858187);
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cuts_[1].push_back(0.95044029);
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cuts_[1].push_back(0.97195327);
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cuts_[1].push_back(0.99229473);
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cuts_[1].push_back(0.92997772);
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cuts_[1].push_back(-0.3049897);
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cuts_[1].push_back(0.92191792);
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cuts_[1].push_back(0.96017671);
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cuts_[1].push_back(0.98126549);
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cuts_[1].push_back(0.80912107);
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cuts_[1].push_back(0.98326528);
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cuts_[1].push_back(0.97490251);
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cuts_[1].push_back(0.94708711);
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cuts_[1].push_back(-1.0);
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cuts_[1].push_back(-1.0);
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// Tight
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cuts_[2].push_back(0.78914332);
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cuts_[2].push_back(0.91818088);
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cuts_[2].push_back(0.96754968);
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cuts_[2].push_back(0.98437631);
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cuts_[2].push_back(0.96684271);
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cuts_[2].push_back(0.99065852);
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cuts_[2].push_back(0.99797088);
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cuts_[2].push_back(0.96952927);
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cuts_[2].push_back(0.1180589);
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cuts_[2].push_back(0.9714281);
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cuts_[2].push_back(0.98451769);
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cuts_[2].push_back(0.99372888);
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cuts_[2].push_back(0.84681427);
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cuts_[2].push_back(0.98940611);
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cuts_[2].push_back(0.98308349);
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cuts_[2].push_back(0.97482169);
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cuts_[2].push_back(-1.0);
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cuts_[2].push_back(-1.0);
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// Very Tight
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cuts_[3].push_back(0.89307231);
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cuts_[3].push_back(0.96239871);
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cuts_[3].push_back(0.98247749);
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cuts_[3].push_back(0.99013329);
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cuts_[3].push_back(0.9768821);
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cuts_[3].push_back(0.9958095);
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cuts_[3].push_back(0.99797088);
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cuts_[3].push_back(0.98120493);
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cuts_[3].push_back(0.60025311);
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cuts_[3].push_back(0.98320472);
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cuts_[3].push_back(0.9897899);
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cuts_[3].push_back(0.9964357);
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cuts_[3].push_back(0.88230568);
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cuts_[3].push_back(0.99132508);
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cuts_[3].push_back(0.98467928);
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cuts_[3].push_back(0.98235631);
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cuts_[3].push_back(-1.0);
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cuts_[3].push_back(-1.0);
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}
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AntiElectronIDMVA3::~AntiElectronIDMVA3()
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{
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for ( unsigned i = 0; i < 16; ++i ) {
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if ( fTMVAReader_[i] ) delete fTMVAReader_[i];
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}
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}
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enum { k_NoEleMatchwoGwoGSF_BL,
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k_NoEleMatchwoGwGSF_BL,
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k_NoEleMatchwGwoGSF_BL,
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k_NoEleMatchwGwGSF_BL,
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k_woGwoGSF_BL,
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k_woGwGSF_BL,
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k_wGwoGSF_BL,
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k_wGwGSF_BL,
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k_NoEleMatchwoGwoGSF_EC,
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k_NoEleMatchwoGwGSF_EC,
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k_NoEleMatchwGwoGSF_EC,
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k_NoEleMatchwGwGSF_EC,
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k_woGwoGSF_EC,
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k_woGwGSF_EC,
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k_wGwoGSF_EC,
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k_wGwGSF_EC};
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void AntiElectronIDMVA3::Initialize_from_string(const std::string& methodName,
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const std::string& oneProngNoEleMatch0Pi0woGSF_BL,
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const std::string& oneProngNoEleMatch0Pi0wGSF_BL,
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const std::string& oneProngNoEleMatch1Pi0woGSF_BL,
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const std::string& oneProngNoEleMatch1Pi0wGSF_BL,
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const std::string& oneProng0Pi0woGSF_BL,
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const std::string& oneProng0Pi0wGSF_BL,
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const std::string& oneProng1Pi0woGSF_BL,
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const std::string& oneProng1Pi0wGSF_BL,
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const std::string& oneProngNoEleMatch0Pi0woGSF_EC,
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const std::string& oneProngNoEleMatch0Pi0wGSF_EC,
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const std::string& oneProngNoEleMatch1Pi0woGSF_EC,
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const std::string& oneProngNoEleMatch1Pi0wGSF_EC,
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const std::string& oneProng0Pi0woGSF_EC,
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const std::string& oneProng0Pi0wGSF_EC,
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const std::string& oneProng1Pi0woGSF_EC,
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const std::string& oneProng1Pi0wGSF_EC)
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{
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for ( unsigned i = 0; i < 16; ++i ) {
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if ( fTMVAReader_[i] ) delete fTMVAReader_[i];
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}
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isInitialized_ = kTRUE;
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methodName_ = methodName;
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bookMVAs();
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fTMVAReader_[k_NoEleMatchwoGwoGSF_BL]->BookMVA("BDTG", oneProngNoEleMatch0Pi0woGSF_BL.data());
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fTMVAReader_[k_NoEleMatchwoGwGSF_BL]->BookMVA("BDTG", oneProngNoEleMatch0Pi0wGSF_BL.data());
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fTMVAReader_[k_NoEleMatchwGwoGSF_BL]->BookMVA("BDTG", oneProngNoEleMatch1Pi0woGSF_BL.data());
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fTMVAReader_[k_NoEleMatchwGwGSF_BL]->BookMVA("BDTG", oneProngNoEleMatch1Pi0wGSF_BL.data());
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fTMVAReader_[k_woGwoGSF_BL]->BookMVA("BDTG", oneProng0Pi0woGSF_BL.data());
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fTMVAReader_[k_woGwGSF_BL]->BookMVA("BDTG", oneProng0Pi0wGSF_BL.data());
