#include <PileupJetIdAlgo.h>

Public Types
typedef float	array_t[3][5][4]

Public Member Functions
	AlgoGBRForestsAndConstants (edm::ParameterSet const &, bool runMvas)

array_t const &	betaStarCut () const

bool	cutBased () const

bool	etaBinnedWeights () const

std::vector< std::unique_ptr< const GBRForest > > const &	etaReader () const

std::vector< double > const &	jEtaMax () const

std::vector< double > const &	jEtaMin () const

std::string const &	label () const

array_t const &	mvacut () const

int	nEtaBins () const

std::unique_ptr< const GBRForest > const &	reader () const

array_t const &	rmsCut () const

bool	runMvas () const

std::vector< std::vector< std::string > > const &	tmvaEtaVariables () const

std::string const &	tmvaMethod () const

std::vector< std::string > const &	tmvaVariables () const

Private Attributes
float	betaStarCut_ [3][5][4]

bool	cutBased_

bool	etaBinnedWeights_

std::vector< std::unique_ptr< const GBRForest > >	etaReader_

std::vector< double >	jEtaMax_

std::vector< double >	jEtaMin_

std::string	label_

float	mvacut_ [3][5][4]

int	nEtaBins_

std::unique_ptr< const GBRForest >	reader_

float	rmsCut_ [3][5][4]

bool	runMvas_

std::vector< std::vector< std::string > >	tmvaEtaVariables_

std::string	tmvaMethod_

std::map< std::string, std::string >	tmvaNames_

std::vector< std::string >	tmvaVariables_

Detailed Description

Definition at line 56 of file PileupJetIdAlgo.h.

Member Typedef Documentation

◆ array_t

typedef float PileupJetIdAlgo::AlgoGBRForestsAndConstants::array_t[3][5][4]

Definition at line 73 of file PileupJetIdAlgo.h.

Constructor & Destructor Documentation

◆ AlgoGBRForestsAndConstants()

PileupJetIdAlgo::AlgoGBRForestsAndConstants::AlgoGBRForestsAndConstants	(	edm::ParameterSet const &	ps,
		bool	runMvas
	)

Definition at line 22 of file PileupJetIdAlgo.cc.

     : cutBased_(ps.getParameter<bool>("cutBased")),
       etaBinnedWeights_(false),
       runMvas_(runMvas),
       nEtaBins_(0),
       label_(ps.getParameter<std::string>("label")),
       mvacut_{},
       rmsCut_{},
       betaStarCut_{} {
   std::vector<edm::FileInPath> tmvaEtaWeights;
   std::vector<std::string> tmvaSpectators;
   int version;
  
   if (!cutBased_) {
     etaBinnedWeights_ = ps.getParameter<bool>("etaBinnedWeights");
     if (etaBinnedWeights_) {
       const std::vector<edm::ParameterSet>& trainings = ps.getParameter<std::vector<edm::ParameterSet> >("trainings");
       nEtaBins_ = ps.getParameter<int>("nEtaBins");
       for (int v = 0; v < nEtaBins_; v++) {
         tmvaEtaWeights.push_back(trainings.at(v).getParameter<edm::FileInPath>("tmvaWeights"));
         jEtaMin_.push_back(trainings.at(v).getParameter<double>("jEtaMin"));
         jEtaMax_.push_back(trainings.at(v).getParameter<double>("jEtaMax"));
       }
       for (int v = 0; v < nEtaBins_; v++) {
         tmvaEtaVariables_.push_back(trainings.at(v).getParameter<std::vector<std::string> >("tmvaVariables"));
       }
     } else {
       tmvaVariables_ = ps.getParameter<std::vector<std::string> >("tmvaVariables");
     }
     tmvaMethod_ = ps.getParameter<std::string>("tmvaMethod");
     tmvaSpectators = ps.getParameter<std::vector<std::string> >("tmvaSpectators");
     version = ps.getParameter<int>("version");
   } else {
     version = USER;
   }
  
