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CheatingVertexSelectionAlgorithm class. More...
#include <CheatingVertexSelectionAlgorithm.h>
Private Member Functions | |
| void | GetVertexScoreList (const pandora::VertexVector &vertexVector, const BeamConstants &beamConstants, HitKDTree2D &kdTreeU, HitKDTree2D &kdTreeV, HitKDTree2D &kdTreeW, VertexScoreList &vertexScoreList) const |
| Get the vertex score list. More... | |
| pandora::StatusCode | ReadSettings (const pandora::TiXmlHandle xmlHandle) |
Additional Inherited Members | |
 Public Types inherited from lar_content::TrainedVertexSelectionAlgorithm | |
| typedef std::map< const pandora::Vertex *const, VertexFeatureInfo > | VertexFeatureInfoMap |
| Public Types inherited from lar_content::VertexSelectionBaseAlgorithm | |
| typedef std::vector< VertexScore > | VertexScoreList |
| typedef std::vector < SlidingFitData > | SlidingFitDataList |
| typedef std::vector < ShowerCluster > | ShowerClusterList |
| typedef KDTreeNodeInfoT< const pandora::CaloHit *, 2 > | HitKDNode2D |
| typedef std::vector< HitKDNode2D > | HitKDNode2DList |
| typedef KDTreeLinkerAlgo < const pandora::CaloHit *, 2 > | HitKDTree2D |
| typedef std::map < pandora::HitType, const pandora::ClusterList & > | ClusterListMap |
| Map array of cluster lists for passing to tools. More... | |
| typedef std::map < pandora::HitType, const SlidingFitDataList > | SlidingFitDataListMap |
| Map of sliding fit data lists for passing to tools. More... | |
| typedef std::map < pandora::HitType, const ShowerClusterList > | ShowerClusterListMap |
| Map of shower cluster lists for passing to tools. More... | |
| typedef std::map < pandora::HitType, const std::reference_wrapper < HitKDTree2D > > | KDTreeMap |
| Map array of hit kd trees for passing to tools. More... | |
| typedef MvaFeatureTool< const VertexSelectionBaseAlgorithm *const, const pandora::Vertex *const, const SlidingFitDataListMap &, const ClusterListMap &, const KDTreeMap &, const ShowerClusterListMap &, const float, float & > | VertexFeatureTool |
| The base type for the vertex feature tools. More... | |
| Public Member Functions inherited from lar_content::TrainedVertexSelectionAlgorithm | |
| TrainedVertexSelectionAlgorithm () | |
| Default constructor. More... | |
| Public Member Functions inherited from lar_content::VertexSelectionBaseAlgorithm | |
| VertexSelectionBaseAlgorithm () | |
| Default constructor. More... | |
| Protected Types inherited from lar_content::TrainedVertexSelectionAlgorithm | |
| typedef std::pair < pandora::CartesianVector, pandora::CartesianVector > | ClusterEndPoints |
| typedef std::map< const pandora::Cluster *const, ClusterEndPoints > | ClusterEndPointsMap |
| typedef std::vector < LArMvaHelper::MvaFeatureVector > | FeatureListVector |
| typedef std::vector < pandora::VertexVector > | VectorOfVertexVectors |
| typedef KDTreeLinkerAlgo < const pandora::CaloHit *, 2 > | HitKDTree2D |
| typedef KDTreeNodeInfoT< const pandora::CaloHit *, 2 > | HitKDNode2D |
| typedef std::vector< HitKDNode2D > | HitKDNode2DList |
| typedef std::unordered_map < const pandora::CaloHit *, const pandora::Cluster * > | HitToClusterMap |
| Protected Member Functions inherited from lar_content::TrainedVertexSelectionAlgorithm | |
| void | CalculateShowerClusterList (const pandora::ClusterList &inputClusterList, ShowerClusterList &showerClusterList) const |
| Calculate the shower cluster map for a cluster list. More... | |
| void | GetShowerLikeClusterEndPoints (const pandora::ClusterList &clusterList, pandora::ClusterList &showerLikeClusters, ClusterEndPointsMap &clusterEndPointsMap) const |
| Add the endpoints of any shower-like clusters to the map. More... | |
| void | PopulateKdTree (const pandora::ClusterList &clusterList, HitKDTree2D &kdTree, HitToClusterMap &hitToClusterMap) const |
| Populate kd tree with information about hits in a provided list of clusters. More... | |