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fTMVAReader_[k_wGwoGSF_BL]->BookMVA("BDTG", oneProng1Pi0woGSF_BL.data());
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fTMVAReader_[k_wGwGSF_BL]->BookMVA("BDTG", oneProng1Pi0wGSF_BL.data());
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fTMVAReader_[k_NoEleMatchwoGwoGSF_EC]->BookMVA("BDTG", oneProngNoEleMatch0Pi0woGSF_EC.data());
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fTMVAReader_[k_NoEleMatchwoGwGSF_EC]->BookMVA("BDTG", oneProngNoEleMatch0Pi0wGSF_EC.data());
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fTMVAReader_[k_NoEleMatchwGwoGSF_EC]->BookMVA("BDTG", oneProngNoEleMatch1Pi0woGSF_EC.data());
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fTMVAReader_[k_NoEleMatchwGwGSF_EC]->BookMVA("BDTG", oneProngNoEleMatch1Pi0wGSF_EC.data());
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fTMVAReader_[k_woGwoGSF_EC]->BookMVA("BDTG", oneProng0Pi0woGSF_EC.data());
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fTMVAReader_[k_woGwGSF_EC]->BookMVA("BDTG", oneProng0Pi0wGSF_EC.data());
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fTMVAReader_[k_wGwoGSF_EC]->BookMVA("BDTG", oneProng1Pi0woGSF_EC.data());
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fTMVAReader_[k_wGwGSF_EC]->BookMVA("BDTG", oneProng1Pi0wGSF_EC.data());
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}
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void AntiElectronIDMVA3::bookMVAs()
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{
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//TMVA::Tools::Instance();
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TMVA::Reader *readerNoEleMatchwoGwoGSF_BL = new TMVA::Reader( "!Color:Silent:Error" );
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readerNoEleMatchwoGwoGSF_BL->AddVariable("Tau_EtaAtEcalEntrance",&Tau_EtaAtEcalEntrance_);
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readerNoEleMatchwoGwoGSF_BL->AddVariable("Tau_Pt",&Tau_Pt_);
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readerNoEleMatchwoGwoGSF_BL->AddVariable("Tau_EmFraction",&Tau_EmFraction_);
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readerNoEleMatchwoGwoGSF_BL->AddVariable("Tau_HadrHoP",&Tau_HadrHoP_);
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readerNoEleMatchwoGwoGSF_BL->AddVariable("Tau_HadrEoP",&Tau_HadrEoP_);
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readerNoEleMatchwoGwoGSF_BL->AddVariable("Tau_VisMass",&Tau_VisMass_);
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readerNoEleMatchwoGwoGSF_BL->AddVariable("Tau_dCrackEta",&Tau_dCrackEta_);
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readerNoEleMatchwoGwoGSF_BL->AddVariable("Tau_dCrackPhi",&Tau_dCrackPhi_);
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readerNoEleMatchwoGwoGSF_BL->SetVerbose(verbosity_);
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TMVA::Reader *readerNoEleMatchwoGwGSF_BL = new TMVA::Reader( "!Color:Silent:Error" );
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readerNoEleMatchwoGwGSF_BL->AddVariable("Tau_EtaAtEcalEntrance",&Tau_EtaAtEcalEntrance_);
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readerNoEleMatchwoGwGSF_BL->AddVariable("Tau_Pt",&Tau_Pt_);
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readerNoEleMatchwoGwGSF_BL->AddVariable("Tau_EmFraction",&Tau_EmFraction_);
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readerNoEleMatchwoGwGSF_BL->AddVariable("Tau_HadrHoP",&Tau_HadrHoP_);
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readerNoEleMatchwoGwGSF_BL->AddVariable("Tau_HadrEoP",&Tau_HadrEoP_);
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readerNoEleMatchwoGwGSF_BL->AddVariable("Tau_VisMass",&Tau_VisMass_);
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readerNoEleMatchwoGwGSF_BL->AddVariable("Tau_HadrMva",&Tau_HadrMva_);
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readerNoEleMatchwoGwGSF_BL->AddVariable("Tau_GSFChi2",&Tau_GSFChi2_);
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readerNoEleMatchwoGwGSF_BL->AddVariable("(Tau_GSFNumHits - Tau_KFNumHits)/(Tau_GSFNumHits + Tau_KFNumHits)",&Tau_NumHitsVariable_);
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readerNoEleMatchwoGwGSF_BL->AddVariable("Tau_GSFTrackResol",&Tau_GSFTrackResol_);
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readerNoEleMatchwoGwGSF_BL->AddVariable("Tau_GSFTracklnPt",&Tau_GSFTracklnPt_);
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readerNoEleMatchwoGwGSF_BL->AddVariable("Tau_GSFTrackEta",&Tau_GSFTrackEta_);
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readerNoEleMatchwoGwGSF_BL->AddVariable("Tau_dCrackEta",&Tau_dCrackEta_);
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readerNoEleMatchwoGwGSF_BL->AddVariable("Tau_dCrackPhi",&Tau_dCrackPhi_);
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readerNoEleMatchwoGwGSF_BL->SetVerbose(verbosity_);
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TMVA::Reader *readerNoEleMatchwGwoGSF_BL = new TMVA::Reader( "!Color:Silent:Error" );
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readerNoEleMatchwGwoGSF_BL->AddVariable("Tau_EtaAtEcalEntrance",&Tau_EtaAtEcalEntrance_);
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readerNoEleMatchwGwoGSF_BL->AddVariable("Tau_Pt",&Tau_Pt_);
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readerNoEleMatchwGwoGSF_BL->AddVariable("Tau_EmFraction",&Tau_EmFraction_);
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readerNoEleMatchwGwoGSF_BL->AddVariable("Tau_NumGammaCands",&Tau_NumGammaCands_);
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readerNoEleMatchwGwoGSF_BL->AddVariable("Tau_HadrHoP",&Tau_HadrHoP_);
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readerNoEleMatchwGwoGSF_BL->AddVariable("Tau_HadrEoP",&Tau_HadrEoP_);
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readerNoEleMatchwGwoGSF_BL->AddVariable("Tau_VisMass",&Tau_VisMass_);
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readerNoEleMatchwGwoGSF_BL->AddVariable("Tau_GammaEtaMom",&Tau_GammaEtaMom_);
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readerNoEleMatchwGwoGSF_BL->AddVariable("Tau_GammaPhiMom",&Tau_GammaPhiMom_);
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| 213 |
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readerNoEleMatchwGwoGSF_BL->AddVariable("Tau_GammaEnFrac",&Tau_GammaEnFrac_);
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| 214 |
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readerNoEleMatchwGwoGSF_BL->AddVariable("Tau_dCrackEta",&Tau_dCrackEta_);
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| 215 |
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readerNoEleMatchwGwoGSF_BL->AddVariable("Tau_dCrackPhi",&Tau_dCrackPhi_);
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readerNoEleMatchwGwoGSF_BL->SetVerbose(verbosity_);
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| 217 |
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| 218 |
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TMVA::Reader *readerNoEleMatchwGwGSF_BL = new TMVA::Reader( "!Color:Silent:Error" );
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readerNoEleMatchwGwGSF_BL->AddVariable("Tau_EtaAtEcalEntrance",&Tau_EtaAtEcalEntrance_);
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| 220 |
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readerNoEleMatchwGwGSF_BL->AddVariable("Tau_Pt",&Tau_Pt_);
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| 221 |
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readerNoEleMatchwGwGSF_BL->AddVariable("Tau_EmFraction",&Tau_EmFraction_);
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| 222 |
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readerNoEleMatchwGwGSF_BL->AddVariable("Tau_NumGammaCands",&Tau_NumGammaCands_);
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| 223 |
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readerNoEleMatchwGwGSF_BL->AddVariable("Tau_HadrHoP",&Tau_HadrHoP_);
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| 224 |
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readerNoEleMatchwGwGSF_BL->AddVariable("Tau_HadrEoP",&Tau_HadrEoP_);
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| 225 |
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readerNoEleMatchwGwGSF_BL->AddVariable("Tau_VisMass",&Tau_VisMass_);
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| 226 |
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readerNoEleMatchwGwGSF_BL->AddVariable("Tau_HadrMva",&Tau_HadrMva_);
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| 227 |
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readerNoEleMatchwGwGSF_BL->AddVariable("Tau_GammaEtaMom",&Tau_GammaEtaMom_);
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readerNoEleMatchwGwGSF_BL->AddVariable("Tau_GammaPhiMom",&Tau_GammaPhiMom_);
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readerNoEleMatchwGwGSF_BL->AddVariable("Tau_GammaEnFrac",&Tau_GammaEnFrac_);