   edm::ParameterSet jetConfig = ps.getParameter<edm::ParameterSet>("JetIdParams");
   for (int i0 = 0; i0 < 3; i0++) {
     std::string lCutType = "Tight";
     if (i0 == PileupJetIdentifier::kMedium)
       lCutType = "Medium";
     if (i0 == PileupJetIdentifier::kLoose)
       lCutType = "Loose";
     int nCut = 1;
     if (cutBased_)
       nCut++;
     for (int i1 = 0; i1 < nCut; i1++) {
       std::string lFullCutType = lCutType;
       if (cutBased_ && i1 == 0)
         lFullCutType = "BetaStar" + lCutType;
       if (cutBased_ && i1 == 1)
         lFullCutType = "RMS" + lCutType;
       std::vector<double> pt010 = jetConfig.getParameter<std::vector<double> >(("Pt010_" + lFullCutType).c_str());
       std::vector<double> pt1020 = jetConfig.getParameter<std::vector<double> >(("Pt1020_" + lFullCutType).c_str());
       std::vector<double> pt2030 = jetConfig.getParameter<std::vector<double> >(("Pt2030_" + lFullCutType).c_str());
       std::vector<double> pt3040 = jetConfig.getParameter<std::vector<double> >(("Pt3040_" + lFullCutType).c_str());
       std::vector<double> pt4050 = jetConfig.getParameter<std::vector<double> >(("Pt4050_" + lFullCutType).c_str());
       if (!cutBased_) {
         for (int i2 = 0; i2 < 4; i2++)
           mvacut_[i0][0][i2] = pt010[i2];
         for (int i2 = 0; i2 < 4; i2++)
           mvacut_[i0][1][i2] = pt1020[i2];
         for (int i2 = 0; i2 < 4; i2++)
           mvacut_[i0][2][i2] = pt2030[i2];
         for (int i2 = 0; i2 < 4; i2++)
           mvacut_[i0][3][i2] = pt3040[i2];
         for (int i2 = 0; i2 < 4; i2++)
           mvacut_[i0][4][i2] = pt4050[i2];
       }
       if (cutBased_ && i1 == 0) {
         for (int i2 = 0; i2 < 4; i2++)
           betaStarCut_[i0][0][i2] = pt010[i2];
         for (int i2 = 0; i2 < 4; i2++)
           betaStarCut_[i0][1][i2] = pt1020[i2];
         for (int i2 = 0; i2 < 4; i2++)
           betaStarCut_[i0][2][i2] = pt2030[i2];
         for (int i2 = 0; i2 < 4; i2++)
           betaStarCut_[i0][3][i2] = pt3040[i2];
         for (int i2 = 0; i2 < 4; i2++)
           betaStarCut_[i0][4][i2] = pt4050[i2];
       }
       if (cutBased_ && i1 == 1) {
         for (int i2 = 0; i2 < 4; i2++)
           rmsCut_[i0][0][i2] = pt010[i2];
         for (int i2 = 0; i2 < 4; i2++)
           rmsCut_[i0][1][i2] = pt1020[i2];
         for (int i2 = 0; i2 < 4; i2++)
           rmsCut_[i0][2][i2] = pt2030[i2];
         for (int i2 = 0; i2 < 4; i2++)
           rmsCut_[i0][3][i2] = pt3040[i2];
         for (int i2 = 0; i2 < 4; i2++)
           rmsCut_[i0][4][i2] = pt4050[i2];
       }
     }
   }
  
   if (!cutBased_) {
     assert(tmvaMethod_.empty() || ((!tmvaVariables_.empty() || (!tmvaEtaVariables_.empty())) && version == USER));
   }
  
   if ((!cutBased_) && (runMvas_)) {
     if (etaBinnedWeights_) {
       for (int v = 0; v < nEtaBins_; v++) {
         etaReader_.push_back(createGBRForest(tmvaEtaWeights.at(v)));
       }
     } else {
       reader_ = createGBRForest(ps.getParameter<std::string>("tmvaWeights"));
     }
   }
 }

Member Function Documentation

◆ betaStarCut()

array_t const& PileupJetIdAlgo::AlgoGBRForestsAndConstants::betaStarCut ( ) const

inline

Definition at line 76 of file PileupJetIdAlgo.h.

76 { return betaStarCut_; }

References betaStarCut_.

◆ cutBased()

bool PileupJetIdAlgo::AlgoGBRForestsAndConstants::cutBased ( ) const

inline

Definition at line 62 of file PileupJetIdAlgo.h.

62 { return cutBased_; }

References cutBased_.

Referenced by PileupJetIdAlgo::runMva().

◆ etaBinnedWeights()

bool PileupJetIdAlgo::AlgoGBRForestsAndConstants::etaBinnedWeights ( ) const

inline

Definition at line 63 of file PileupJetIdAlgo.h.

63 { return etaBinnedWeights_; }

References etaBinnedWeights_.

