ECL Clustering Modes

Contents

ECL Clustering Modes#

class K0K0bar[source]#

Bases: ValidationModeBaseClass

name: str | None = 'K0K0bar'#
latex_str = '$e^+ e^- \\rightarrow K_S^0 K_L^0 \\gamma$'#
plotting_strategies = ['multi_comparison_binned']#
create_basf2_path(**kwargs)[source]#

Create the basf2 path for the validation of this mode. Consult the source for specifics on the validation steering.

property base_particle_vars#
property cluster_vars#
generate_variables_for_list(particle_list: str, names: List[str], add_mc_matching: bool, variables: List[str])[source]#
property analysis_validation_histograms: List[Histogram]#

The histograms defined for this mode are listed below.:

  • ClusterPhi_K0L

    • Label: \(\phi_{\mathrm{reco}}^{K_L^0}\)

    • Range: (-3.1416, 3.1416)

    • Unit: \(rad\)

    • Components:

      • Signal

        cut: K_L0_reco_isSignal == 1.0

  • ClusterTheta_K0L

    • Label: \(\theta_{\mathrm{reco}}^{K_L^0}\)

    • Range: (0.0, 3.1416)

    • Unit: \(rad\)

    • Components:

      • Signal

        cut: K_L0_reco_isSignal == 1.0

  • ClusterTiming_K0L

    • Label: \(clusterTiming\)

    • Range: (-100, 100)

    • Unit: \(ns\)

    • Components:

      • Signal

        cut: K_L0_reco_isSignal == 1.0

  • ClusterE_K0L

    • Label: \(clusterE\)

    • Range: (0, 2)

    • Unit: \(GeV\)

    • Components:

      • Signal

        cut: K_L0_reco_isSignal == 1.0

  • ClusterNHits_K0L

    • Label: \(clusterNHits\)

    • Range: (0, 30)

    • Unit: ``

    • Components:

      • Signal

        cut: K_L0_reco_isSignal == 1.0

  • ClusterReg_K0L

    • Label: \(clusterReg\)

    • Range: (0, 13)

    • Unit: ``

    • Components:

      • Signal

        cut: K_L0_reco_isSignal == 1.0

  • ClusterHasFailedTiming_K0L

    • Label: \(clusterHasFailedTiming\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

        cut: K_L0_reco_isSignal == 1.0

  • ClusterHasFailedErrorTiming_K0L

    • Label: \(clusterHasFailedErrorTiming\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

        cut: K_L0_reco_isSignal == 1.0

  • ClusterHasNPhotons_K0L

    • Label: \(clusterHasNPhotons\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

        cut: K_L0_reco_isSignal == 1.0

  • ClusterHasNeutralHadron_K0L

    • Label: \(clusterHasNeutralHadron\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

        cut: K_L0_reco_isSignal == 1.0

  • ClusterHasPulseShapeDiscrimination_K0L

    • Label: \(clusterHasPulseShapeDiscrimination\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

        cut: K_L0_reco_isSignal == 1.0

  • NECLClusterTrackMatches_K0L

    • Label: \(nECLClusterTrackMatches\)

    • Range: (0, 10)

    • Unit: ``

    • Components:

      • Signal

        cut: K_L0_reco_isSignal == 1.0

class KL0Efficiency[source]#

Bases: ValidationModeBaseClass

name: str | None = 'KL0Efficiency'#
latex_str = '$e^+ e^- \\rightarrow \\mu^+ \\mu^- \\gamma$'#
plotting_strategies = ['particle_list_efficiency']#
create_basf2_path(**kwargs)[source]#

Reconstruction script for photons.

property base_particle_vars#
property cluster_vars#
property analysis_validation_histograms: List[Histogram]#

The histograms defined for this mode are listed below.:

  • EResolution_ISRPhoton

    • Label: \(\theta_{\mathrm{MC}}^{\pi^0}\)

    • Range: (0.0, 3.1415)

    • Unit: \(rad\)

    • Components:

      • Signal

        cut: K_L0_isSignal == 1.0

  • EResolution_ISRPhoton

    • Label: \(\theta_{\mathrm{MC}}^{\pi^0}\)