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| 230 |
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readerNoEleMatchwGwGSF_BL->AddVariable("Tau_GSFChi2",&Tau_GSFChi2_);
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| 231 |
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readerNoEleMatchwGwGSF_BL->AddVariable("(Tau_GSFNumHits - Tau_KFNumHits)/(Tau_GSFNumHits + Tau_KFNumHits)",&Tau_NumHitsVariable_);
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readerNoEleMatchwGwGSF_BL->AddVariable("Tau_GSFTrackResol",&Tau_GSFTrackResol_);
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readerNoEleMatchwGwGSF_BL->AddVariable("Tau_GSFTracklnPt",&Tau_GSFTracklnPt_);
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| 234 |
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readerNoEleMatchwGwGSF_BL->AddVariable("Tau_GSFTrackEta",&Tau_GSFTrackEta_);
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| 235 |
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readerNoEleMatchwGwGSF_BL->AddVariable("Tau_dCrackEta",&Tau_dCrackEta_);
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| 236 |
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readerNoEleMatchwGwGSF_BL->AddVariable("Tau_dCrackPhi",&Tau_dCrackPhi_);
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| 237 |
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readerNoEleMatchwGwGSF_BL->SetVerbose(verbosity_);
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| 238 |
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| 239 |
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|
TMVA::Reader *readerwoGwoGSF_BL = new TMVA::Reader( "!Color:Silent:Error" );
|
| 240 |
|
|
readerwoGwoGSF_BL->AddVariable("Elec_EtotOverPin",&Elec_EtotOverPin_);
|
| 241 |
|
|
readerwoGwoGSF_BL->AddVariable("Elec_EgammaOverPdif",&Elec_EgammaOverPdif_);
|
| 242 |
|
|
readerwoGwoGSF_BL->AddVariable("Elec_Fbrem",&Elec_Fbrem_);
|
| 243 |
|
|
readerwoGwoGSF_BL->AddVariable("Elec_Chi2GSF",&Elec_Chi2GSF_);
|
| 244 |
|
|
readerwoGwoGSF_BL->AddVariable("Elec_GSFNumHits",&Elec_GSFNumHits_);
|
| 245 |
|
|
readerwoGwoGSF_BL->AddVariable("Elec_GSFTrackResol",&Elec_GSFTrackResol_);
|
| 246 |
|
|
readerwoGwoGSF_BL->AddVariable("Elec_GSFTracklnPt",&Elec_GSFTracklnPt_);
|
| 247 |
|
|
readerwoGwoGSF_BL->AddVariable("Elec_GSFTrackEta",&Elec_GSFTrackEta_);
|
| 248 |
|
|
readerwoGwoGSF_BL->AddVariable("Tau_EtaAtEcalEntrance",&Tau_EtaAtEcalEntrance_);
|
| 249 |
|
|
readerwoGwoGSF_BL->AddVariable("Tau_Pt",&Tau_Pt_);
|
| 250 |
|
|
readerwoGwoGSF_BL->AddVariable("Tau_EmFraction",&Tau_EmFraction_);
|
| 251 |
|
|
readerwoGwoGSF_BL->AddVariable("Tau_HadrHoP",&Tau_HadrHoP_);
|
| 252 |
|
|
readerwoGwoGSF_BL->AddVariable("Tau_HadrEoP",&Tau_HadrEoP_);
|
| 253 |
|
|
readerwoGwoGSF_BL->AddVariable("Tau_VisMass",&Tau_VisMass_);
|
| 254 |
|
|
readerwoGwoGSF_BL->AddVariable("Tau_dCrackEta",&Tau_dCrackEta_);
|
| 255 |
|
|
readerwoGwoGSF_BL->AddVariable("Tau_dCrackPhi",&Tau_dCrackPhi_);
|
| 256 |
|
|
readerwoGwoGSF_BL->SetVerbose(verbosity_);
|
| 257 |
|
|
|
| 258 |
|
|
TMVA::Reader *readerwoGwGSF_BL = new TMVA::Reader( "!Color:Silent:Error" );
|
| 259 |
|
|
readerwoGwGSF_BL->AddVariable("Elec_EtotOverPin",&Elec_EtotOverPin_);
|
| 260 |
|
|
readerwoGwGSF_BL->AddVariable("Elec_EgammaOverPdif",&Elec_EgammaOverPdif_);
|
| 261 |
|
|
readerwoGwGSF_BL->AddVariable("Elec_Fbrem",&Elec_Fbrem_);
|
| 262 |
|
|
readerwoGwGSF_BL->AddVariable("Elec_Chi2GSF",&Elec_Chi2GSF_);
|
| 263 |
|
|
readerwoGwGSF_BL->AddVariable("Elec_GSFNumHits",&Elec_GSFNumHits_);
|
| 264 |
|
|
readerwoGwGSF_BL->AddVariable("Elec_GSFTrackResol",&Elec_GSFTrackResol_);
|
| 265 |
|
|
readerwoGwGSF_BL->AddVariable("Elec_GSFTracklnPt",&Elec_GSFTracklnPt_);
|
| 266 |
|
|
readerwoGwGSF_BL->AddVariable("Elec_GSFTrackEta",&Elec_GSFTrackEta_);
|
| 267 |
|
|
readerwoGwGSF_BL->AddVariable("Tau_EtaAtEcalEntrance",&Tau_EtaAtEcalEntrance_);
|
| 268 |
|
|
readerwoGwGSF_BL->AddVariable("Tau_Pt",&Tau_Pt_);
|
| 269 |
|
|
readerwoGwGSF_BL->AddVariable("Tau_EmFraction",&Tau_EmFraction_);
|
| 270 |
|
|
readerwoGwGSF_BL->AddVariable("Tau_HadrHoP",&Tau_HadrHoP_);
|
| 271 |
|
|
readerwoGwGSF_BL->AddVariable("Tau_HadrEoP",&Tau_HadrEoP_);
|
| 272 |
|
|
readerwoGwGSF_BL->AddVariable("Tau_VisMass",&Tau_VisMass_);
|
| 273 |
|
|
readerwoGwGSF_BL->AddVariable("Tau_HadrMva",&Tau_HadrMva_);
|
| 274 |
|
|
readerwoGwGSF_BL->AddVariable("Tau_GSFChi2",&Tau_GSFChi2_);
|
| 275 |
|
|
readerwoGwGSF_BL->AddVariable("(Tau_GSFNumHits - Tau_KFNumHits)/(Tau_GSFNumHits + Tau_KFNumHits)",&Tau_NumHitsVariable_);
|
| 276 |
|
|
readerwoGwGSF_BL->AddVariable("Tau_GSFTrackResol",&Tau_GSFTrackResol_);
|
| 277 |
|
|
readerwoGwGSF_BL->AddVariable("Tau_GSFTracklnPt",&Tau_GSFTracklnPt_);
|
| 278 |
|
|
readerwoGwGSF_BL->AddVariable("Tau_GSFTrackEta",&Tau_GSFTrackEta_);
|
| 279 |
|
|
readerwoGwGSF_BL->AddVariable("Tau_dCrackEta",&Tau_dCrackEta_);
|
| 280 |
|
|
readerwoGwGSF_BL->AddVariable("Tau_dCrackPhi",&Tau_dCrackPhi_);
|
| 281 |
|
|
readerwoGwGSF_BL->SetVerbose(verbosity_);
|
| 282 |
|
|
|
| 283 |
|
|
TMVA::Reader *readerwGwoGSF_BL = new TMVA::Reader( "!Color:Silent:Error" );
|
| 284 |
|
|
readerwGwoGSF_BL->AddVariable("Elec_EtotOverPin",&Elec_EtotOverPin_);
|
| 285 |
|
|
readerwGwoGSF_BL->AddVariable("Elec_EgammaOverPdif",&Elec_EgammaOverPdif_);
|
| 286 |
|
|
readerwGwoGSF_BL->AddVariable("Elec_Fbrem",&Elec_Fbrem_);
|
| 287 |
|
|
readerwGwoGSF_BL->AddVariable("Elec_Chi2GSF",&Elec_Chi2GSF_);
|
| 288 |
|
|
readerwGwoGSF_BL->AddVariable("Elec_GSFNumHits",&Elec_GSFNumHits_);
|
| 289 |
|
|
readerwGwoGSF_BL->AddVariable("Elec_GSFTrackResol",&Elec_GSFTrackResol_);
|
| 290 |
|
|
readerwGwoGSF_BL->AddVariable("Elec_GSFTracklnPt",&Elec_GSFTracklnPt_);
|
| 291 |
|
|
readerwGwoGSF_BL->AddVariable("Elec_GSFTrackEta",&Elec_GSFTrackEta_);
|
| 292 |
|
|
readerwGwoGSF_BL->AddVariable("Tau_EtaAtEcalEntrance",&Tau_EtaAtEcalEntrance_);
|
| 293 |
|
|
readerwGwoGSF_BL->AddVariable("Tau_Pt",&Tau_Pt_);
|
| 294 |
|
|
readerwGwoGSF_BL->AddVariable("Tau_EmFraction",&Tau_EmFraction_);
|
| 295 |
|
|
readerwGwoGSF_BL->AddVariable("Tau_NumGammaCands",&Tau_NumGammaCands_);
|
| 296 |
|
|
readerwGwoGSF_BL->AddVariable("Tau_HadrHoP",&Tau_HadrHoP_);
|
| 297 |
|
|
readerwGwoGSF_BL->AddVariable("Tau_HadrEoP",&Tau_HadrEoP_);
|
| 298 |
|
|
readerwGwoGSF_BL->AddVariable("Tau_VisMass",&Tau_VisMass_);
|
| 299 |
|
|
readerwGwoGSF_BL->AddVariable("Tau_GammaEtaMom",&Tau_GammaEtaMom_);
|
| 300 |
|
|
readerwGwoGSF_BL->AddVariable("Tau_GammaPhiMom",&Tau_GammaPhiMom_);
|
| 301 |
|
|
readerwGwoGSF_BL->AddVariable("Tau_GammaEnFrac",&Tau_GammaEnFrac_);
|
| 302 |
|
|
readerwGwoGSF_BL->AddVariable("Tau_dCrackEta",&Tau_dCrackEta_);
|
| 303 |
|
|
readerwGwoGSF_BL->AddVariable("Tau_dCrackPhi",&Tau_dCrackPhi_);
|
| 304 |
|
|
readerwGwoGSF_BL->SetVerbose(verbosity_);
|
| 305 |
|
|
|
| 306 |
|
|
TMVA::Reader *readerwGwGSF_BL = new TMVA::Reader( "!Color:Silent:Error" );
|
| 307 |
|
|
readerwGwGSF_BL->AddVariable("Elec_EtotOverPin",&Elec_EtotOverPin_);
|
| 308 |
|
|
readerwGwGSF_BL->AddVariable("Elec_EgammaOverPdif",&Elec_EgammaOverPdif_);
|
| 309 |
|
|
readerwGwGSF_BL->AddVariable("Elec_Fbrem",&Elec_Fbrem_);
|
| 310 |
|
|
readerwGwGSF_BL->AddVariable("Elec_Chi2GSF",&Elec_Chi2GSF_);
|
| 311 |
|
|
readerwGwGSF_BL->AddVariable("Elec_GSFNumHits",&Elec_GSFNumHits_);
|
| 312 |
|
|
readerwGwGSF_BL->AddVariable("Elec_GSFTrackResol",&Elec_GSFTrackResol_);
|
| 313 |
|
|
readerwGwGSF_BL->AddVariable("Elec_GSFTracklnPt",&Elec_GSFTracklnPt_);
|
| 314 |
|
|
readerwGwGSF_BL->AddVariable("Elec_GSFTrackEta",&Elec_GSFTrackEta_);
|
| 315 |
|
|
readerwGwGSF_BL->AddVariable("Tau_EtaAtEcalEntrance",&Tau_EtaAtEcalEntrance_);
|
| 316 |
|
|
readerwGwGSF_BL->AddVariable("Tau_Pt",&Tau_Pt_);
|
| 317 |
|
|
readerwGwGSF_BL->AddVariable("Tau_EmFraction",&Tau_EmFraction_);
|
| 318 |
|
|
readerwGwGSF_BL->AddVariable("Tau_NumGammaCands",&Tau_NumGammaCands_);
|
| 319 |
|
|
readerwGwGSF_BL->AddVariable("Tau_HadrHoP",&Tau_HadrHoP_);
|
| 320 |
|
|
readerwGwGSF_BL->AddVariable("Tau_HadrEoP",&Tau_HadrEoP_);
|
| 321 |
|
|
readerwGwGSF_BL->AddVariable("Tau_VisMass",&Tau_VisMass_);
|
| 322 |
|
|
readerwGwGSF_BL->AddVariable("Tau_HadrMva",&Tau_HadrMva_);
|
| 323 |
|
|
readerwGwGSF_BL->AddVariable("Tau_GammaEtaMom",&Tau_GammaEtaMom_);
|
| 324 |
|
|
readerwGwGSF_BL->AddVariable("Tau_GammaPhiMom",&Tau_GammaPhiMom_);
|
| 325 |
|
|
readerwGwGSF_BL->AddVariable("Tau_GammaEnFrac",&Tau_GammaEnFrac_);
|
| 326 |
|
|
readerwGwGSF_BL->AddVariable("Tau_GSFChi2",&Tau_GSFChi2_);
|
| 327 |
|
|
readerwGwGSF_BL->AddVariable("(Tau_GSFNumHits - Tau_KFNumHits)/(Tau_GSFNumHits + Tau_KFNumHits)",&Tau_NumHitsVariable_);
|
| 328 |
|
|
readerwGwGSF_BL->AddVariable("Tau_GSFTrackResol",&Tau_GSFTrackResol_);
|
| 329 |
|
|
readerwGwGSF_BL->AddVariable("Tau_GSFTracklnPt",&Tau_GSFTracklnPt_);
|
| 330 |
|
|
readerwGwGSF_BL->AddVariable("Tau_GSFTrackEta",&Tau_GSFTrackEta_);
|
| 331 |
|
|
readerwGwGSF_BL->AddVariable("Tau_dCrackEta",&Tau_dCrackEta_);
|
| 332 |
|
|
readerwGwGSF_BL->AddVariable("Tau_dCrackPhi",&Tau_dCrackPhi_);
|
| 333 |
|
|
readerwGwGSF_BL->SetVerbose(verbosity_);
|
| 334 |
|
|
|
| 335 |
