Difference: PIDConferencePlots (17 vs. 18)

Revision 182019-05-17 - ArtemMaevskiy

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META TOPICPARENT name="LHCbPPTS"

PID Plots for Conference

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 Contact: Artem Maevskiy

Plot Description
Changed:
<
<
P_vs_ETA.png  
kaon_vs_pion_RichDLLk_in_Brunel_P_vs_Brunel_ETA_3x3_full.png  
kaon_vs_pion_RichDLLk_in_Brunel_P_vs_Brunel_ETA_8x8_S0_2_4_N_S1_2_4_N.png  
muon_vs_pion_RichDLLmu_in_Brunel_P_vs_Brunel_ETA_3x3_full.png  
proton_vs_pion_RichDLLp_in_Brunel_P_vs_Brunel_ETA_3x3_full.png  
DeltaAUCOverError_RichDLLk_kaon_vs_all.png  
DeltaAUCOverError_RichDLLmu_muon_vs_all.png  
DeltaAUCOverError_RichDLLp_proton_vs_all.png  
DeltaAUC_RichDLLk_kaon_vs_all.png  
DeltaAUC_RichDLLmu_muon_vs_all.png  
DeltaAUC_RichDLLp_proton_vs_all.png  
>
>
P_vs_ETA.png

Momentum-pseudorapidity distributions for the calibration samples used for GAN training: pions (top-left), kaons (top-right), muons (bottom-left) and protons (bottom-right). The distributions are weighted using the s-weights. The following 2016 calibration samples were used: $J/\psi\rightarrow\mu^+\mu^-$, $D^{+*}\rightarrow D^0(K^-\pi^+)\pi^+$, $K^0_S\rightarrow\pi^+\pi^-$, $D^+_s\rightarrow\phi(K^+K^-)\pi^+$ and $\Lambda^0\rightarrow p\pi^-$.

kaon_vs_pion_RichDLLk_in_Brunel_P_vs_Brunel_ETA_3x3_full.png

Weighted real-data and generated distributions of RichDLLk for kaon and pion track candidates in bins of pseudorapidity (ETA) and momentum (P) over full phase-space.

kaon_vs_pion_RichDLLk_in_Brunel_P_vs_Brunel_ETA_8x8_S0_2_4_N_S1_2_4_N.png

Weighted real-data and generated distributions of RichDLLk for kaon and pion track candidates in bins of pseudorapidity (ETA) and momentum (P) in a well-populated phase-space region.

muon_vs_pion_RichDLLmu_in_Brunel_P_vs_Brunel_ETA_3x3_full.png

Weighted real-data and generated distributions of RichDLLmu for muon and pion track candidates in bins of pseudorapidity (ETA) and momentum (P) over full phase-space.

proton_vs_pion_RichDLLp_in_Brunel_P_vs_Brunel_ETA_3x3_full.png

Weighted real-data and generated distributions of RichDLLp for proton and pion track candidates in bins of pseudorapidity (ETA) and momentum (P) over full phase-space.

DeltaAUCOverError_RichDLLk_kaon_vs_all.png

Differences between real- and generated-sample areas under ROC-curves divided by uncertainties for discriminating kaons from pions, classifying with the RichDLLk variable, in bins of momentum and pseudorapidity.

DeltaAUCOverError_RichDLLmu_muon_vs_all.png

Differences between real- and generated-sample areas under ROC-curves divided by uncertainties for discriminating muons from pions, classifying with the RichDLLmu variable, in bins of momentum and pseudorapidity.

DeltaAUCOverError_RichDLLp_proton_vs_all.png

Differences between real- and generated-sample areas under ROC-curves divided by uncertainties for discriminating protons from pions, classifying with the RichDLLp variable, in bins of momentum and pseudorapidity.

DeltaAUC_RichDLLk_kaon_vs_all.png

Differences between real- and generated-sample areas under ROC-curves for discriminating kaons from pions, classifying with the RichDLLk variable, in bins of momentum and pseudorapidity.

DeltaAUC_RichDLLmu_muon_vs_all.png

Differences between real- and generated-sample areas under ROC-curves for discriminating muons from pions, classifying with the RichDLLmu variable, in bins of momentum and pseudorapidity.

DeltaAUC_RichDLLp_proton_vs_all.png

Differences between real- and generated-sample areas under ROC-curves for discriminating protons from pions, classifying with the RichDLLp variable, in bins of momentum and pseudorapidity.

 

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