    • Range: (0.0, 3.1415)

    • Unit: \(rad\)

    • Components:

      • Signal

        cut: K_L0_isSignal == 1.0

get_number_of_signal_for_efficiency(df: DataFrame, particle_list: str | None = None) float[source]#
class bhabhaISR[source]#

Bases: ValidationModeBaseClass

name: str | None = 'bhabhaISR'#
latex_str = '$e^+ e^- \\rightarrow e^+ e^- \\gamma$'#
plotting_strategies = ['multi_comparison_binned']#
create_basf2_path(**kwargs)[source]#

Create the basf2 path for the validation of this mode. Consult the source for specifics on the validation steering.

property base_particle_vars#
property cluster_vars#
generate_variables_for_list(particle_list: str, names: List[str], add_mc_matching: bool, variables: List[str])[source]#
property analysis_validation_histograms: List[Histogram]#

The histograms defined for this mode are listed below.:

  • EResolution_ISRPhoton

    • Label: \((E_{\mathrm{reco}}-E_{\mathrm{MC}})/E_{\mathrm{MC}}\)

    • Range: (-2.0, 2.0)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterPhi_ISRPhoton

    • Label: \(\phi_{\mathrm{reco}}^{\gamma_{\mathrm{ISR}}}\)

    • Range: (-3.1416, 3.1416)

    • Unit: \(rad\)

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterTheta

    • Label: \(clusterTheta\)

    • Range: (0.0, 3.1416)

    • Unit: \(rad\)

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterTiming

    • Label: \(clusterTiming\)

    • Range: (-100, 100)

    • Unit: \(ns\)

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • MinC2TDist

    • Label: \(minC2TDist\)

    • Range: (0, 250)

    • Unit: \(cm\)

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterE1E9

    • Label: \(clusterE1E9\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • Cluster9E21

    • Label: \(cluster9E21\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterPSDMVA

    • Label: \(clusterPulseShapeDiscriminationMVA\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterLAT

    • Label: \(clusterLAT\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterE

    • Label: \(clusterE\)

    • Range: (0, 2)

    • Unit: \(GeV\)

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterNHits

    • Label: \(clusterNHits\)

    • Range: (0, 30)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterReg

    • Label: \(clusterReg\)

    • Range: (0, 13)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterSecondMoment

    • Label: \(clusterSecondMoment\)

    • Range: (0, 40)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterTrackMatch

    • Label: \(clusterTrackMatch\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterZernikeMVA

    • Label: \(clusterZernikeMVA\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterAbsZernikeMoment40

    • Label: \(clusterAbsZernikeMoment40\)

    • Range: (0, 1.7)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterAbsZernikeMoment51

    • Label: \(clusterAbsZernikeMoment51\)

    • Range: (0, 1.2)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterEoP

    • Label: \(clusterEoP\)

    • Range: (0, 2)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterHasFailedTiming

    • Label: \(clusterHasFailedTiming\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterHasFailedErrorTiming

    • Label: \(clusterHasFailedErrorTiming\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterHasNPhotons

    • Label: \(clusterHasNPhotons\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterHasNeutralHadron

    • Label: \(clusterHasNeutralHadron\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterHasPulseShapeDiscrimination

    • Label: \(clusterHasPulseShapeDiscrimination\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • NECLClusterTrackMatches

    • Label: \(nECLClusterTrackMatches\)

    • Range: (0, 10)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

get_number_of_signal_for_efficiency(df: DataFrame, particle_list: str | None = None) float[source]#
class mumuISR[source]#

Bases: ValidationModeBaseClass

name: str | None = 'mumuISR'#
latex_str = '$e^+ e^- \\rightarrow \\mu^+ \\mu^- \\gamma$'#
plotting_strategies = ['multi_comparison_binned']#
create_basf2_path(**kwargs)[source]#

Create the basf2 path for the validation of this mode. Consult the source for specifics on the validation steering.