|
|
////////////////////////
|
| 336 |
|
|
|
| 337 |
|
|
TMVA::Reader *readerNoEleMatchwoGwoGSF_EC = new TMVA::Reader( "!Color:Silent:Error" );
|
| 338 |
|
|
readerNoEleMatchwoGwoGSF_EC->AddVariable("Tau_EtaAtEcalEntrance",&Tau_EtaAtEcalEntrance_);
|
| 339 |
|
|
readerNoEleMatchwoGwoGSF_EC->AddVariable("Tau_Pt",&Tau_Pt_);
|
| 340 |
|
|
readerNoEleMatchwoGwoGSF_EC->AddVariable("Tau_EmFraction",&Tau_EmFraction_);
|
| 341 |
|
|
readerNoEleMatchwoGwoGSF_EC->AddVariable("Tau_HadrHoP",&Tau_HadrHoP_);
|
| 342 |
|
|
readerNoEleMatchwoGwoGSF_EC->AddVariable("Tau_HadrEoP",&Tau_HadrEoP_);
|
| 343 |
|
|
readerNoEleMatchwoGwoGSF_EC->AddVariable("Tau_VisMass",&Tau_VisMass_);
|
| 344 |
|
|
readerNoEleMatchwoGwoGSF_EC->AddVariable("Tau_dCrackEta",&Tau_dCrackEta_);
|
| 345 |
|
|
readerNoEleMatchwoGwoGSF_EC->SetVerbose(verbosity_);
|
| 346 |
|
|
|
| 347 |
|
|
TMVA::Reader *readerNoEleMatchwoGwGSF_EC = new TMVA::Reader( "!Color:Silent:Error" );
|
| 348 |
|
|
readerNoEleMatchwoGwGSF_EC->AddVariable("Tau_EtaAtEcalEntrance",&Tau_EtaAtEcalEntrance_);
|
| 349 |
|
|
readerNoEleMatchwoGwGSF_EC->AddVariable("Tau_Pt",&Tau_Pt_);
|
| 350 |
|
|
readerNoEleMatchwoGwGSF_EC->AddVariable("Tau_EmFraction",&Tau_EmFraction_);
|
| 351 |
|
|
readerNoEleMatchwoGwGSF_EC->AddVariable("Tau_HadrHoP",&Tau_HadrHoP_);
|
| 352 |
|
|
readerNoEleMatchwoGwGSF_EC->AddVariable("Tau_HadrEoP",&Tau_HadrEoP_);
|
| 353 |
|
|
readerNoEleMatchwoGwGSF_EC->AddVariable("Tau_VisMass",&Tau_VisMass_);
|
| 354 |
|
|
readerNoEleMatchwoGwGSF_EC->AddVariable("Tau_HadrMva",&Tau_HadrMva_);
|
| 355 |
|
|
readerNoEleMatchwoGwGSF_EC->AddVariable("Tau_GSFChi2",&Tau_GSFChi2_);
|
| 356 |
|
|
readerNoEleMatchwoGwGSF_EC->AddVariable("(Tau_GSFNumHits - Tau_KFNumHits)/(Tau_GSFNumHits + Tau_KFNumHits)",&Tau_NumHitsVariable_);
|
| 357 |
|
|
readerNoEleMatchwoGwGSF_EC->AddVariable("Tau_GSFTrackResol",&Tau_GSFTrackResol_);
|
| 358 |
|
|
readerNoEleMatchwoGwGSF_EC->AddVariable("Tau_GSFTracklnPt",&Tau_GSFTracklnPt_);
|
| 359 |
|
|
readerNoEleMatchwoGwGSF_EC->AddVariable("Tau_GSFTrackEta",&Tau_GSFTrackEta_);
|
| 360 |
|
|
readerNoEleMatchwoGwGSF_EC->AddVariable("Tau_dCrackEta",&Tau_dCrackEta_);
|
| 361 |
|
|
readerNoEleMatchwoGwGSF_EC->SetVerbose(verbosity_);
|
| 362 |
|
|
|
| 363 |
|
|
TMVA::Reader *readerNoEleMatchwGwoGSF_EC = new TMVA::Reader( "!Color:Silent:Error" );
|
| 364 |
|
|
readerNoEleMatchwGwoGSF_EC->AddVariable("Tau_EtaAtEcalEntrance",&Tau_EtaAtEcalEntrance_);
|
| 365 |
|
|
readerNoEleMatchwGwoGSF_EC->AddVariable("Tau_Pt",&Tau_Pt_);
|
| 366 |
|
|
readerNoEleMatchwGwoGSF_EC->AddVariable("Tau_EmFraction",&Tau_EmFraction_);
|
| 367 |
|
|
readerNoEleMatchwGwoGSF_EC->AddVariable("Tau_NumGammaCands",&Tau_NumGammaCands_);
|
| 368 |
|
|
readerNoEleMatchwGwoGSF_EC->AddVariable("Tau_HadrHoP",&Tau_HadrHoP_);
|
| 369 |
|
|
readerNoEleMatchwGwoGSF_EC->AddVariable("Tau_HadrEoP",&Tau_HadrEoP_);
|
| 370 |
|
|
readerNoEleMatchwGwoGSF_EC->AddVariable("Tau_VisMass",&Tau_VisMass_);
|
| 371 |
|
|
readerNoEleMatchwGwoGSF_EC->AddVariable("Tau_GammaEtaMom",&Tau_GammaEtaMom_);
|
| 372 |
|
|
readerNoEleMatchwGwoGSF_EC->AddVariable("Tau_GammaPhiMom",&Tau_GammaPhiMom_);
|
| 373 |
|
|
readerNoEleMatchwGwoGSF_EC->AddVariable("Tau_GammaEnFrac",&Tau_GammaEnFrac_);
|
| 374 |
|
|
readerNoEleMatchwGwoGSF_EC->AddVariable("Tau_dCrackEta",&Tau_dCrackEta_);
|
| 375 |
|
|
readerNoEleMatchwGwoGSF_EC->SetVerbose(verbosity_);
|
| 376 |
|
|
|
| 377 |
|
|
TMVA::Reader *readerNoEleMatchwGwGSF_EC = new TMVA::Reader( "!Color:Silent:Error" );
|
| 378 |
|
|
readerNoEleMatchwGwGSF_EC->AddVariable("Tau_EtaAtEcalEntrance",&Tau_EtaAtEcalEntrance_);
|
| 379 |
|
|
readerNoEleMatchwGwGSF_EC->AddVariable("Tau_Pt",&Tau_Pt_);
|
| 380 |
|
|
readerNoEleMatchwGwGSF_EC->AddVariable("Tau_EmFraction",&Tau_EmFraction_);
|
| 381 |
|
|
readerNoEleMatchwGwGSF_EC->AddVariable("Tau_NumGammaCands",&Tau_NumGammaCands_);
|
| 382 |
|
|
readerNoEleMatchwGwGSF_EC->AddVariable("Tau_HadrHoP",&Tau_HadrHoP_);
|
| 383 |
|
|
readerNoEleMatchwGwGSF_EC->AddVariable("Tau_HadrEoP",&Tau_HadrEoP_);
|
| 384 |
|
|
readerNoEleMatchwGwGSF_EC->AddVariable("Tau_VisMass",&Tau_VisMass_);
|
| 385 |
|
|
readerNoEleMatchwGwGSF_EC->AddVariable("Tau_HadrMva",&Tau_HadrMva_);
|
| 386 |
|
|
readerNoEleMatchwGwGSF_EC->AddVariable("Tau_GammaEtaMom",&Tau_GammaEtaMom_);
|
| 387 |
|
|
readerNoEleMatchwGwGSF_EC->AddVariable("Tau_GammaPhiMom",&Tau_GammaPhiMom_);
|
| 388 |
|
|
readerNoEleMatchwGwGSF_EC->AddVariable("Tau_GammaEnFrac",&Tau_GammaEnFrac_);
|
| 389 |
|
|
readerNoEleMatchwGwGSF_EC->AddVariable("Tau_GSFChi2",&Tau_GSFChi2_);
|
| 390 |
|
|
readerNoEleMatchwGwGSF_EC->AddVariable("(Tau_GSFNumHits - Tau_KFNumHits)/(Tau_GSFNumHits + Tau_KFNumHits)",&Tau_NumHitsVariable_);
|
| 391 |
|
|
readerNoEleMatchwGwGSF_EC->AddVariable("Tau_GSFTrackResol",&Tau_GSFTrackResol_);
|
| 392 |
|
|
readerNoEleMatchwGwGSF_EC->AddVariable("Tau_GSFTracklnPt",&Tau_GSFTracklnPt_);
|
| 393 |
|
|
readerNoEleMatchwGwGSF_EC->AddVariable("Tau_GSFTrackEta",&Tau_GSFTrackEta_);
|
| 394 |
|
|
readerNoEleMatchwGwGSF_EC->AddVariable("Tau_dCrackEta",&Tau_dCrackEta_);
|
| 395 |
|
|
readerNoEleMatchwGwGSF_EC->SetVerbose(verbosity_);
|
| 396 |
|
|
|
| 397 |
|
|
TMVA::Reader *readerwoGwoGSF_EC = new TMVA::Reader( "!Color:Silent:Error" );
|
| 398 |
|
|
readerwoGwoGSF_EC->AddVariable("Elec_EtotOverPin",&Elec_EtotOverPin_);
|
| 399 |
|
|
readerwoGwoGSF_EC->AddVariable("Elec_EgammaOverPdif",&Elec_EgammaOverPdif_);
|
| 400 |
|
|
readerwoGwoGSF_EC->AddVariable("Elec_Fbrem",&Elec_Fbrem_);
|
| 401 |
|
|
readerwoGwoGSF_EC->AddVariable("Elec_Chi2GSF",&Elec_Chi2GSF_);
|
| 402 |
|
|
readerwoGwoGSF_EC->AddVariable("Elec_GSFNumHits",&Elec_GSFNumHits_);
|
| 403 |
|
|
readerwoGwoGSF_EC->AddVariable("Elec_GSFTrackResol",&Elec_GSFTrackResol_);
|
| 404 |
|
|
readerwoGwoGSF_EC->AddVariable("Elec_GSFTracklnPt",&Elec_GSFTracklnPt_);
|
| 405 |
|
|
readerwoGwoGSF_EC->AddVariable("Elec_GSFTrackEta",&Elec_GSFTrackEta_);
|
| 406 |
|
|
readerwoGwoGSF_EC->AddVariable("Tau_EtaAtEcalEntrance",&Tau_EtaAtEcalEntrance_);
|
| 407 |
|
|
readerwoGwoGSF_EC->AddVariable("Tau_Pt",&Tau_Pt_);
|
| 408 |
|
|
readerwoGwoGSF_EC->AddVariable("Tau_EmFraction",&Tau_EmFraction_);
|
| 409 |
|
|
readerwoGwoGSF_EC->AddVariable("Tau_HadrHoP",&Tau_HadrHoP_);
|
| 410 |
|
|
readerwoGwoGSF_EC->AddVariable("Tau_HadrEoP",&Tau_HadrEoP_);
|
| 411 |
|
|
readerwoGwoGSF_EC->AddVariable("Tau_VisMass",&Tau_VisMass_);
|
| 412 |
|
|
readerwoGwoGSF_EC->AddVariable("Tau_dCrackEta",&Tau_dCrackEta_);
|
| 413 |
|
|
readerwoGwoGSF_EC->SetVerbose(verbosity_);
|
| 414 |
|
|
|
| 415 |
|
|
TMVA::Reader *readerwoGwGSF_EC = new TMVA::Reader( "!Color:Silent:Error" );
|
| 416 |
|
|
readerwoGwGSF_EC->AddVariable("Elec_EtotOverPin",&Elec_EtotOverPin_);
|
| 417 |
|
|
readerwoGwGSF_EC->AddVariable("Elec_EgammaOverPdif",&Elec_EgammaOverPdif_);
|
| 418 |
|
|
readerwoGwGSF_EC->AddVariable("Elec_Fbrem",&Elec_Fbrem_);
|
| 419 |
|
|
readerwoGwGSF_EC->AddVariable("Elec_Chi2GSF",&Elec_Chi2GSF_);
|
| 420 |
|
|
readerwoGwGSF_EC->AddVariable("Elec_GSFNumHits",&Elec_GSFNumHits_);
|
| 421 |
|
|
readerwoGwGSF_EC->AddVariable("Elec_GSFTrackResol",&Elec_GSFTrackResol_);
|
| 422 |
|
|
readerwoGwGSF_EC->AddVariable("Elec_GSFTracklnPt",&Elec_GSFTracklnPt_);
|
| 423 |
|
|
readerwoGwGSF_EC->AddVariable("Elec_GSFTrackEta",&Elec_GSFTrackEta_);
|
| 424 |
|
|
readerwoGwGSF_EC->AddVariable("Tau_EtaAtEcalEntrance",&Tau_EtaAtEcalEntrance_);
|
| 425 |
|
|
readerwoGwGSF_EC->AddVariable("Tau_Pt",&Tau_Pt_);
|
| 426 |
|
|
readerwoGwGSF_EC->AddVariable("Tau_EmFraction",&Tau_EmFraction_);
|
| 427 |
|
|
readerwoGwGSF_EC->AddVariable("Tau_HadrHoP",&Tau_HadrHoP_);
|
| 428 |
|
|
readerwoGwGSF_EC->AddVariable("Tau_HadrEoP",&Tau_HadrEoP_);
|
| 429 |
|
|
readerwoGwGSF_EC->AddVariable("Tau_VisMass",&Tau_VisMass_);
|
| 430 |
|
|
readerwoGwGSF_EC->AddVariable("Tau_HadrMva",&Tau_HadrMva_);
|
| 431 |
|
|
readerwoGwGSF_EC->AddVariable("Tau_GSFChi2",&Tau_GSFChi2_);
|
| 432 |
|
|
readerwoGwGSF_EC->AddVariable("(Tau_GSFNumHits - Tau_KFNumHits)/(Tau_GSFNumHits + Tau_KFNumHits)",&Tau_NumHitsVariable_);
|
| 433 |
|
|
readerwoGwGSF_EC->AddVariable("Tau_GSFTrackResol",&Tau_GSFTrackResol_);
|
| 434 |
|
|
readerwoGwGSF_EC->AddVariable("Tau_GSFTracklnPt",&Tau_GSFTracklnPt_);
|
| 435 |
|
|
readerwoGwGSF_EC->AddVariable("Tau_GSFTrackEta",&Tau_GSFTrackEta_);
|
| 436 |
|
|
readerwoGwGSF_EC->AddVariable("Tau_dCrackEta",&Tau_dCrackEta_);
|
| 437 |
|
|
readerwoGwGSF_EC->SetVerbose(verbosity_);
|
| 438 |
|
|
|
| 439 |
|
|
TMVA::Reader *readerwGwoGSF_EC = new TMVA::Reader( "!Color:Silent:Error" );
|
| 440 |
|
|
readerwGwoGSF_EC->AddVariable("Elec_EtotOverPin",&Elec_EtotOverPin_);
|
| 441 |
|
|
readerwGwoGSF_EC->AddVariable("Elec_EgammaOverPdif",&Elec_EgammaOverPdif_);
|
| 442 |
|
|
readerwGwoGSF_EC->AddVariable("Elec_Fbrem",&Elec_Fbrem_);
|
| 443 |
|
|
readerwGwoGSF_EC->AddVariable("Elec_Chi2GSF",&Elec_Chi2GSF_);
|
| 444 |
|
|
readerwGwoGSF_EC->AddVariable("Elec_GSFNumHits",&Elec_GSFNumHits_);
|
| 445 |
|
|
readerwGwoGSF_EC->AddVariable("Elec_GSFTrackResol",&Elec_GSFTrackResol_);
|
| 446 |
|
|
readerwGwoGSF_EC->AddVariable("Elec_GSFTracklnPt",&Elec_GSFTracklnPt_);
|
| 447 |
|
|