| bool | AddClusterToShower (const ClusterEndPointsMap &clusterEndPointsMap, pandora::ClusterList &availableShowerLikeClusters, const pandora::Cluster *const pCluster, pandora::ClusterList &showerCluster) const |
| Try to add an available cluster to a given shower cluster, using shower clustering approximation. More... | |
| bool | AddClusterToShower (HitKDTree2D &kdTree, const HitToClusterMap &hitToClusterMap, pandora::ClusterList &availableShowerLikeClusters, const pandora::Cluster *const pCluster, pandora::ClusterList &showerCluster) const |
| Try to add an available cluster to a given shower cluster, using cluster hit positions cached in kd tree. More... | |
| EventFeatureInfo | CalculateEventFeatures (const pandora::ClusterList &clusterListU, const pandora::ClusterList &clusterListV, const pandora::ClusterList &clusterListW, const pandora::VertexVector &vertexVector) const |
| Calculate the event parameters. More... | |
| void | IncrementShoweryParameters (const pandora::ClusterList &clusterList, unsigned int &nShoweryHits, unsigned int &nHits, float &eventEnergy) const |
| Increment the showery hit parameters for a cluster list. More... | |
| bool | IsClusterShowerLike (const pandora::Cluster *const pCluster) const |
| Find whether a cluster is shower-like. More... | |
| void | GetLegacyEventShapeFeatures (const pandora::ClusterList &clusterList, float &eventVolume, float &longitudinality) const |
| Get the event shape features. More... | |
| void | GetEventShapeFeatures (const ClusterListMap &clusterListMap, float &eventArea, float &longitudinality) const |
| Get the event shape features. More... | |
| void | Get2DSpan (const pandora::ClusterList &clusterList, float &xSpan, float &zSpan) const |
| Get the coordinate span in one view. More... | |
| void | UpdateSpanCoordinate (const float minPositionCoord, const float maxPositionCoord, pandora::InputFloat &minCoord, pandora::InputFloat &maxCoord) const |
| Update the min/max coordinate spans. More... | |
| float | GetCoordinateSpan (const pandora::InputFloat &minCoord, const pandora::InputFloat &maxCoord) const |
| Get the coordinate span. More... | |
| void | AddEventFeaturesToVector (const EventFeatureInfo &eventFeatureInfo, LArMvaHelper::MvaFeatureVector &featureVector) const |
| Add the event features to a vector in the correct order. More... | |
| void | PopulateVertexFeatureInfoMap (const BeamConstants &beamConstants, const ClusterListMap &clusterListMap, const SlidingFitDataListMap &slidingFitDataListMap, const ShowerClusterListMap &showerClusterListMap, const KDTreeMap &kdTreeMap, const pandora::Vertex *const pVertex, VertexFeatureInfoMap &vertexFeatureInfoMap) const |
| Populate the vertex feature info map for a given vertex. More... | |
| void | PopulateInitialScoreList (VertexFeatureInfoMap &vertexFeatureInfoMap, const pandora::Vertex *const pVertex, VertexScoreList &initialScoreList) const |
| Populate the initial vertex score list for a given vertex. More... | |
| void | GetBestRegionVertices (VertexScoreList &initialScoreList, pandora::VertexVector &bestRegionVertices) const |
| Get the list of top-N separated vertices. More... | |
| void | ProduceTrainingSets (const pandora::VertexVector &vertexVector, const pandora::VertexVector &bestRegionVertices, VertexFeatureInfoMap &vertexFeatureInfoMap, const LArMvaHelper::MvaFeatureVector &eventFeatureList, const KDTreeMap &kdTreeMap) const |
| Produce the region and vertex training sets. More... | |
| void | CalculateRPhiScores (pandora::VertexVector &vertexVector, VertexFeatureInfoMap &vertexFeatureInfoMap, const KDTreeMap &kdTreeMap) const |
| Calculate the r/phi scores for the vertices in a vector, possibly erasing those that fail the fast score test. More... | |
| std::string | GetInteractionType () const |
| Get the interaction type string. More... | |