property base_particle_vars#
property cluster_vars#
mask_dict = {'knunu_mask': ('', '[ [clusterReg == 1 and clusterE>0.080] or [clusterReg == 2 and clusterE>0.030] or [clusterReg == 3 and clusterE>0.060] ] and [minC2TDist>50] and [thetaInCDCAcceptance==1]'), 'kstartautau_mask': ('[dr < 2] and [abs(dz) < 4] and [pt > 0.2] and [thetaInCDCAcceptance==1]', '[[clusterReg==1 and E>0.08] or [clusterReg==2 and E > 0.03] or [clusterReg==3 and E > 0.06]] and [clusterNHits > 1.5] and [abs(clusterTiming) < 200] and [0.2967 < clusterTheta < 2.6180]'), 'loose_mask': ('', '[ [clusterReg == 1 and clusterE>0.080] or [clusterReg == 2 and clusterE>0.030] or [clusterReg == 3 and clusterE>0.060] ]'), 'tight_mask': ('', 'clusterNHits > 1.5 and 0.2967 < clusterTheta < 2.6180 and [ [clusterReg == 1 and clusterE>0.100] or [clusterReg == 2 and clusterE>0.060] or [clusterReg == 3 and clusterE>0.150]] and minC2TDist>20')}#
base_roe_vars = ['nROE_Charged()', 'nROE_Photons()', 'nROE_NeutralHadrons()', 'roeE()', 'roeM()', 'roeP()', 'roeMbc()', 'roeDeltae()', 'roeEextra()']#
add_ROE(path: Path, particle_list: str)[source]#

A convenience function to add Rest Of Event (ROE) variables to a particle list. Additionally adds various masked versions of the ROE

Args:
  • path: The BASF2 path to add the ROE variables to.

  • particle_list: The name of the particle list to calculate the ROE with

generate_variables_for_list(particle_list: str, names: List[str], add_mc_matching: bool, variables: List[str])[source]#
property analysis_validation_histograms: List[Histogram]#

The histograms defined for this mode are listed below.:

  • EResolution_ISRPhoton

    • Label: \((E_{\mathrm{reco}}-E_{\mathrm{MC}})/E_{\mathrm{MC}}\)

    • Range: (-2.0, 2.0)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterPhi_ISRPhoton

    • Label: \(\phi_{\mathrm{reco}}^{\gamma_{\mathrm{ISR}}}\)

    • Range: (-3.1416, 3.1416)

    • Unit: \(rad\)

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterTheta

    • Label: \(clusterTheta\)

    • Range: (0.0, 3.1416)

    • Unit: \(rad\)

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterTiming

    • Label: \(clusterTiming\)

    • Range: (-100, 100)

    • Unit: \(ns\)

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • MinC2TDist

    • Label: \(minC2TDist\)

    • Range: (0, 250)

    • Unit: \(cm\)

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterE1E9

    • Label: \(clusterE1E9\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • Cluster9E21

    • Label: \(cluster9E21\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterPSDMVA

    • Label: \(clusterPulseShapeDiscriminationMVA\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterLAT

    • Label: \(clusterLAT\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterE

    • Label: \(clusterE\)

    • Range: (0, 2)

    • Unit: \(GeV\)

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterNHits

    • Label: \(clusterNHits\)

    • Range: (0, 30)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterReg

    • Label: \(clusterReg\)

    • Range: (0, 13)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterSecondMoment

    • Label: \(clusterSecondMoment\)

    • Range: (0, 40)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterTrackMatch

    • Label: \(clusterTrackMatch\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterZernikeMVA

    • Label: \(clusterZernikeMVA\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterAbsZernikeMoment40

    • Label: \(clusterAbsZernikeMoment40\)

    • Range: (0, 1.7)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterAbsZernikeMoment51

    • Label: \(clusterAbsZernikeMoment51\)

    • Range: (0, 1.2)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterEoP

    • Label: \(clusterEoP\)

    • Range: (0, 2)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterHasFailedTiming

    • Label: \(clusterHasFailedTiming\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterHasFailedErrorTiming

    • Label: \(clusterHasFailedErrorTiming\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterHasNPhotons

    • Label: \(clusterHasNPhotons\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterHasNeutralHadron

    • Label: \(clusterHasNeutralHadron\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • ClusterHasPulseShapeDiscrimination