readerwGwoGSF_EC->AddVariable("Elec_GSFTrackEta",&Elec_GSFTrackEta_);
|
| 448 |
|
|
readerwGwoGSF_EC->AddVariable("Tau_EtaAtEcalEntrance",&Tau_EtaAtEcalEntrance_);
|
| 449 |
|
|
readerwGwoGSF_EC->AddVariable("Tau_Pt",&Tau_Pt_);
|
| 450 |
|
|
readerwGwoGSF_EC->AddVariable("Tau_EmFraction",&Tau_EmFraction_);
|
| 451 |
|
|
readerwGwoGSF_EC->AddVariable("Tau_NumGammaCands",&Tau_NumGammaCands_);
|
| 452 |
|
|
readerwGwoGSF_EC->AddVariable("Tau_HadrHoP",&Tau_HadrHoP_);
|
| 453 |
|
|
readerwGwoGSF_EC->AddVariable("Tau_HadrEoP",&Tau_HadrEoP_);
|
| 454 |
|
|
readerwGwoGSF_EC->AddVariable("Tau_VisMass",&Tau_VisMass_);
|
| 455 |
|
|
readerwGwoGSF_EC->AddVariable("Tau_GammaEtaMom",&Tau_GammaEtaMom_);
|
| 456 |
|
|
readerwGwoGSF_EC->AddVariable("Tau_GammaPhiMom",&Tau_GammaPhiMom_);
|
| 457 |
|
|
readerwGwoGSF_EC->AddVariable("Tau_GammaEnFrac",&Tau_GammaEnFrac_);
|
| 458 |
|
|
readerwGwoGSF_EC->AddVariable("Tau_dCrackEta",&Tau_dCrackEta_);
|
| 459 |
|
|
readerwGwoGSF_EC->SetVerbose(verbosity_);
|
| 460 |
|
|
|
| 461 |
|
|
TMVA::Reader *readerwGwGSF_EC = new TMVA::Reader( "!Color:Silent:Error" );
|
| 462 |
|
|
readerwGwGSF_EC->AddVariable("Elec_EtotOverPin",&Elec_EtotOverPin_);
|
| 463 |
|
|
readerwGwGSF_EC->AddVariable("Elec_EgammaOverPdif",&Elec_EgammaOverPdif_);
|
| 464 |
|
|
readerwGwGSF_EC->AddVariable("Elec_Fbrem",&Elec_Fbrem_);
|
| 465 |
|
|
readerwGwGSF_EC->AddVariable("Elec_Chi2GSF",&Elec_Chi2GSF_);
|
| 466 |
|
|
readerwGwGSF_EC->AddVariable("Elec_GSFNumHits",&Elec_GSFNumHits_);
|
| 467 |
|
|
readerwGwGSF_EC->AddVariable("Elec_GSFTrackResol",&Elec_GSFTrackResol_);
|
| 468 |
|
|
readerwGwGSF_EC->AddVariable("Elec_GSFTracklnPt",&Elec_GSFTracklnPt_);
|
| 469 |
|
|
readerwGwGSF_EC->AddVariable("Elec_GSFTrackEta",&Elec_GSFTrackEta_);
|
| 470 |
|
|
readerwGwGSF_EC->AddVariable("Tau_EtaAtEcalEntrance",&Tau_EtaAtEcalEntrance_);
|
| 471 |
|
|
readerwGwGSF_EC->AddVariable("Tau_Pt",&Tau_Pt_);
|
| 472 |
|
|
readerwGwGSF_EC->AddVariable("Tau_EmFraction",&Tau_EmFraction_);
|
| 473 |
|
|
readerwGwGSF_EC->AddVariable("Tau_NumGammaCands",&Tau_NumGammaCands_);
|
| 474 |
|
|
readerwGwGSF_EC->AddVariable("Tau_HadrHoP",&Tau_HadrHoP_);
|
| 475 |
|
|
readerwGwGSF_EC->AddVariable("Tau_HadrEoP",&Tau_HadrEoP_);
|
| 476 |
|
|
readerwGwGSF_EC->AddVariable("Tau_VisMass",&Tau_VisMass_);
|
| 477 |
|
|
readerwGwGSF_EC->AddVariable("Tau_HadrMva",&Tau_HadrMva_);
|
| 478 |
|
|
readerwGwGSF_EC->AddVariable("Tau_GammaEtaMom",&Tau_GammaEtaMom_);
|
| 479 |
|
|
readerwGwGSF_EC->AddVariable("Tau_GammaPhiMom",&Tau_GammaPhiMom_);
|
| 480 |
|
|
readerwGwGSF_EC->AddVariable("Tau_GammaEnFrac",&Tau_GammaEnFrac_);
|
| 481 |
|
|
readerwGwGSF_EC->AddVariable("Tau_GSFChi2",&Tau_GSFChi2_);
|
| 482 |
|
|
readerwGwGSF_EC->AddVariable("(Tau_GSFNumHits - Tau_KFNumHits)/(Tau_GSFNumHits + Tau_KFNumHits)",&Tau_NumHitsVariable_);
|
| 483 |
|
|
readerwGwGSF_EC->AddVariable("Tau_GSFTrackResol",&Tau_GSFTrackResol_);
|
| 484 |
|
|
readerwGwGSF_EC->AddVariable("Tau_GSFTracklnPt",&Tau_GSFTracklnPt_);
|
| 485 |
|
|
readerwGwGSF_EC->AddVariable("Tau_GSFTrackEta",&Tau_GSFTrackEta_);
|
| 486 |
|
|
readerwGwGSF_EC->AddVariable("Tau_dCrackEta",&Tau_dCrackEta_);
|
| 487 |
|
|
readerwGwGSF_EC->SetVerbose(verbosity_);
|
| 488 |
|
|
|
| 489 |
|
|
fTMVAReader_[k_NoEleMatchwoGwoGSF_BL] = readerNoEleMatchwoGwoGSF_BL;
|
| 490 |
|
|
fTMVAReader_[k_NoEleMatchwoGwGSF_BL] = readerNoEleMatchwoGwGSF_BL;
|
| 491 |
|
|
fTMVAReader_[k_NoEleMatchwGwoGSF_BL] = readerNoEleMatchwGwoGSF_BL;
|
| 492 |
|
|
fTMVAReader_[k_NoEleMatchwGwGSF_BL] = readerNoEleMatchwGwGSF_BL;
|
| 493 |
|
|
fTMVAReader_[k_woGwoGSF_BL] = readerwoGwoGSF_BL;
|
| 494 |
|
|
fTMVAReader_[k_woGwGSF_BL] = readerwoGwGSF_BL;
|
| 495 |
|
|
fTMVAReader_[k_wGwoGSF_BL] = readerwGwoGSF_BL;
|
| 496 |
|
|
fTMVAReader_[k_wGwGSF_BL] = readerwGwGSF_BL;
|
| 497 |
|
|
fTMVAReader_[k_NoEleMatchwoGwoGSF_EC] = readerNoEleMatchwoGwoGSF_EC;
|
| 498 |
|
|
fTMVAReader_[k_NoEleMatchwoGwGSF_EC] = readerNoEleMatchwoGwGSF_EC;
|
| 499 |
|
|
fTMVAReader_[k_NoEleMatchwGwoGSF_EC] = readerNoEleMatchwGwoGSF_EC;
|
| 500 |
|
|
fTMVAReader_[k_NoEleMatchwGwGSF_EC] = readerNoEleMatchwGwGSF_EC;
|
| 501 |
|
|
fTMVAReader_[k_woGwoGSF_EC] = readerwoGwoGSF_EC;
|
| 502 |
|
|
fTMVAReader_[k_woGwGSF_EC] = readerwoGwGSF_EC;
|
| 503 |
|
|
fTMVAReader_[k_wGwoGSF_EC] = readerwGwoGSF_EC;
|
| 504 |
|
|
fTMVAReader_[k_wGwGSF_EC] = readerwGwGSF_EC;
|
| 505 |
|
|
|
| 506 |
|
|
}
|
| 507 |
|
|
|
| 508 |
|
|
double AntiElectronIDMVA3::MVAValue(Float_t TauEtaAtEcalEntrance,
|
| 509 |
|
|
Float_t TauPt,
|
| 510 |
|
|
Float_t TaudCrackEta,
|
| 511 |
|
|
Float_t TaudCrackPhi,
|
| 512 |
|
|
Float_t TauEmFraction,
|
| 513 |
|
|
Float_t TauSignalPFGammaCands,
|
| 514 |
|
|
Float_t TauLeadPFChargedHadrHoP,
|
| 515 |
|
|
Float_t TauLeadPFChargedHadrEoP,
|
| 516 |
|
|
Float_t TauVisMass,
|
| 517 |
|
|
Float_t TauHadrMva,
|
| 518 |
|
|
const std::vector<Float_t>& GammasdEta,
|
| 519 |
|
|
const std::vector<Float_t>& GammasdPhi,
|
| 520 |
|
|
const std::vector<Float_t>& GammasPt,
|
| 521 |
|
|
Float_t TauKFNumHits,
|
| 522 |
|
|
Float_t TauGSFNumHits,
|
| 523 |
|
|
Float_t TauGSFChi2,
|
| 524 |
|
|
Float_t TauGSFTrackResol,
|
| 525 |
|
|
Float_t TauGSFTracklnPt,
|
| 526 |
|
|
Float_t TauGSFTrackEta,
|
| 527 |
|
|
Float_t TauPhi,
|
| 528 |
|
|
Float_t TauSignalPFChargedCands,
|
| 529 |
|
|
Float_t TauHasGsf,
|
| 530 |
|
|
Float_t ElecEta,
|
| 531 |
|
|
Float_t ElecPhi,
|
| 532 |
|
|
Float_t ElecPt,
|
| 533 |
|
|
Float_t ElecEe,
|
| 534 |
|
|
Float_t ElecEgamma,
|
| 535 |
|
|
Float_t ElecPin,
|
| 536 |
|
|
Float_t ElecPout,
|
| 537 |
|
|
Float_t ElecFbrem,
|
| 538 |
|
|
Float_t ElecChi2GSF,
|
| 539 |
|
|
Float_t ElecGSFNumHits,
|
| 540 |
|
|
Float_t ElecGSFTrackResol,
|
| 541 |
|
|
Float_t ElecGSFTracklnPt,
|
| 542 |
|
|
Float_t ElecGSFTrackEta)
|
| 543 |
|
|
{
|
| 544 |
|
|
double sumPt = 0.;
|
| 545 |
|
|
double dEta = 0.;
|
| 546 |
|
|
double dEta2 = 0.;
|
| 547 |
|
|
double dPhi = 0.;
|
| 548 |
|
|
double dPhi2 = 0.;
|
| 549 |
|
|
double sumPt2 = 0.;
|
| 550 |
|
|
for ( unsigned int i = 0 ; i < GammasPt.size() ; ++i ) {
|
| 551 |
|
|
double pt_i = GammasPt[i];
|
| 552 |
|
|
double phi_i = GammasdPhi[i];
|
| 553 |
|
|
if ( GammasdPhi[i] > TMath::Pi() ) phi_i = GammasdPhi[i] - 2*TMath::Pi();
|
| 554 |
|
|
else if ( GammasdPhi[i] < -TMath::Pi() ) phi_i = GammasdPhi[i] + 2*TMath::Pi();
|
| 555 |
|
|
double eta_i = GammasdEta[i];
|
| 556 |
|
|
sumPt += pt_i;
|
| 557 |
|
|
sumPt2 += (pt_i*pt_i);
|
| 558 |
|
|
dEta += (pt_i*eta_i);
|
| 559 |
|
|
dEta2 += (pt_i*eta_i*eta_i);
|
| 560 |
|
|
dPhi += (pt_i*phi_i);
|
| 561 |
|
|
dPhi2 += (pt_i*phi_i*phi_i);
|
| 562 |
|
|
}
|
| 563 |
|
|
|
| 564 |
|
|
Float_t TauGammaEnFrac = sumPt/TauPt;
|
| 565 |
|
|
|
| 566 |
|
|
if ( sumPt > 0. ) {
|
| 567 |
|
|
dEta /= sumPt;
|
| 568 |
|
|
dPhi /= sumPt;
|
| 569 |
|
|
dEta2 /= sumPt;
|
| 570 |
|
|
dPhi2 /= sumPt;
|
| 571 |
|
|
}
|
| 572 |
|
|
|
| 573 |
|
|
Float_t TauGammaEtaMom = TMath::Sqrt(dEta2)*TMath::Sqrt(TauGammaEnFrac)*TauPt;
|
| 574 |
|
|
Float_t TauGammaPhiMom = TMath::Sqrt(dPhi2)*TMath::Sqrt(TauGammaEnFrac)*TauPt;
|
| 575 |
|
|
|
| 576 |
|
|
return MVAValue(TauEtaAtEcalEntrance,
|
| 577 |
|
|
TauPt,
|
| 578 |
|
|
TaudCrackEta,
|
| 579 |
|
|
TaudCrackPhi,
|
| 580 |
|
|
TauEmFraction,
|
| 581 |
|
|
TauSignalPFGammaCands,
|
| 582 |
|
|
TauLeadPFChargedHadrHoP,
|
| 583 |
|
|
TauLeadPFChargedHadrEoP,
|
| 584 |
|
|
TauVisMass,
|
| 585 |
|
|
TauHadrMva,
|
| 586 |
|
|
TauGammaEtaMom,
|
| 587 |
|
|
TauGammaPhiMom,
|
| 588 |
|
|
TauGammaEnFrac,
|
| 589 |
|
|
TauKFNumHits,
|
| 590 |
|
|
TauGSFNumHits,
|
| 591 |
|
|
TauGSFChi2,
|
| 592 |
|
|
TauGSFTrackResol,
|
| 593 |
|
|
TauGSFTracklnPt,
|
| 594 |
|
|
TauGSFTrackEta,
|
| 595 |
|
|
TauPhi,
|
| 596 |
|
|
TauSignalPFChargedCands,
|
| 597 |
|
|
TauHasGsf,
|
| 598 |
|
|
ElecEta,
|
| 599 |
|
|
ElecPhi,
|
| 600 |
|
|
ElecPt,
|
| 601 |
|
|
ElecEe,
|
| 602 |
|
|
ElecEgamma,
|
| 603 |
|
|
ElecPin,
|
| 604 |
|
|
ElecPout,
|
| 605 |
|
|
ElecFbrem,
|
| 606 |
|
|
ElecChi2GSF,
|
| 607 |
|
|
ElecGSFNumHits,
|
| 608 |
|
|
ElecGSFTrackResol,
|
| 609 |
|
|
ElecGSFTracklnPt,
|
| 610 |
|
|
ElecGSFTrackEta);
|
| 611 |
|
|
}
|
| 612 |
|
|
|
| 613 |
|
|
double AntiElectronIDMVA3::MVAValue(Float_t TauEtaAtEcalEntrance,
|
| 614 |
|
|
Float_t TauPt,
|
| 615 |
|
|
Float_t TaudCrackEta,
|
| 616 |
|
|
Float_t TaudCrackPhi,
|
| 617 |
|
|
Float_t TauEmFraction,
|
| 618 |
|
|
Float_t TauSignalPFGammaCands,
|
| 619 |
|
|
Float_t TauLeadPFChargedHadrHoP,
|
| 620 |
|
|
Float_t TauLeadPFChargedHadrEoP,
|
| 621 |
|
|
Float_t TauVisMass,
|
| 622 |
|
|
Float_t TauHadrMva,
|
| 623 |
|
|
Float_t TauGammaEtaMom,
|
| 624 |
|
|
Float_t TauGammaPhiMom,
|
| 625 |
|
|
Float_t TauGammaEnFrac,
|
| 626 |
|
|
Float_t TauKFNumHits,
|
| 627 |
|
|
Float_t TauGSFNumHits,
|
| 628 |
|
|
Float_t TauGSFChi2,
|
| 629 |
|
|
Float_t TauGSFTrackResol,
|
| 630 |
|
|
Float_t TauGSFTracklnPt,
|
| 631 |
|
|
Float_t TauGSFTrackEta,
|
| 632 |
|
|
Float_t TauPhi,
|
| 633 |
|
|
Float_t TauSignalPFChargedCands,
|
| 634 |
|
|
Float_t TauHasGsf,
|
| 635 |
|
|
Float_t ElecEta,
|
| 636 |
|
|
Float_t ElecPhi,
|
| 637 |
|
|
Float_t ElecPt,
|
| 638 |
|