Referenced by PileupJetIdAlgo::runMva().

◆ etaReader()

std::vector<std::unique_ptr<const GBRForest> > const& PileupJetIdAlgo::AlgoGBRForestsAndConstants::etaReader ( ) const

inline

Definition at line 61 of file PileupJetIdAlgo.h.

61 { return etaReader_; }

References etaReader_.

Referenced by PileupJetIdAlgo::runMva().

◆ jEtaMax()

std::vector<double> const& PileupJetIdAlgo::AlgoGBRForestsAndConstants::jEtaMax ( ) const

inline

Definition at line 67 of file PileupJetIdAlgo.h.

67 { return jEtaMax_; }

References jEtaMax_.

Referenced by PileupJetIdAlgo::runMva().

◆ jEtaMin()

std::vector<double> const& PileupJetIdAlgo::AlgoGBRForestsAndConstants::jEtaMin ( ) const

inline

Definition at line 66 of file PileupJetIdAlgo.h.

66 { return jEtaMin_; }

References jEtaMin_.

Referenced by PileupJetIdAlgo::runMva().

◆ label()

std::string const& PileupJetIdAlgo::AlgoGBRForestsAndConstants::label ( ) const

inline

Definition at line 68 of file PileupJetIdAlgo.h.

68 { return label_; }

References label_.

◆ mvacut()

array_t const& PileupJetIdAlgo::AlgoGBRForestsAndConstants::mvacut ( ) const

inline

Definition at line 74 of file PileupJetIdAlgo.h.

74 { return mvacut_; }

References mvacut_.

Referenced by PileupJetIdAlgo::computeIDflag().

◆ nEtaBins()

int PileupJetIdAlgo::AlgoGBRForestsAndConstants::nEtaBins ( ) const

inline

Definition at line 65 of file PileupJetIdAlgo.h.

65 { return nEtaBins_; }

References nEtaBins_.

Referenced by PileupJetIdAlgo::runMva().

◆ reader()

std::unique_ptr<const GBRForest> const& PileupJetIdAlgo::AlgoGBRForestsAndConstants::reader ( ) const

inline

Definition at line 60 of file PileupJetIdAlgo.h.

60 { return reader_; }

References reader_.

Referenced by PileupJetIdAlgo::runMva().

◆ rmsCut()

array_t const& PileupJetIdAlgo::AlgoGBRForestsAndConstants::rmsCut ( ) const

inline

Definition at line 75 of file PileupJetIdAlgo.h.

75 { return rmsCut_; }

References rmsCut_.

◆ runMvas()

bool PileupJetIdAlgo::AlgoGBRForestsAndConstants::runMvas ( ) const

inline

Definition at line 64 of file PileupJetIdAlgo.h.

64 { return runMvas_; }

References runMvas_.

Referenced by PileupJetIdAlgo::computeIdVariables().

◆ tmvaEtaVariables()

std::vector<std::vector<std::string> > const& PileupJetIdAlgo::AlgoGBRForestsAndConstants::tmvaEtaVariables ( ) const

inline

Definition at line 71 of file PileupJetIdAlgo.h.

71 { return tmvaEtaVariables_; }

References tmvaEtaVariables_.

Referenced by PileupJetIdAlgo::runMva().

◆ tmvaMethod()

std::string const& PileupJetIdAlgo::AlgoGBRForestsAndConstants::tmvaMethod ( ) const

inline

Definition at line 69 of file PileupJetIdAlgo.h.

69 { return tmvaMethod_; }

References tmvaMethod_.

Referenced by PileupJetIdAlgo::method().

◆ tmvaVariables()

std::vector<std::string> const& PileupJetIdAlgo::AlgoGBRForestsAndConstants::tmvaVariables ( ) const

inline

Definition at line 70 of file PileupJetIdAlgo.h.

70 { return tmvaVariables_; }

References tmvaVariables_.

Referenced by PileupJetIdAlgo::runMva().

Member Data Documentation

◆ betaStarCut_

float PileupJetIdAlgo::AlgoGBRForestsAndConstants::betaStarCut_[3][5][4]

private

Definition at line 94 of file PileupJetIdAlgo.h.

Referenced by betaStarCut().

◆ cutBased_

bool PileupJetIdAlgo::AlgoGBRForestsAndConstants::cutBased_

private

Definition at line 81 of file PileupJetIdAlgo.h.

Referenced by cutBased().

