#include <ConversionLikelihoodCalculator.h>

Public Member Functions
double	calculateLikelihood (reco::ConversionRef conversion)

double	calculateLikelihood (reco::Conversion &conversion)

	ConversionLikelihoodCalculator ()

void	setWeightsFile (const char *weightsFile)

Private Attributes
float	log_abs_cot_theta_

float	log_abs_delta_phi_

float	log_chi2_max_pt_

float	log_chi2_min_pt_

float	log_e_over_p_

std::unique_ptr< TMVA::Reader >	reader_

Detailed Description

Definition at line 10 of file ConversionLikelihoodCalculator.h.

Constructor & Destructor Documentation

ConversionLikelihoodCalculator::ConversionLikelihoodCalculator ( )

Definition at line 4 of file ConversionLikelihoodCalculator.cc.

References log_abs_cot_theta_, log_abs_delta_phi_, log_chi2_max_pt_, log_chi2_min_pt_, log_e_over_p_, and reader_.

 {
    reader_ = std::make_unique<TMVA::Reader>("!Color:Silent");
    
 //   std::cout << "Init Reader()" << std::endl;
 
    reader_->AddVariable("log(e_over_p)",        &log_e_over_p_);
    reader_->AddVariable("log(abs(cot_theta))",  &log_abs_cot_theta_);
    reader_->AddVariable("log(abs(delta_phi))",  &log_abs_delta_phi_);
    reader_->AddVariable("log(chi2_max_pt)", &log_chi2_max_pt_);
    reader_->AddVariable("log(chi2_min_pt)", &log_chi2_min_pt_);
 
 }

Member Function Documentation

double ConversionLikelihoodCalculator::calculateLikelihood ( reco::ConversionRef conversion )

Definition at line 25 of file ConversionLikelihoodCalculator.cc.

References caloCompatibility_cff::delta_phi, cmsBatch::log, log_abs_cot_theta_, log_abs_delta_phi_, log_chi2_max_pt_, log_chi2_min_pt_, log_e_over_p_, pi, and reader_.

Referenced by ConvertedPhotonProducer::buildCollections().

 {
    if (conversion->nTracks() != 2) return -1.;
    
    log_e_over_p_ = log(conversion->EoverP());
 
    log_abs_cot_theta_ = log(fabs(conversion->pairCotThetaSeparation()));
 
    double delta_phi = conversion->tracks()[0]->innerMomentum().phi()-conversion->tracks()[1]->innerMomentum().phi();
    double pi = 3.14159265;
    // phi normalization
    while (delta_phi > pi) delta_phi -= 2*pi;
    while (delta_phi < -pi) delta_phi += 2*pi;
    log_abs_delta_phi_ = log(fabs(delta_phi));
 
    double chi2_1 = conversion->tracks()[0]->normalizedChi2();
    double pt_1 = conversion->tracks()[0]->pt();
 
    double chi2_2 = conversion->tracks()[1]->normalizedChi2();
    double pt_2 = conversion->tracks()[1]->pt();
 
    double chi2_max_pt=chi2_1;
    double chi2_min_pt=chi2_2;
 
    if (pt_2 > pt_1) {
       chi2_max_pt=chi2_2;
       chi2_min_pt=chi2_1;
    }
 
    log_chi2_max_pt_ = log(chi2_max_pt);
    log_chi2_min_pt_ = log(chi2_min_pt);
 