|
Float_t ElecEe,
|
| 639 |
|
|
Float_t ElecEgamma,
|
| 640 |
|
|
Float_t ElecPin,
|
| 641 |
|
|
Float_t ElecPout,
|
| 642 |
|
|
Float_t ElecFbrem,
|
| 643 |
|
|
Float_t ElecChi2GSF,
|
| 644 |
|
|
Float_t ElecGSFNumHits,
|
| 645 |
|
|
Float_t ElecGSFTrackResol,
|
| 646 |
|
|
Float_t ElecGSFTracklnPt,
|
| 647 |
|
|
Float_t ElecGSFTrackEta)
|
| 648 |
|
|
{
|
| 649 |
|
|
|
| 650 |
|
|
if ( !isInitialized_ ) {
|
| 651 |
|
|
std::cout << "Error: AntiElectronMVA not properly initialized.\n";
|
| 652 |
|
|
return -99.;
|
| 653 |
|
|
}
|
| 654 |
|
|
|
| 655 |
|
|
Tau_EtaAtEcalEntrance_ = TauEtaAtEcalEntrance;
|
| 656 |
|
|
Tau_Pt_ = TauPt;
|
| 657 |
|
|
Tau_dCrackEta_ = TaudCrackEta;
|
| 658 |
|
|
Tau_dCrackPhi_ = TaudCrackPhi;
|
| 659 |
|
|
Tau_EmFraction_ = TMath::Max(TauEmFraction,float(0.0));
|
| 660 |
|
|
Tau_NumGammaCands_ = TauSignalPFGammaCands;
|
| 661 |
|
|
Tau_HadrHoP_ = TauLeadPFChargedHadrHoP;
|
| 662 |
|
|
Tau_HadrEoP_ = TauLeadPFChargedHadrEoP;
|
| 663 |
|
|
Tau_VisMass_ = TauVisMass;
|
| 664 |
|
|
Tau_HadrMva_ = TauHadrMva;
|
| 665 |
|
|
Tau_GammaEtaMom_ = TauGammaEtaMom;
|
| 666 |
|
|
Tau_GammaPhiMom_ = TauGammaPhiMom;
|
| 667 |
|
|
Tau_GammaEnFrac_ = TauGammaEnFrac;
|
| 668 |
|
|
Tau_GSFChi2_ = TauGSFChi2;
|
| 669 |
|
|
Tau_NumHitsVariable_ = (TauGSFNumHits-TauKFNumHits)/(TauGSFNumHits+TauKFNumHits);
|
| 670 |
|
|
Tau_GSFTrackResol_ = TauGSFTrackResol;
|
| 671 |
|
|
Tau_GSFTracklnPt_ = TauGSFTracklnPt;
|
| 672 |
|
|
Tau_GSFTrackEta_ = TauGSFTrackEta;
|
| 673 |
|
|
|
| 674 |
|
|
Elec_EtotOverPin_ = (ElecEe + ElecEgamma)/ElecPin;
|
| 675 |
|
|
Elec_EgammaOverPdif_ = ElecEgamma/(ElecPin - ElecPout);
|
| 676 |
|
|
Elec_Fbrem_ = ElecFbrem;
|
| 677 |
|
|
Elec_Chi2GSF_ = ElecChi2GSF;
|
| 678 |
|
|
Elec_GSFNumHits_ = ElecGSFNumHits;
|
| 679 |
|
|
Elec_GSFTrackResol_ = ElecGSFTrackResol;
|
| 680 |
|
|
Elec_GSFTracklnPt_ = ElecGSFTracklnPt;
|
| 681 |
|
|
Elec_GSFTrackEta_ = ElecGSFTrackEta;
|
| 682 |
|
|
|
| 683 |
|
|
double mva = -99.;
|
| 684 |
|
|
if ( TauSignalPFChargedCands == 3 ) mva = 1.0;
|
| 685 |
|
|
else if ( MathUtils::DeltaR(TauPhi, TauEtaAtEcalEntrance, ElecPhi, ElecEta) > 0.3 && TauSignalPFGammaCands == 0 && TauHasGsf < 0.5) {
|
| 686 |
|
|
if ( TMath::Abs(TauEtaAtEcalEntrance) < 1.5 ) mva = fTMVAReader_[k_NoEleMatchwoGwoGSF_BL]->EvaluateMVA(methodName_);
|
| 687 |
|
|
else mva = fTMVAReader_[k_NoEleMatchwoGwoGSF_EC]->EvaluateMVA(methodName_);
|
| 688 |
|
|
}
|
| 689 |
|
|
else if ( MathUtils::DeltaR(TauPhi, TauEtaAtEcalEntrance, ElecPhi, ElecEta) > 0.3 && TauSignalPFGammaCands == 0 && TauHasGsf > 0.5) {
|
| 690 |
|
|
if ( TMath::Abs(TauEtaAtEcalEntrance) < 1.5 ) mva = fTMVAReader_[k_NoEleMatchwoGwGSF_BL]->EvaluateMVA(methodName_);
|
| 691 |
|
|
else mva = fTMVAReader_[k_NoEleMatchwoGwGSF_EC]->EvaluateMVA(methodName_);
|
| 692 |
|
|
}
|
| 693 |
|
|
else if ( MathUtils::DeltaR(TauPhi, TauEtaAtEcalEntrance, ElecPhi, ElecEta) > 0.3 && TauSignalPFGammaCands > 0 && TauHasGsf < 0.5) {
|
| 694 |
|
|
if ( TMath::Abs(TauEtaAtEcalEntrance) < 1.5 ) mva = fTMVAReader_[k_NoEleMatchwGwoGSF_BL]->EvaluateMVA(methodName_);
|
| 695 |
|
|
else mva = fTMVAReader_[k_NoEleMatchwGwoGSF_EC]->EvaluateMVA(methodName_);
|
| 696 |
|
|
}
|
| 697 |
|
|
else if ( MathUtils::DeltaR(TauPhi, TauEtaAtEcalEntrance, ElecPhi, ElecEta) > 0.3 && TauSignalPFGammaCands > 0 && TauHasGsf > 0.5) {
|
| 698 |
|
|
if ( TMath::Abs(TauEtaAtEcalEntrance) < 1.5 ) mva = fTMVAReader_[k_NoEleMatchwGwGSF_BL]->EvaluateMVA(methodName_);
|
| 699 |
|
|
else mva = fTMVAReader_[k_NoEleMatchwGwGSF_EC]->EvaluateMVA(methodName_);
|
| 700 |
|
|
}
|
| 701 |
|
|
else if ( TauSignalPFGammaCands == 0 && TauHasGsf < 0.5) {
|
| 702 |
|
|
if ( TMath::Abs(TauEtaAtEcalEntrance) < 1.5 ) mva = fTMVAReader_[k_woGwoGSF_BL]->EvaluateMVA(methodName_);
|
| 703 |
|
|
else mva = fTMVAReader_[k_woGwoGSF_EC]->EvaluateMVA(methodName_);
|
| 704 |
|
|
}
|
| 705 |
|
|
else if ( TauSignalPFGammaCands == 0 && TauHasGsf > 0.5) {
|
| 706 |
|
|
if ( TMath::Abs(TauEtaAtEcalEntrance) < 1.5 ) mva = fTMVAReader_[k_woGwGSF_BL]->EvaluateMVA(methodName_);
|
| 707 |
|
|
else mva = fTMVAReader_[k_woGwGSF_EC]->EvaluateMVA(methodName_);
|
| 708 |
|
|
}
|
| 709 |
|
|
else if ( TauSignalPFGammaCands > 0 && TauHasGsf < 0.5) {
|
| 710 |
|
|
if ( TMath::Abs(TauEtaAtEcalEntrance) < 1.5 ) mva = fTMVAReader_[k_wGwoGSF_BL]->EvaluateMVA(methodName_);
|
| 711 |
|
|
else mva = fTMVAReader_[k_wGwoGSF_EC]->EvaluateMVA(methodName_);
|
| 712 |
|
|
}
|
| 713 |
|
|
else if ( TauSignalPFGammaCands > 0 && TauHasGsf > 0.5) {
|
| 714 |
|
|
if ( TMath::Abs(TauEtaAtEcalEntrance) < 1.5 ) mva = fTMVAReader_[k_wGwGSF_BL]->EvaluateMVA(methodName_);
|
| 715 |
|
|
else mva = fTMVAReader_[k_wGwGSF_EC]->EvaluateMVA(methodName_);
|
| 716 |
|
|
}
|
| 717 |
|
|
return mva;
|
| 718 |
|
|
}
|
| 719 |
|
|
|
| 720 |
|
|
|
| 721 |
|
|
double AntiElectronIDMVA3::MVAValue(const PFTau& thePFTau,
|
| 722 |
|
|
const Electron& theGsfEle)
|
| 723 |
|
|
|
| 724 |
|
|
{
|
| 725 |
|
|
Float_t TauEtaAtEcalEntrance = -99.;
|
| 726 |
|
|
float sumEtaTimesEnergy = 0;
|
| 727 |
|
|
float sumEnergy = 0;
|
| 728 |
|
|
for(unsigned int j = 0 ; j < thePFTau.NSignalPFCands(); j++){
|
| 729 |
|
|
const PFCandidate *pfcandidate = thePFTau.SignalPFCand(j);
|
| 730 |
|
|
sumEtaTimesEnergy += pfcandidate->EtaECal()*pfcandidate->E();
|
| 731 |
|
|
sumEnergy += pfcandidate->E();
|
| 732 |
|
|
}
|
| 733 |
|
|
if(sumEnergy>0)TauEtaAtEcalEntrance = sumEtaTimesEnergy/sumEnergy;
|
| 734 |
|
|
|
| 735 |
|
|
Float_t TauPt = thePFTau.Pt();
|
| 736 |
|
|
Float_t TauEmFraction = TMath::Max(thePFTau.EMFraction(), (Double_t)0.);
|
| 737 |
|
|
Float_t TauSignalPFGammaCands = thePFTau.NSignalPFGammaCands();
|
| 738 |
|
|
Float_t TauLeadPFChargedHadrHoP = 0.;
|
| 739 |
|
|
Float_t TauLeadPFChargedHadrEoP = 0.;
|
| 740 |
|
|
if ( thePFTau.LeadChargedHadronPFCand()->P() > 0. ) {
|
| 741 |
|
|
TauLeadPFChargedHadrHoP = thePFTau.LeadChargedHadronPFCand()->EHCal()/thePFTau.LeadChargedHadronPFCand()->P();
|
| 742 |
|
|
TauLeadPFChargedHadrEoP = thePFTau.LeadChargedHadronPFCand()->EECal()/thePFTau.LeadChargedHadronPFCand()->P();
|
| 743 |
|
|
}
|
| 744 |
|
|
Float_t TauVisMass = thePFTau.Mass();
|
| 745 |
|
|
Float_t TauHadrMva = TMath::Max(thePFTau.ElectronPreIDOutput(), Double_t(-1.0));
|
| 746 |
|
|
std::vector<Float_t> GammasdEta;
|
| 747 |
|
|
std::vector<Float_t> GammasdPhi;
|
| 748 |
|
|
std::vector<Float_t> GammasPt;
|
| 749 |
|
|
for ( unsigned i = 0 ; i < thePFTau.NSignalPFGammaCands(); ++i ) {
|
| 750 |
|
|
const PFCandidate *gamma = thePFTau.SignalPFGammaCand(i);
|
| 751 |
|
|
if ( thePFTau.LeadChargedHadronPFCand() != NULL ) {
|
| 752 |
|
|
GammasdEta.push_back(gamma->Eta() - thePFTau.LeadChargedHadronPFCand()->Eta());
|
| 753 |
|
|
GammasdPhi.push_back(gamma->Phi() - thePFTau.LeadChargedHadronPFCand()->Phi());
|
| 754 |
|
|
} else {
|
| 755 |
|
|
GammasdEta.push_back(gamma->Eta() - thePFTau.Eta());
|
| 756 |
|
|
GammasdPhi.push_back(gamma->Phi() - thePFTau.Phi());
|
| 757 |
|
|
}
|
| 758 |
|
|
GammasPt.push_back(gamma->Pt());
|
| 759 |
|
|
}
|
| 760 |
|
|
Float_t TauKFNumHits = -99.;
|
| 761 |
|
|
if(thePFTau.LeadChargedHadronPFCand()->HasTrackerTrk()){
|
| 762 |
|
|
TauKFNumHits = thePFTau.LeadChargedHadronPFCand()->TrackerTrk()->NHits();
|
| 763 |
|
|
}
|
| 764 |
|
|
Float_t TauGSFNumHits = -99.;
|
| 765 |
|
|
Float_t TauGSFChi2 = -99.;
|
| 766 |
|
|
Float_t TauGSFTrackResol = -99.;
|
| 767 |
|
|
Float_t TauGSFTracklnPt = -99.;
|
| 768 |
|
|
Float_t TauGSFTrackEta = -99.;
|
| 769 |
|
|
if(thePFTau.LeadChargedHadronPFCand()->HasGsfTrk()){
|
| 770 |
|
|
TauGSFChi2 = thePFTau.LeadChargedHadronPFCand()->GsfTrk()->RChi2();
|
| 771 |
|
|
TauGSFNumHits = thePFTau.LeadChargedHadronPFCand()->GsfTrk()->NHits();
|
| 772 |
|
|
if ( thePFTau.LeadChargedHadronPFCand()->GsfTrk()->Pt() > 0. ) {
|
| 773 |
|
|
TauGSFTrackResol = thePFTau.LeadChargedHadronPFCand()->GsfTrk()->PtErr()/thePFTau.LeadChargedHadronPFCand()->GsfTrk()->Pt();
|
| 774 |
|
|
TauGSFTracklnPt = log(thePFTau.LeadChargedHadronPFCand()->GsfTrk()->Pt())*TMath::Ln10();
|
| 775 |
|
|
}
|
| 776 |
|
|
TauGSFTrackEta = thePFTau.LeadChargedHadronPFCand()->GsfTrk()->Eta();
|
| 777 |
|
|
}
|
| 778 |
|
|
Float_t TauPhi = thePFTau.Phi();
|
| 779 |
|
|
float sumPhiTimesEnergy = 0;
|
| 780 |
|
|
float sumEnergyPhi = 0;
|
| 781 |
|
|
for(unsigned int j = 0 ; j < thePFTau.NSignalPFCands() ; j++){
|
| 782 |
|
|
const PFCandidate *pfcandidate = thePFTau.SignalPFCand(j);
|
| 783 |
|
|
sumPhiTimesEnergy += pfcandidate->PhiECal()*pfcandidate->E();
|
| 784 |
|
|
sumEnergyPhi += pfcandidate->E();
|
| 785 |
|
|
}
|
| 786 |
|
|
if(sumEnergy>0)TauPhi = sumPhiTimesEnergy/sumEnergyPhi;
|
| 787 |
|
|
Float_t TaudCrackPhi = dCrackPhi(TauPhi,TauEtaAtEcalEntrance) ;
|
| 788 |
|
|
Float_t TaudCrackEta = dCrackEta(TauEtaAtEcalEntrance) ;
|
| 789 |
|
|
Float_t TauSignalPFChargedCands = thePFTau.NSignalPFChargedHadrCands();
|
| 790 |
|
|
Float_t TauHasGsf = thePFTau.LeadChargedHadronPFCand()->HasGsfTrk();
|
| 791 |
|
|
|
| 792 |
|
|
Float_t ElecEta = theGsfEle.Eta();
|
| 793 |
|
|
Float_t ElecPhi = theGsfEle.Phi();
|
| 794 |
|
|
Float_t ElecPt = theGsfEle.Pt();
