#include <SuperclusteringDNNInputs.h>

Inheritance diagram for ticl::SuperclusteringDNNInputV1:

Public Member Functions
std::vector< float >	computeVector (ticl::Trackster const &ts_base, ticl::Trackster const &ts_toCluster) override

unsigned int	featureCount () const override

std::vector< std::string >	featureNames () const override

Public Member Functions inherited from ticl::AbstractSuperclusteringDNNInput
virtual	~AbstractSuperclusteringDNNInput ()=default

Detailed Description

Definition at line 41 of file SuperclusteringDNNInputs.h.

Member Function Documentation

◆ computeVector()

std::vector< float > ticl::SuperclusteringDNNInputV1::computeVector	(	ticl::Trackster const &	ts_base,
		ticl::Trackster const &	ts_toCluster
	)

overridevirtual

Compute feature for seed and candidate pair

Implements ticl::AbstractSuperclusteringDNNInput.

Definition at line 20 of file SuperclusteringDNNInputs.cc.

References funct::abs(), ticl::Trackster::barycenter(), ticl::Trackster::raw_energy(), and funct::sin().

                                                                                                                    {
     /*  We use the barycenter for most of the variables below as that is what seems to have been used by Alessandro Tarabini, 
         but using PCA might be better. 
         (It would need retraining of the DNN)
     */
     return {{
         std::abs(ts_toCluster.barycenter().Eta()) - std::abs(ts_base.barycenter().Eta()),  //DeltaEtaBaryc
         ts_toCluster.barycenter().Phi() - ts_base.barycenter().phi(),                      //DeltaPhiBaryc
         ts_toCluster.raw_energy(),                                                         //multi_en
         ts_toCluster.barycenter().Eta(),                                                   //multi_eta
         (ts_toCluster.raw_energy() * std::sin(ts_toCluster.barycenter().Theta())),         //multi_pt
         ts_base.barycenter().Eta(),                                                        //seedEta
         ts_base.barycenter().Phi(),                                                        //seedPhi
         ts_base.raw_energy(),                                                              //seedEn
         (ts_base.raw_energy() * std::sin(ts_toCluster.barycenter().Theta())),              //seedPt
     }};
   }

◆ featureCount()

unsigned int ticl::SuperclusteringDNNInputV1::featureCount ( ) const

inlineoverridevirtual

Reimplemented from ticl::AbstractSuperclusteringDNNInput.

Definition at line 43 of file SuperclusteringDNNInputs.h.

43 { return 9; }

◆ featureNames()

std::vector<std::string> ticl::SuperclusteringDNNInputV1::featureNames ( ) const