lar_content::ThreeDPCAFeatureTool Class Reference

ThreeDPCAFeatureTool class for the calculation of PCA-related variables. More...

#include <TrackShowerIdFeatureTool.h>

Inheritance diagram for lar_content::ThreeDPCAFeatureTool:

Public Member Functions
	ThreeDPCAFeatureTool ()
	Default constructor. More...
void	Run (LArMvaHelper::MvaFeatureVector &featureVector, const pandora::Algorithm *const pAlgorithm, const pandora::ParticleFlowObject *const pInputPfo)
void	Run (LArMvaHelper::MvaFeatureMap &featureMap, pandora::StringVector &featureOrder, const std::string &featureToolName, const pandora::Algorithm *const pAlgorithm, const pandora::ParticleFlowObject *const pInputPfo)
Public Member Functions inherited from lar_content::MvaFeatureTool< Ts >
	MvaFeatureTool ()=default
	Default constructor. More...
virtual void	Run (MvaTypes::MvaFeatureVector &featureVector, Ts...args)=0
	Run the algorithm tool. More...
virtual void	Run (MvaTypes::MvaFeatureMap &featureMap, pandora::StringVector &featureOrder, const std::string &featureToolName, Ts...args)

Private Member Functions
pandora::StatusCode	ReadSettings (const pandora::TiXmlHandle xmlHandle)

Additional Inherited Members
Public Types inherited from lar_content::MvaFeatureTool< Ts >
typedef std::vector < MvaFeatureTool< Ts...> * >	FeatureToolVector
typedef std::map< std::string, MvaFeatureTool< Ts...> * >	FeatureToolMap

Detailed Description

ThreeDPCAFeatureTool class for the calculation of PCA-related variables.

Definition at line 317 of file TrackShowerIdFeatureTool.h.

Constructor & Destructor Documentation

lar_content::ThreeDPCAFeatureTool::ThreeDPCAFeatureTool

(

)

Default constructor.

Definition at line 975 of file TrackShowerIdFeatureTool.cc.

{
}

Member Function Documentation

StatusCode lar_content::ThreeDPCAFeatureTool::ReadSettings ( const pandora::TiXmlHandle  xmlHandle )

private

Definition at line 1049 of file TrackShowerIdFeatureTool.cc.

{
    return STATUS_CODE_SUCCESS;
}

void lar_content::ThreeDPCAFeatureTool::Run	(	LArMvaHelper::MvaFeatureVector &	featureVector,
		const pandora::Algorithm *const	pAlgorithm,
		const pandora::ParticleFlowObject *const	pInputPfo
	)

Definition at line 981 of file TrackShowerIdFeatureTool.cc.

{
    if (PandoraContentApi::GetSettings(*pAlgorithm)->ShouldDisplayAlgorithmInfo())
        std::cout << "----> Running Algorithm Tool: " << this->GetInstanceName() << ", " << this->GetType() << std::endl;

    LArMvaHelper::MvaFeature pca1, pca2;

    // Need the 3D hits to calculate PCA components
    CaloHitList threeDCaloHitList;
    LArPfoHelper::GetCaloHits(pInputPfo, TPC_3D, threeDCaloHitList);

    if (!threeDCaloHitList.empty())
    {
        try
        {
            CartesianVector centroid(0.f, 0.f, 0.f);
            LArPcaHelper::EigenVectors eigenVecs;
            LArPcaHelper::EigenValues eigenValues(0.f, 0.f, 0.f);

            LArPcaHelper::RunPca(threeDCaloHitList, centroid, eigenValues, eigenVecs);
            const float principalEigenvalue(eigenValues.GetX()), secondaryEigenvalue(eigenValues.GetY()), tertiaryEigenvalue(eigenValues.GetZ());

            if (principalEigenvalue > std::numeric_limits<float>::epsilon())
            {
                pca1 = secondaryEigenvalue / principalEigenvalue;
                pca2 = tertiaryEigenvalue / principalEigenvalue;
            }
            else
            {
                // ATTN if n3dHits == 1 then principal, secondary, and tertiary eigenvalues are zero hence default to zero
                pca1 = 0.;
                pca2 = 0.;
            }
        }
        catch (const StatusCodeException &)
        {
        }
    }

    featureVector.push_back(pca1);
    featureVector.push_back(pca2);
}

void lar_content::ThreeDPCAFeatureTool::Run	(	LArMvaHelper::MvaFeatureMap &	featureMap,
		pandora::StringVector &	featureOrder,
		const std::string &	featureToolName,
		const pandora::Algorithm *const	pAlgorithm,
		const pandora::ParticleFlowObject *const	pInputPfo
	)

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The documentation for this class was generated from the following files:

• TrackShowerIdFeatureTool.h
• TrackShowerIdFeatureTool.cc