◆ etaBinnedWeights_

bool PileupJetIdAlgo::AlgoGBRForestsAndConstants::etaBinnedWeights_

private

Definition at line 82 of file PileupJetIdAlgo.h.

Referenced by etaBinnedWeights().

◆ etaReader_

std::vector<std::unique_ptr<const GBRForest> > PileupJetIdAlgo::AlgoGBRForestsAndConstants::etaReader_

private

Definition at line 80 of file PileupJetIdAlgo.h.

Referenced by etaReader().

◆ jEtaMax_

std::vector<double> PileupJetIdAlgo::AlgoGBRForestsAndConstants::jEtaMax_

private

Definition at line 86 of file PileupJetIdAlgo.h.

Referenced by jEtaMax().

◆ jEtaMin_

std::vector<double> PileupJetIdAlgo::AlgoGBRForestsAndConstants::jEtaMin_

private

Definition at line 85 of file PileupJetIdAlgo.h.

Referenced by jEtaMin().

◆ label_

std::string PileupJetIdAlgo::AlgoGBRForestsAndConstants::label_

private

Definition at line 87 of file PileupJetIdAlgo.h.

Referenced by SequenceTypes.DummyModule::__repr__(), Mixins._Labelable::_findDependencies(), label(), and Mixins._Labelable::setLabel().

◆ mvacut_

float PileupJetIdAlgo::AlgoGBRForestsAndConstants::mvacut_[3][5][4]

private

Definition at line 92 of file PileupJetIdAlgo.h.

Referenced by mvacut().

◆ nEtaBins_

int PileupJetIdAlgo::AlgoGBRForestsAndConstants::nEtaBins_

private

Definition at line 84 of file PileupJetIdAlgo.h.

Referenced by nEtaBins().

◆ reader_

std::unique_ptr<const GBRForest> PileupJetIdAlgo::AlgoGBRForestsAndConstants::reader_

private

Definition at line 79 of file PileupJetIdAlgo.h.

Referenced by reader().

◆ rmsCut_

float PileupJetIdAlgo::AlgoGBRForestsAndConstants::rmsCut_[3][5][4]

private

Definition at line 93 of file PileupJetIdAlgo.h.

Referenced by rmsCut().

◆ runMvas_

bool PileupJetIdAlgo::AlgoGBRForestsAndConstants::runMvas_

private

Definition at line 83 of file PileupJetIdAlgo.h.

Referenced by runMvas().

◆ tmvaEtaVariables_

std::vector<std::vector<std::string> > PileupJetIdAlgo::AlgoGBRForestsAndConstants::tmvaEtaVariables_

private

Definition at line 90 of file PileupJetIdAlgo.h.

Referenced by tmvaEtaVariables().

◆ tmvaMethod_

std::string PileupJetIdAlgo::AlgoGBRForestsAndConstants::tmvaMethod_

private

Definition at line 88 of file PileupJetIdAlgo.h.

Referenced by tmvaMethod().

◆ tmvaNames_

std::map<std::string, std::string> PileupJetIdAlgo::AlgoGBRForestsAndConstants::tmvaNames_

private

Definition at line 96 of file PileupJetIdAlgo.h.

◆ tmvaVariables_

std::vector<std::string> PileupJetIdAlgo::AlgoGBRForestsAndConstants::tmvaVariables_

private

Definition at line 89 of file PileupJetIdAlgo.h.

Referenced by tmvaVariables().

Public Types

Public Member Functions

Private Attributes

Detailed Description

Member Typedef Documentation

◆ array_t

Constructor & Destructor Documentation

◆ AlgoGBRForestsAndConstants()

Member Function Documentation

◆ betaStarCut()

◆ cutBased()

◆ etaBinnedWeights()

◆ etaReader()

◆ jEtaMax()

◆ jEtaMin()

◆ label()

◆ mvacut()

◆ nEtaBins()

◆ reader()

◆ rmsCut()

◆ runMvas()

◆ tmvaEtaVariables()

◆ tmvaMethod()

◆ tmvaVariables()

Member Data Documentation

◆ betaStarCut_

◆ cutBased_

◆ etaBinnedWeights_

◆ etaReader_

◆ jEtaMax_

◆ jEtaMin_

◆ label_

◆ mvacut_

◆ nEtaBins_

◆ reader_

◆ rmsCut_

◆ runMvas_

◆ tmvaEtaVariables_

◆ tmvaMethod_

◆ tmvaNames_

◆ tmvaVariables_