 //   std::cout << "log_e_over_p_ " << log_e_over_p_ << std::endl;
 //   std::cout << "log_abs_cot_theta_ " << log_abs_cot_theta_ << std::endl;
 //   std::cout << "log_abs_delta_phi_ " << log_abs_delta_phi_ << std::endl;
 //   std::cout << "log_chi2_max_pt_ " << log_chi2_max_pt_ << std::endl;
 //   std::cout << "log_chi2_min_pt_ " << log_chi2_min_pt_ << std::endl;
    std::vector<Float_t> inputVec;
    inputVec.push_back(log_e_over_p_ );
    inputVec.push_back(log_abs_cot_theta_ );
    inputVec.push_back(log_abs_delta_phi_ );
    inputVec.push_back(log_chi2_max_pt_ );
    inputVec.push_back(log_chi2_min_pt_ );
    float like = reader_->EvaluateMVA(inputVec,"Likelihood");
 //   std::cout << "reader_->EvaluateMVA(\"Likelihood\") " << reader_->EvaluateMVA(inputVec,"Likelihood") << std::endl;
 
    return like;
 }

double ConversionLikelihoodCalculator::calculateLikelihood ( reco::Conversion & conversion )

Definition at line 74 of file ConversionLikelihoodCalculator.cc.

References caloCompatibility_cff::delta_phi, reco::Conversion::EoverP(), cmsBatch::log, log_abs_cot_theta_, log_abs_delta_phi_, log_chi2_max_pt_, log_chi2_min_pt_, log_e_over_p_, reco::Conversion::nTracks(), reco::Conversion::pairCotThetaSeparation(), pi, reader_, reco::Conversion::tracks(), and reco::Conversion::tracksPin().

 {
 
    if (conversion.nTracks() != 2) return -1.;
    
    log_e_over_p_ = log(conversion.EoverP());
 
    log_abs_cot_theta_ = log(fabs(conversion.pairCotThetaSeparation()));
 
 
    double delta_phi = conversion.tracksPin()[0].phi()-conversion.tracksPin()[1].phi();
    double pi = 3.14159265;
    // phi normalization
    while (delta_phi > pi) delta_phi -= 2*pi;
    while (delta_phi < -pi) delta_phi += 2*pi;
    log_abs_delta_phi_ = log(fabs(delta_phi));
 
    double chi2_1 = conversion.tracks()[0]->normalizedChi2();
    double pt_1 = conversion.tracks()[0]->pt();
 
    double chi2_2 = conversion.tracks()[1]->normalizedChi2();
    double pt_2 = conversion.tracks()[1]->pt();
 
    double chi2_max_pt=chi2_1;
    double chi2_min_pt=chi2_2;
 
    if (pt_2 > pt_1) {
       chi2_max_pt=chi2_2;
       chi2_min_pt=chi2_1;
    }
 
    log_chi2_max_pt_ = log(chi2_max_pt);
    log_chi2_min_pt_ = log(chi2_min_pt);
 
 //   std::cout << "log_e_over_p_ " << log_e_over_p_ << std::endl;
 //   std::cout << "log_abs_cot_theta_ " << log_abs_cot_theta_ << std::endl;
 //   std::cout << "log_abs_delta_phi_ " << log_abs_delta_phi_ << std::endl;
 //   std::cout << "log_chi2_max_pt_ " << log_chi2_max_pt_ << std::endl;
 //   std::cout << "log_chi2_min_pt_ " << log_chi2_min_pt_ << std::endl;
    std::vector<Float_t> inputVec;
    inputVec.push_back(log_e_over_p_ );
    inputVec.push_back(log_abs_cot_theta_ );
    inputVec.push_back(log_abs_delta_phi_ );
    inputVec.push_back(log_chi2_max_pt_ );
    inputVec.push_back(log_chi2_min_pt_ );
    float like = reader_->EvaluateMVA(inputVec,"Likelihood");
 //   std::cout << "reader_->EvaluateMVA(\"Likelihood\") " << reader_->EvaluateMVA(inputVec,"Likelihood") << std::endl;
 
    return like;
 }

void ConversionLikelihoodCalculator::setWeightsFile ( const char * weightsFile )

Definition at line 18 of file ConversionLikelihoodCalculator.cc.

References reader_.

 {
 //   std::cout << "Before BookMVA " << weightsFile << std::endl;
    reader_->BookMVA("Likelihood", weightsFile);
 //   std::cout << "After  BookMVA" << std::endl;
 }