    • Label: \(clusterHasPulseShapeDiscrimination\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

  • NECLClusterTrackMatches

    • Label: \(nECLClusterTrackMatches\)

    • Range: (0, 10)

    • Unit: ``

    • Components:

      • Signal

        cut: gamma_reco_isSignal == 1.0

get_number_of_signal_for_efficiency(df: DataFrame, particle_list: str | None = None) float[source]#
class photonEfficiency[source]#

Bases: ValidationModeBaseClass

name: str | None = 'photonEfficiency'#
latex_str = '$\\gamma$ from $B\\overline{B}$ events'#
plotting_strategies = ['particle_list_efficiency']#
create_basf2_path(**kwargs)[source]#

Reconstruction script for photons.

property base_particle_vars#
property cluster_vars#
property analysis_validation_histograms: List[Histogram]#

The histograms defined for this mode are listed below.:

  • EResolution_ISRPhoton

    • Label: \(\theta_{\mathrm{MC}}^{\gamma}\)

    • Range: (0.0, 3.1415)

    • Unit: \(rad\)

    • Components:

      • Signal

        cut: gamma_isSignal == 1.0

  • EResolution_ISRPhoton

    • Label: \(\theta_{\mathrm{MC}}^{\gamma}\)

    • Range: (0.0, 3.1415)

    • Unit: \(rad\)

    • Components:

      • Signal

        cut: gamma_isSignal == 1.0

class photonEnergyResolution[source]#

Bases: ValidationModeBaseClass

name: str | None = 'photonEnergyResolution'#
latex_str = '$\\gamma$ from $B\\overline{B}$ events'#
plotting_strategies = ['resolution_fitting']#
create_basf2_path(**kwargs)[source]#

Reconstruction script for photons.

property base_particle_vars#
property cluster_vars#
property base_roe_vars#
property analysis_validation_histograms: List[Histogram]#

The histograms defined for this mode are listed below.:

  • EResolution_ISRPhoton_Selection

    • Label: \(E_{\mathrm{reco}}^{\gamma}\)

    • Range: (0.0, 0.1)

    • Unit: \(GeV\)

    • Components:

      • Signal

        cut: gamma_isSignal == 1.0 or gamma_isSignal == 0.0

class photonReconstruction[source]#

Bases: ValidationModeBaseClass

name: str | None = 'photonReconstruction'#
latex_str = '$e^+ e^- \\rightarrow \\mu^+ \\mu^- \\gamma$'#
plotting_strategies = ['multi_comparison_binned']#
create_basf2_path(**kwargs)[source]#

Reconstruction script for photons.

property base_particle_vars#
property cluster_vars#
generate_variables_for_list(particle_list: str, names: List[str], add_mc_matching: bool, variables: List[str])[source]#
property analysis_validation_histograms: List[Histogram]#

The histograms defined for this mode are listed below.:

  • Theta

    • Label: \(clusterTheta\)

    • Range: (0.0, 3.1416)

    • Unit: \(rad\)

    • Components:

      • Signal

  • ClusterPhi

    • Label: \(clusterPhi\)

    • Range: (-3.14159, 3.14159)

    • Unit: \(rad\)

    • Components:

      • Signal

  • ClusterTiming

    • Label: \(clusterTiming\)

    • Range: (-100, 100)

    • Unit: \(ns\)

    • Components:

      • Signal

  • MinC2TDist

    • Label: \(minC2TDist\)

    • Range: (0, 250)

    • Unit: \(cm\)

    • Components:

      • Signal

  • ClusterE1E9

    • Label: \(clusterE1E9\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

  • Cluster9E21

    • Label: \(cluster9E21\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

  • ClusterPSDMVA

    • Label: \(clusterPulseShapeDiscriminationMVA\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

  • ClusterLAT

    • Label: \(clusterLAT\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

  • ClusterE

    • Label: \(clusterE\)

    • Range: (0, 2)

    • Unit: \(GeV\)

    • Components:

      • Signal

  • ClusterNHits

    • Label: \(clusterNHits\)

    • Range: (0, 30)

    • Unit: ``

    • Components:

      • Signal

  • ClusterReg

    • Label: \(clusterReg\)

    • Range: (0, 13)

    • Unit: ``

    • Components:

      • Signal

  • ClusterSecondMoment

    • Label: \(clusterSecondMoment\)

    • Range: (0, 40)

    • Unit: ``

    • Components:

      • Signal

  • ClusterTrackMatch

    • Label: \(clusterTrackMatch\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

  • ClusterZernikeMVA

    • Label: \(clusterZernikeMVA\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

  • ClusterAbsZernikeMoment40

    • Label: \(clusterAbsZernikeMoment40\)

    • Range: (0, 1.7)

    • Unit: ``

    • Components:

      • Signal

  • ClusterAbsZernikeMoment51

    • Label: \(clusterAbsZernikeMoment51\)

    • Range: (0, 1.2)

    • Unit: ``

    • Components:

      • Signal

  • ClusterEoP

    • Label: \(clusterEoP\)

    • Range: (0, 2)

    • Unit: ``

    • Components:

      • Signal

  • ClusterHasFailedTiming

    • Label: \(clusterHasFailedTiming\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

  • ClusterHasFailedErrorTiming

    • Label: \(clusterHasFailedErrorTiming\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

  • ClusterHasNPhotons

    • Label: \(clusterHasNPhotons\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

  • ClusterHasNeutralHadron

    • Label: \(clusterHasNeutralHadron\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

  • ClusterHasPulseShapeDiscrimination

    • Label: \(clusterHasPulseShapeDiscrimination\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

  • MaxWeightedDistanceFromAverageECLTime

    • Label: \(maxWeightedDistanceFromAverageECLTime\)

    • Range: (0, 5000)

    • Unit: \(ns\)

    • Components:

      • Signal

  • NECLClusterTrackMatches

    • Label: \(nECLClusterTrackMatches\)

    • Range: (0, 10)

    • Unit: ``

    • Components:

      • Signal

  • beamBackgroundSuppressionScore

    • Label: \(beamBackgroundSuppressionScore\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

  • fakePhotonSuppressionScore

    • Label: \(fakePhotonSuppressionScore\)

    • Range: (0, 1)

    • Unit: ``

    • Components:

      • Signal

get_number_of_signal_for_efficiency(df: DataFrame, particle_list: str = 'gamma:selection') float[source]#
class pi0Efficiency[source]#

Bases: ValidationModeBaseClass

name: str | None = 'pi0Efficiency'#
latex_str = '$e^+ e^- \\rightarrow \\mu^+ \\mu^- \\gamma$'#
plotting_strategies = ['particle_list_efficiency']#
create_basf2_path(**kwargs)[source]#

Reconstruction script for photons.

property base_particle_vars#
property cluster_vars#
property analysis_validation_histograms: List[Histogram]#

The histograms defined for this mode are listed below.:

  • EResolution_ISRPhoton

    • Label: \(\theta_{\mathrm{MC}}^{\pi^0}\)

    • Range: (0.0, 3.1415)

    • Unit: \(rad\)

    • Components:

      • Signal

        cut: pi0_isSignal == 1.0

  • EResolution_ISRPhoton

    • Label: \(\theta_{\mathrm{MC}}^{\pi^0}\)

    • Range: (0.0, 3.1415)

    • Unit: \(rad\)

    • Components:

      • Signal

        cut: pi0_isSignal == 1.0

class pi0EnergyResolution[source]#

Bases: ValidationModeBaseClass

name: str | None = 'pi0EnergyResolution'#
latex_str = '$\\pi^0$ from $B\\overline{B}$ events'#
plotting_strategies = ['resolution_fitting']#
create_basf2_path(**kwargs)[source]#

Reconstruction script for pi0s.

property base_particle_vars#
property cluster_vars#
property base_roe_vars#
property analysis_validation_histograms: List[Histogram]#

The histograms defined for this mode are listed below.:

  • EResolution_pi0_Selection

    • Label: \(P_{\mathrm{reco}}^{\pi^0}\)

    • Range: (0.0, 2.5)

    • Unit: \(GeV\)

    • Components:

      • Signal