| const pandora::Vertex * | ProduceTrainingExamples (const pandora::VertexVector &vertexVector, const VertexFeatureInfoMap &vertexFeatureInfoMap, std::bernoulli_distribution &coinFlip, std::mt19937 &generator, const std::string &interactionType, const std::string &trainingOutputFile, const LArMvaHelper::MvaFeatureVector &eventFeatureList, const KDTreeMap &kdTreeMap, const float maxRadius, const bool useRPhi) const |
| Produce a set of training examples for a binary classifier. More... | |
| void | GetBestVertex (const pandora::VertexVector &vertexVector, const pandora::Vertex *&pBestVertex, float &bestVertexDr) const |
| Use the MC information to get the best vertex from a list. More... | |
| void | GetSharedFeatures (const pandora::Vertex *const pVertex1, const pandora::Vertex *const pVertex2, const KDTreeMap &kdTreeMap, float &separation, float &axisHits) const |
| Calculates the shared features of a pair of vertex candidates. More... | |
| void | IncrementSharedAxisValues (const pandora::CartesianVector pos1, const pandora::CartesianVector pos2, HitKDTree2D &kdTree, float &axisHits) const |
| Increments the axis hits information for one view. More... | |
| bool | IsHitInBox (const pandora::CartesianVector &hitPos, const pandora::CartesianVector &point1, const pandora::CartesianVector &point2, const pandora::CartesianVector &point3, const pandora::CartesianVector &point4) const |
| Determines whether a hit lies within the box defined by four other positions. More... | |
| void | AddVertexFeaturesToVector (const VertexFeatureInfo &vertexFeatureInfo, LArMvaHelper::MvaFeatureVector &featureVector, const bool useRPhi) const |
| Add the vertex features to a vector in the correct order. More... | |
| void | AddSharedFeaturesToVector (const VertexSharedFeatureInfo &vertexSharedFeatureInfo, LArMvaHelper::MvaFeatureVector &featureVector) const |
| Add the shared features to a vector in the correct order. More... | |
| void | PopulateFinalVertexScoreList (const VertexFeatureInfoMap &vertexFeatureInfoMap, const pandora::Vertex *const pFavouriteVertex, const pandora::VertexVector &vertexVector, VertexScoreList &finalVertexScoreList) const |
| Populate the final vertex score list using the r/phi score to find the best vertex in the vicinity. More... | |
| pandora::StatusCode | ReadSettings (const pandora::TiXmlHandle xmlHandle) |
| Protected Member Functions inherited from lar_content::VertexSelectionBaseAlgorithm | |
| virtual void | FilterVertexList (const pandora::VertexList *const pInputVertexList, HitKDTree2D &kdTreeU, HitKDTree2D &kdTreeV, HitKDTree2D &kdTreeW, pandora::VertexVector &filteredVertices) const |
| Filter the input list of vertices to obtain a reduced number of vertex candidates. More... | |
| virtual void | GetBeamConstants (const pandora::VertexVector &vertexVector, BeamConstants &beamConstants) const |
| Get the beam score constants for a provided list of candidate vertices. More... | |
| void | GetClusterLists (const pandora::StringVector &inputClusterListNames, pandora::ClusterList &clusterListU, pandora::ClusterList &clusterListV, pandora::ClusterList &clusterListW) const |
| Get the cluster lists. More... | |
| void | CalculateClusterSlidingFits (const pandora::ClusterList &inputClusterList, const unsigned int minClusterCaloHits, const unsigned int slidingFitWindow, SlidingFitDataList &slidingFitDataList) const |
| Calculate the cluster sliding fits. More... | |
| float | GetBeamDeweightingScore (const BeamConstants &beamConstants, const pandora::Vertex *const pVertex) const |
| Get the beam deweighting score for a vertex. More... | |
| bool | IsBeamModeOn () const |
| Whether algorithm is running in beam mode, assuming neutrinos travel in positive z-direction. More... | |
| float | GetVertexEnergy (const pandora::Vertex *const pVertex, const KDTreeMap &kdTreeMap) const |
| Calculate the energy of a vertex candidate by summing values from all three planes. More... | |