|
| 795 |
|
|
//Variables related to the electron Cluster
|
| 796 |
|
|
Float_t ElecEe = 0.;
|
| 797 |
|
|
Float_t ElecEgamma = 0.;
|
| 798 |
|
|
const SuperCluster *pfSuperCluster = theGsfEle.PFSCluster();
|
| 799 |
|
|
if ( pfSuperCluster != NULL) {
|
| 800 |
|
|
for (UInt_t i = 0; i < pfSuperCluster->NClusters(); i++) {
|
| 801 |
|
|
const BasicCluster *pfCluster = pfSuperCluster->Cluster(i);
|
| 802 |
|
|
double pfClusterEn = pfCluster->Energy();
|
| 803 |
|
|
if ( i == 0) ElecEe += pfClusterEn;
|
| 804 |
|
|
else ElecEgamma += pfClusterEn;
|
| 805 |
|
|
}
|
| 806 |
|
|
}
|
| 807 |
|
|
Float_t ElecPin = theGsfEle.PIn();
|
| 808 |
|
|
Float_t ElecPout = theGsfEle.POut();
|
| 809 |
|
|
Float_t ElecFbrem = theGsfEle.FBrem();
|
| 810 |
|
|
//Variables related to the GsfTrack
|
| 811 |
|
|
Float_t ElecChi2GSF = -99.;
|
| 812 |
|
|
Float_t ElecGSFNumHits = -99.;
|
| 813 |
|
|
Float_t ElecGSFTrackResol = -99.;
|
| 814 |
|
|
Float_t ElecGSFTracklnPt = -99.;
|
| 815 |
|
|
Float_t ElecGSFTrackEta = -99.;
|
| 816 |
|
|
if ( theGsfEle.HasGsfTrk() ) {
|
| 817 |
|
|
ElecChi2GSF = theGsfEle.GsfTrk()->RChi2();
|
| 818 |
|
|
ElecGSFNumHits = theGsfEle.GsfTrk()->NHits();
|
| 819 |
|
|
if ( theGsfEle.GsfTrk()->Pt() > 0. ) {
|
| 820 |
|
|
ElecGSFTrackResol = theGsfEle.GsfTrk()->PtErr()/theGsfEle.GsfTrk()->Pt();
|
| 821 |
|
|
ElecGSFTracklnPt = log(theGsfEle.GsfTrk()->Pt())*TMath::Ln10();
|
| 822 |
|
|
}
|
| 823 |
|
|
ElecGSFTrackEta = theGsfEle.GsfTrk()->Eta();
|
| 824 |
|
|
}
|
| 825 |
|
|
|
| 826 |
|
|
return MVAValue(TauEtaAtEcalEntrance,
|
| 827 |
|
|
TauPt,
|
| 828 |
|
|
TaudCrackEta,
|
| 829 |
|
|
TaudCrackPhi,
|
| 830 |
|
|
TauEmFraction,
|
| 831 |
|
|
TauSignalPFGammaCands,
|
| 832 |
|
|
TauLeadPFChargedHadrHoP,
|
| 833 |
|
|
TauLeadPFChargedHadrEoP,
|
| 834 |
|
|
TauVisMass,
|
| 835 |
|
|
TauHadrMva,
|
| 836 |
|
|
GammasdEta,
|
| 837 |
|
|
GammasdPhi,
|
| 838 |
|
|
GammasPt,
|
| 839 |
|
|
TauKFNumHits,
|
| 840 |
|
|
TauGSFNumHits,
|
| 841 |
|
|
TauGSFChi2,
|
| 842 |
|
|
TauGSFTrackResol,
|
| 843 |
|
|
TauGSFTracklnPt,
|
| 844 |
|
|
TauGSFTrackEta,
|
| 845 |
|
|
TauPhi,
|
| 846 |
|
|
TauSignalPFChargedCands,
|
| 847 |
|
|
TauHasGsf,
|
| 848 |
|
|
ElecEta,
|
| 849 |
|
|
ElecPhi,
|
| 850 |
|
|
ElecPt,
|
| 851 |
|
|
ElecEe,
|
| 852 |
|
|
ElecEgamma,
|
| 853 |
|
|
ElecPin,
|
| 854 |
|
|
ElecPout,
|
| 855 |
|
|
ElecFbrem,
|
| 856 |
|
|
ElecChi2GSF,
|
| 857 |
|
|
ElecGSFNumHits,
|
| 858 |
|
|
ElecGSFTrackResol,
|
| 859 |
|
|
ElecGSFTracklnPt,
|
| 860 |
|
|
ElecGSFTrackEta);
|
| 861 |
|
|
}
|
| 862 |
|
|
|
| 863 |
|
|
double AntiElectronIDMVA3::MVAValue(const PFTau& thePFTau)
|
| 864 |
|
|
{
|
| 865 |
|
|
Float_t TauEtaAtEcalEntrance = -99.;
|
| 866 |
|
|
float sumEtaTimesEnergy = 0;
|
| 867 |
|
|
float sumEnergy = 0;
|
| 868 |
|
|
for(unsigned int j = 0 ; j < thePFTau.NSignalPFCands() ; j++){
|
| 869 |
|
|
const PFCandidate *pfcandidate = thePFTau.SignalPFCand(j);
|
| 870 |
|
|
sumEtaTimesEnergy += pfcandidate->EtaECal()*pfcandidate->E();
|
| 871 |
|
|
sumEnergy += pfcandidate->E();
|
| 872 |
|
|
}
|
| 873 |
|
|
if(sumEnergy>0)TauEtaAtEcalEntrance = sumEtaTimesEnergy/sumEnergy;
|
| 874 |
|
|
|
| 875 |
|
|
Float_t TauPt = thePFTau.Pt();
|
| 876 |
|
|
Float_t TauEmFraction = TMath::Max(thePFTau.EMFraction(), (Double_t)0.);
|
| 877 |
|
|
Float_t TauSignalPFGammaCands = thePFTau.NSignalPFGammaCands();
|
| 878 |
|
|
Float_t TauLeadPFChargedHadrHoP = 0.;
|
| 879 |
|
|
Float_t TauLeadPFChargedHadrEoP = 0.;
|
| 880 |
|
|
if ( thePFTau.LeadChargedHadronPFCand()->P() > 0. ) {
|
| 881 |
|
|
TauLeadPFChargedHadrHoP = thePFTau.LeadChargedHadronPFCand()->EHCal()/thePFTau.LeadChargedHadronPFCand()->P();
|
| 882 |
|
|
TauLeadPFChargedHadrEoP = thePFTau.LeadChargedHadronPFCand()->EECal()/thePFTau.LeadChargedHadronPFCand()->P();
|
| 883 |
|
|
}
|
| 884 |
|
|
Float_t TauVisMass = thePFTau.Mass();
|
| 885 |
|
|
Float_t TauHadrMva = TMath::Max(thePFTau.ElectronPreIDOutput(),Double_t(-1.0));
|
| 886 |
|
|
std::vector<Float_t> GammasdEta;
|
| 887 |
|
|
std::vector<Float_t> GammasdPhi;
|
| 888 |
|
|
std::vector<Float_t> GammasPt;
|
| 889 |
|
|
for ( unsigned i = 0 ; i < thePFTau.NSignalPFGammaCands(); ++i ) {
|
| 890 |
|
|
const PFCandidate *gamma = thePFTau.SignalPFGammaCand(i);
|
| 891 |
|
|
if ( thePFTau.LeadChargedHadronPFCand() != NULL ) {
|
| 892 |
|
|
GammasdEta.push_back(gamma->Eta() - thePFTau.LeadChargedHadronPFCand()->Eta());
|
| 893 |
|
|
GammasdPhi.push_back(gamma->Phi() - thePFTau.LeadChargedHadronPFCand()->Phi());
|
| 894 |
|
|
} else {
|
| 895 |
|
|
GammasdEta.push_back(gamma->Eta() - thePFTau.Eta());
|
| 896 |
|
|
GammasdPhi.push_back(gamma->Phi() - thePFTau.Phi());
|
| 897 |
|
|
}
|
| 898 |
|
|
GammasPt.push_back(gamma->Pt());
|
| 899 |
|
|
}
|
| 900 |
|
|
Float_t TauKFNumHits = -99.;
|
| 901 |
|
|
if(thePFTau.LeadChargedHadronPFCand()->HasTrackerTrk()){
|
| 902 |
|
|
TauKFNumHits = thePFTau.LeadChargedHadronPFCand()->TrackerTrk()->NHits();
|
| 903 |
|
|
}
|
| 904 |
|
|
Float_t TauGSFNumHits = -99.;
|
| 905 |
|
|
Float_t TauGSFChi2 = -99.;
|
| 906 |
|
|
Float_t TauGSFTrackResol = -99.;
|
| 907 |
|
|
Float_t TauGSFTracklnPt = -99.;
|
| 908 |
|
|
Float_t TauGSFTrackEta = -99.;
|
| 909 |
|
|
if(thePFTau.LeadChargedHadronPFCand()->HasGsfTrk()){
|
| 910 |
|
|
TauGSFChi2 = thePFTau.LeadChargedHadronPFCand()->GsfTrk()->RChi2();
|
| 911 |
|
|
TauGSFNumHits = thePFTau.LeadChargedHadronPFCand()->GsfTrk()->NHits();
|
| 912 |
|
|
if ( thePFTau.LeadChargedHadronPFCand()->GsfTrk()->Pt() > 0. ) {
|
| 913 |
|
|
TauGSFTrackResol = thePFTau.LeadChargedHadronPFCand()->GsfTrk()->PtErr()/thePFTau.LeadChargedHadronPFCand()->GsfTrk()->Pt();
|
| 914 |
|
|
TauGSFTracklnPt = log(thePFTau.LeadChargedHadronPFCand()->GsfTrk()->Pt())*TMath::Ln10();
|
| 915 |
|
|
}
|
| 916 |
|
|
TauGSFTrackEta = thePFTau.LeadChargedHadronPFCand()->GsfTrk()->Eta();
|
| 917 |
|
|
}
|
| 918 |
|
|
Float_t TauPhi = thePFTau.Phi();
|
| 919 |
|
|
float sumPhiTimesEnergy = 0;
|
| 920 |
|
|
float sumEnergyPhi = 0;
|
| 921 |
|
|
for(unsigned int j = 0 ; j < thePFTau.NSignalPFCands() ; j++){
|
| 922 |
|
|
const PFCandidate *pfcandidate = thePFTau.SignalPFCand(j);
|
| 923 |
|
|
sumPhiTimesEnergy += pfcandidate->PhiECal()*pfcandidate->E();
|
| 924 |
|
|
sumEnergyPhi += pfcandidate->E();
|
| 925 |
|
|
}
|
| 926 |
|
|
if(sumEnergy>0)TauPhi = sumPhiTimesEnergy/sumEnergyPhi;
|
| 927 |
|
|
Float_t TaudCrackPhi = dCrackPhi(TauPhi,TauEtaAtEcalEntrance) ;
|
| 928 |
|
|
Float_t TaudCrackEta = dCrackEta(TauEtaAtEcalEntrance) ;
|
| 929 |
|
|
Float_t TauSignalPFChargedCands = thePFTau.NSignalPFChargedHadrCands();
|
| 930 |
|
|
Float_t TauHasGsf = thePFTau.LeadChargedHadronPFCand()->HasGsfTrk();
|
| 931 |
|
|
|
| 932 |
|
|
Float_t dummyElecEta = 9.9;
|
| 933 |
|
|
|
| 934 |
|
|
return MVAValue(TauEtaAtEcalEntrance,
|
| 935 |
|
|
TauPt,
|
| 936 |
|
|
TaudCrackEta,
|
| 937 |
|
|
TaudCrackPhi,
|
| 938 |
|
|
TauEmFraction,
|
| 939 |
|
|
TauSignalPFGammaCands,
|
| 940 |
|
|
TauLeadPFChargedHadrHoP,
|
| 941 |
|
|
TauLeadPFChargedHadrEoP,
|
| 942 |
|
|
TauVisMass,
|
| 943 |
|
|
TauHadrMva,
|
| 944 |
|
|
GammasdEta,
|
| 945 |
|
|
GammasdPhi,
|
| 946 |
|
|
GammasPt,
|
| 947 |
|
|
TauKFNumHits,
|
| 948 |
|
|
TauGSFNumHits,
|
| 949 |
|
|
TauGSFChi2,
|
| 950 |
|
|
TauGSFTrackResol,
|
| 951 |
|
|
TauGSFTracklnPt,
|
| 952 |
|
|
TauGSFTrackEta,
|
| 953 |
|
|
TauPhi,
|
| 954 |
|
|
TauSignalPFChargedCands,
|
| 955 |
|
|
TauHasGsf,
|
| 956 |
|
|
dummyElecEta,
|
| 957 |
|
|
0.,
|
| 958 |
|
|
0.,
|
| 959 |
|
|
0.,
|
| 960 |
|
|
0.,
|
| 961 |
|
|
0.,
|
| 962 |
|
|
0.,
|
| 963 |
|
|
0.,
|
| 964 |
|
|
0.,
|
| 965 |
|
|
0.,
|
| 966 |
|
|
0.,
|
| 967 |
|
|
0.,
|
| 968 |
|
|
0.);
|
| 969 |
|
|
}
|
| 970 |
|
|
|
| 971 |
|
|
|
| 972 |
|
|
double
|
| 973 |
|
|
AntiElectronIDMVA3::minimum(double a,double b){
|
| 974 |
|
|
if(TMath::Abs(b)<TMath::Abs(a)) return b;
|
| 975 |
|
|
else return a;
|
| 976 |
|
|
}
|
| 977 |
|
|
|
| 978 |
|
|
//compute the unsigned distance to the closest phi-crack in the barrel
|
| 979 |
|
|
double
|
| 980 |
|
|
AntiElectronIDMVA3:: dCrackPhi(double phi, double eta){
|
| 981 |
|
|
|
| 982 |
|
|
double pi= TMath::Pi();// 3.14159265358979323846;
|
| 983 |
|
|
|
| 984 |
|
|
//Location of the 18 phi-cracks
|
| 985 |
|
|
static std::vector<double> cPhi;
|
| 986 |
|
|
if(cPhi.size()==0)
|
| 987 |
|
|
{
|
| 988 |
|
|
cPhi.resize(18,0);
|
| 989 |
|
|
cPhi[0]=2.97025;
|
| 990 |
|
|
for(unsigned i=1;i<=17;++i) cPhi[i]=cPhi[0]-2*i*pi/18;
|
| 991 |
|
|
}
|
| 992 |
|
|
|
| 993 |
|
|
//Shift of this location if eta<0
|
| 994 |
|
|
double delta_cPhi=0.00638;
|
| 995 |
|
|
|
| 996 |
|
|
double m; //the result
|
| 997 |
|
|
|
| 998 |
|
|
if (eta>=- 1.47464 && eta<= 1.47464){
|
| 999 |
|
|
|
| 1000 |
|
|
//the location is shifted
|
| 1001 |
|
|
if(eta<0) phi +=delta_cPhi;
|
| 1002 |
|
|
|
| 1003 |
|
|
if (phi>=-pi && phi<=pi){
|
| 1004 |
|
|
|
| 1005 |
|
|
//the problem of the extrema
|
| 1006 |
|
|
if (phi<cPhi[17] || phi>=cPhi[0]){
|
| 1007 |
|
|
if (phi<0) phi+= 2*pi;
|
| 1008 |
|
|
m = minimum(phi -cPhi[0],phi-cPhi[17]-2*pi);
|
| 1009 |
|
|
}
|
| 1010 |
|
|
|
| 1011 |
|
|
//between these extrema...