| float | VertexHitEnergy (const pandora::Vertex *const pVertex, const pandora::HitType hitType, HitKDTree2D &kdTree) const |
| Finds the energy of the nearest hit to the vertex candidate in this view. More... | |
| pandora::StatusCode | ReadSettings (const pandora::TiXmlHandle xmlHandle) |
| Protected Attributes inherited from lar_content::TrainedVertexSelectionAlgorithm | |
| VertexFeatureTool::FeatureToolVector | m_featureToolVector |
| The feature tool vector. More... | |
| bool | m_trainingSetMode |
| Whether to train. More... | |
| bool | m_allowClassifyDuringTraining |
| Whether classification is allowed during training. More... | |
| float | m_mcVertexXCorrection |
| The correction to the x-coordinate of the MC vertex position. More... | |
| std::string | m_trainingOutputFileRegion |
| The training output file for the region mva. More... | |
| std::string | m_trainingOutputFileVertex |
| The training output file for the vertex mva. More... | |
| std::string | m_mcParticleListName |
| The MC particle list for creating training examples. More... | |
| std::string | m_caloHitListName |
| The 2D CaloHit list name. More... | |
| pandora::StringVector | m_inputClusterListNames |
| The list of cluster list names. More... | |
| unsigned int | m_minClusterCaloHits |
| The min number of hits parameter in the energy score. More... | |
| unsigned int | m_slidingFitWindow |
| The layer window for the sliding linear fits. More... | |
| float | m_minShowerSpineLength |
| The minimum length at which all are considered to be tracks. More... | |
| float | m_beamDeweightingConstant |
| The beam deweighting constant for the initial region score list. More... | |
| float | m_localAsymmetryConstant |
| The local asymmetry constant for the initial region score list. More... | |
| float | m_globalAsymmetryConstant |
| The global asymmetry constant for the initial region score list. More... | |
| float | m_showerAsymmetryConstant |
| The shower asymmetry constant for the initial region score list. More... | |
| float | m_energyKickConstant |
| The energy kick constant for the initial region score list. More... | |
| float | m_showerClusteringDistance |
| The shower clustering distance. More... | |
| unsigned int | m_minShowerClusterHits |
| The minimum number of shower cluster hits. More... | |
| bool | m_useShowerClusteringApproximation |
| Whether to use the shower clustering distance approximation. More... | |
| float | m_regionRadius |
| The radius for a vertex region. More... | |
| float | m_rPhiFineTuningRadius |
| The maximum distance the r/phi tune can move a vertex. More... | |
| float | m_maxTrueVertexRadius |
| The maximum distance at which a vertex candidate can be considered the 'true' vertex. More... | |
| bool | m_useRPhiFeatureForRegion |
| Whether to use the r/phi feature for the region vertex. More... | |
| bool | m_dropFailedRPhiFastScoreCandidates |
| Whether to drop candidates that fail the r/phi fast score test. More... | |
| bool | m_testBeamMode |
| Test beam mode. More... | |
| bool | m_legacyEventShapes |
| Whether to use the old event shapes calculation. More... | |
| bool | m_legacyVariables |
| Whether to only use the old variables. More... | |
CheatingVertexSelectionAlgorithm class.
Definition at line 19 of file CheatingVertexSelectionAlgorithm.h.
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privatevirtual |
Get the vertex score list.
| vertexVector | the vector of vertices |
| beamConstants | the beam constants |
| kdTreeU | the hit kd tree for the U view |
| kdTreeV | the hit kd tree for the V view |
| kdTreeW | the hit kd tree for the W view |
| vertexScoreList | the vertex score list to fill |
Implements lar_content::TrainedVertexSelectionAlgorithm.
Definition at line 18 of file CheatingVertexSelectionAlgorithm.cc.
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private |
Definition at line 30 of file CheatingVertexSelectionAlgorithm.cc.
1.8.5