|
| 1012 |
|
|
else{
|
| 1013 |
|
|
bool OK = false;
|
| 1014 |
|
|
unsigned i=16;
|
| 1015 |
|
|
while(!OK){
|
| 1016 |
|
|
if (phi<cPhi[i]){
|
| 1017 |
|
|
m=minimum(phi-cPhi[i+1],phi-cPhi[i]);
|
| 1018 |
|
|
OK=true;
|
| 1019 |
|
|
}
|
| 1020 |
|
|
else i-=1;
|
| 1021 |
|
|
}
|
| 1022 |
|
|
}
|
| 1023 |
|
|
}
|
| 1024 |
|
|
else{
|
| 1025 |
|
|
m=0.; //if there is a problem, we assum that we are in a crack
|
| 1026 |
|
|
std::cout<<"Problem in dminphi"<<std::endl;
|
| 1027 |
|
|
}
|
| 1028 |
|
|
}
|
| 1029 |
|
|
else{
|
| 1030 |
|
|
return -99.;
|
| 1031 |
|
|
std::cout<<"Encap region"<<std::endl;
|
| 1032 |
|
|
}
|
| 1033 |
|
|
|
| 1034 |
|
|
return TMath::Abs(m);
|
| 1035 |
|
|
}
|
| 1036 |
|
|
|
| 1037 |
|
|
//compute the unsigned distance to the closest phi-crack in the barrel
|
| 1038 |
|
|
double
|
| 1039 |
|
|
AntiElectronIDMVA3:: dCrackEta(double eta){
|
| 1040 |
|
|
|
| 1041 |
|
|
//Location of the eta-cracks
|
| 1042 |
|
|
double cracks[5] = {0, 4.44747e-01, 7.92824e-01, 1.14090e+00, 1.47464e+00};
|
| 1043 |
|
|
|
| 1044 |
|
|
double m=99.; //the result
|
| 1045 |
|
|
|
| 1046 |
|
|
for(int i=0;i<5;i++){
|
| 1047 |
|
|
double d = minimum(eta-cracks[i], eta+cracks[i]);
|
| 1048 |
|
|
if (TMath::Abs(d)<TMath::Abs(m)){
|
| 1049 |
|
|
m=d;
|
| 1050 |
|
|
}
|
| 1051 |
|
|
}
|
| 1052 |
|
|
|
| 1053 |
|
|
return TMath::Abs(m);
|
| 1054 |
|
|
}
|
| 1055 |
|
|
|
| 1056 |
|
|
bool AntiElectronIDMVA3::Pass(double mva, int category, Level level)
|
| 1057 |
|
|
{
|
| 1058 |
|
|
if(category >= 0)
|
| 1059 |
|
|
return mva > cuts_[level][category];
|
| 1060 |
|
|
else if(mva == 1)
|
| 1061 |
|
|
return true;
|
| 1062 |
|
|
else
|
| 1063 |
|
|
return false;
|
| 1064 |
|
|
}
|
| 1065 |
|
|
|
| 1066 |
|
|
bool AntiElectronIDMVA3::Pass(const PFTau *thePFTauRef, const ElectronCol *electrons, Level level)
|
| 1067 |
|
|
{
|
| 1068 |
|
|
double dummy_mva;
|
| 1069 |
|
|
int dummy_category;
|
| 1070 |
|
|
|
| 1071 |
|
|
return Pass(thePFTauRef, electrons, dummy_mva, dummy_category, level);
|
| 1072 |
|
|
}
|
| 1073 |
|
|
|
| 1074 |
|
|
bool AntiElectronIDMVA3::Pass(const PFTau *thePFTauRef, const ElectronCol *electrons, double &mva, int &category, Level level)
|
| 1075 |
|
|
{
|
| 1076 |
|
|
mva = 1.;
|
| 1077 |
|
|
category = -1.;
|
| 1078 |
|
|
bool isGsfElectronMatched = false;
|
| 1079 |
|
|
bool ecalCrackVeto = false;
|
| 1080 |
|
|
|
| 1081 |
|
|
//// Veto taus that go to Ecal crack
|
| 1082 |
|
|
if ( thePFTauRef->NSignalPFChargedHadrCands() == 1 ) {
|
| 1083 |
|
|
Float_t TauEtaAtEcalEntrance = -99.;
|
| 1084 |
|
|
float sumEtaTimesEnergy = 0;
|
| 1085 |
|
|
float sumEnergy = 0;
|
| 1086 |
|
|
for(unsigned int j = 0 ; j < thePFTauRef->NSignalPFCands() ; j++){
|
| 1087 |
|
|
const PFCandidate *pfcandidate = thePFTauRef->SignalPFCand(j);
|
| 1088 |
|
|
sumEtaTimesEnergy += pfcandidate->EtaECal()*pfcandidate->E();
|
| 1089 |
|
|
sumEnergy += pfcandidate->E();
|
| 1090 |
|
|
}
|
| 1091 |
|
|
if(sumEnergy>0)TauEtaAtEcalEntrance = sumEtaTimesEnergy/sumEnergy;
|
| 1092 |
|
|
|
| 1093 |
|
|
if (isInEcalCrack(TauEtaAtEcalEntrance)) {
|
| 1094 |
|
|
mva = -99;
|
| 1095 |
|
|
category = -1;
|
| 1096 |
|
|
ecalCrackVeto = true;
|
| 1097 |
|
|
}
|
| 1098 |
|
|
}
|
| 1099 |
|
|
|
| 1100 |
|
|
if(!ecalCrackVeto && thePFTauRef->LeadChargedHadronPFCand()) {
|
| 1101 |
|
|
for(UInt_t i = 0; i < electrons->GetEntries(); i++)
|
| 1102 |
|
|
{
|
| 1103 |
|
|
const Electron *theGsfElectron = electrons->At(i);
|
| 1104 |
|
|
|
| 1105 |
|
|
if ( theGsfElectron->Pt() > 10. ) { // CV: only take electrons above some minimal energy/Pt into account...
|
| 1106 |
|
|
double deltaREleTau = MathUtils::DeltaR(theGsfElectron, thePFTauRef);
|
| 1107 |
|
|
//deltaRTestigo = deltaREleTau;
|
| 1108 |
|
|
if ( deltaREleTau < 0.3 ) {
|
| 1109 |
|
|
double mva_match = MVAValue(*thePFTauRef, *theGsfElectron);
|
| 1110 |
|
|
UInt_t numSignalPFGammaCands = thePFTauRef->NSignalPFGammaCands();
|
| 1111 |
|
|
bool hasGsfTrack = thePFTauRef->LeadChargedHadronPFCand()->HasGsfTrk();
|
| 1112 |
|
|
|
| 1113 |
|
|
if ( thePFTauRef->NSignalPFChargedHadrCands() == 1 ) {
|
| 1114 |
|
|
if ( TMath::Abs(thePFTauRef->Eta()) < 1.5 ) { // Barrel
|
| 1115 |
|
|
if ( numSignalPFGammaCands == 0 && !hasGsfTrack ) {
|
| 1116 |
|
|
category = 4.;
|
| 1117 |
|
|
} else if ( numSignalPFGammaCands == 0 && hasGsfTrack ) {
|
| 1118 |
|
|
category = 5.;
|
| 1119 |
|
|
} else if ( numSignalPFGammaCands >= 1 && !hasGsfTrack ) {
|
| 1120 |
|
|
category = 6.;
|
| 1121 |
|
|
} else if ( numSignalPFGammaCands >= 1 && hasGsfTrack ) {
|
| 1122 |
|
|
category = 7.;
|
| 1123 |
|
|
}
|
| 1124 |
|
|
} else { // Endcap
|
| 1125 |
|
|
if ( numSignalPFGammaCands == 0 && !hasGsfTrack ) {
|
| 1126 |
|
|
category = 12.;
|
| 1127 |
|
|
} else if ( numSignalPFGammaCands == 0 && hasGsfTrack ) {
|
| 1128 |
|
|
category = 13.;
|
| 1129 |
|
|
} else if ( numSignalPFGammaCands >= 1 && !hasGsfTrack ) {
|
| 1130 |
|
|
category = 14.;
|
| 1131 |
|
|
} else if ( numSignalPFGammaCands >= 1 && hasGsfTrack ) {
|
| 1132 |
|
|
category = 15.;
|
| 1133 |
|
|
}
|
| 1134 |
|
|
}
|
| 1135 |
|
|
} else {
|
| 1136 |
|
|
category = 16.;
|
| 1137 |
|
|
}
|
| 1138 |
|
|
mva = TMath::Min(mva, mva_match);
|
| 1139 |
|
|
isGsfElectronMatched = true;
|
| 1140 |
|
|
}//deltaR<0.3
|
| 1141 |
|
|
}//electron pt>10
|
| 1142 |
|
|
}//loop electrons
|
| 1143 |
|
|
|
| 1144 |
|
|
if ( !isGsfElectronMatched ) {
|
| 1145 |
|
|
mva = MVAValue(*thePFTauRef);
|
| 1146 |
|
|
UInt_t numSignalPFGammaCands = thePFTauRef->NSignalPFGammaCands();
|
| 1147 |
|
|
bool hasGsfTrack = thePFTauRef->LeadChargedHadronPFCand()->HasGsfTrk();
|
| 1148 |
|
|
if ( thePFTauRef->NSignalPFChargedHadrCands() == 1 ) {
|
| 1149 |
|
|
if ( TMath::Abs(thePFTauRef->Eta()) < 1.5 ) { // Barrel
|
| 1150 |
|
|
if ( numSignalPFGammaCands == 0 && !hasGsfTrack ) {
|
| 1151 |
|
|
category = 0.;
|
| 1152 |
|
|
} else if ( numSignalPFGammaCands == 0 && hasGsfTrack ) {
|
| 1153 |
|
|
category = 1.;
|
| 1154 |
|
|
} else if ( numSignalPFGammaCands >= 1 && !hasGsfTrack ) {
|
| 1155 |
|
|
category = 2.;
|
| 1156 |
|
|
} else if ( numSignalPFGammaCands >= 1 && hasGsfTrack ) {
|
| 1157 |
|
|
category = 3.;
|
| 1158 |
|
|
}
|
| 1159 |
|
|
} else { // Endcap
|
| 1160 |
|
|
if ( numSignalPFGammaCands == 0 && !hasGsfTrack ) {
|
| 1161 |
|
|
category = 8.;
|
| 1162 |
|
|
} else if ( numSignalPFGammaCands == 0 && hasGsfTrack ) {
|
| 1163 |
|
|
category = 9.;
|
| 1164 |
|
|
} else if ( numSignalPFGammaCands >= 1 && !hasGsfTrack ) {
|
| 1165 |
|
|
category = 10.;
|
| 1166 |
|
|
} else if ( numSignalPFGammaCands >= 1 && hasGsfTrack ) {
|
| 1167 |
|
|
category = 11.;
|
| 1168 |
|
|
}
|
| 1169 |
|
|
}
|
| 1170 |
|
|
} else {
|
| 1171 |
|
|
category = 17.;
|
| 1172 |
|
|
}
|
| 1173 |
|
|
}
|
| 1174 |
|
|
}
|
| 1175 |
|
|
|
| 1176 |
|
|
return Pass(mva, category, level);
|
| 1177 |
|
|
}
|
| 1178 |
|
|
|
| 1179 |
|
|
bool AntiElectronIDMVA3::isInEcalCrack(double eta) const
|
| 1180 |
|
|
{
|
| 1181 |
|
|
eta = fabs(eta);
|
| 1182 |
|
|
return (eta>1.460 && eta<1.558);
|
| 1183 |
|
|
}
|
