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Add MVA-based lines for some b2xll modes

Angel Campoverde requested to merge hlt2_rd_xll_mva into 2024-patches

These are HLT2 lines for XLL decays implemented with a loose preselection and an MVA on top. The corresponding MR for the XML param file is:

lhcb-datapkg/ParamFiles!84 (merged)

The rates comparing the MVA lines (with MVA in the name) are:

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INFO:    Starting /afs/cern.ch/work/a/acampove/stack/DaVinci/HltEfficiencyChecker/scripts/hlt_calculate_rates.py...
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INFO:    No lines specified. Defaulting to all...
HLT rates: 
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Bd -> Kst ee
    Line:    Hlt2RD_B0ToKpPimEE_MVADecision                          Incl: 0.03323 +/- 0.0148 kHz,  Excl: 0.01329 +/- 0.0094 kHz 
    Line:    Hlt2RD_B0ToKpPimEE_MVA_calDecision                      Incl: 0.03323 +/- 0.0148 kHz,  Excl: 0.01994 +/- 0.0115 kHz 
    Line:    Hlt2RD_B0ToKpPimEE_MVA_misidDecision                    Incl: 0.01329 +/- 0.0094 kHz,  Excl: 0.01329 +/- 0.0094 kHz 
    Line:    Hlt2RD_B0ToKpPimEE_SameSign_MVADecision                 Incl: 0.03323 +/- 0.0148 kHz,  Excl: 0.01329 +/- 0.0094 kHz 
Bd -> Kst mm
    Line:    Hlt2RD_B0ToKpPimMuMu_MVADecision                        Incl: 0.03323 +/- 0.0148 kHz,  Excl: 0.0 +/- 0.0 kHz 
    Line:    Hlt2RD_B0ToKpPimMuMu_SameSign_MVADecision               Incl: 0.01994 +/- 0.0115 kHz,  Excl: 0.0 +/- 0.0 kHz 
B+ -> K ee    
    Line:    Hlt2RD_BuToKpEE_MVADecision                             Incl: 0.01994 +/- 0.0115 kHz,  Excl: 0.0 +/- 0.0 kHz 
    Line:    Hlt2RD_BuToKpEE_MVA_calDecision                         Incl: 0.04653 +/- 0.0175 kHz,  Excl: 0.02659 +/- 0.0132 kHz 
    Line:    Hlt2RD_BuToKpEE_MVA_misidDecision                       Incl: 0.01329 +/- 0.0094 kHz,  Excl: 0.01329 +/- 0.0094 kHz 
    Line:    Hlt2RD_BuToKpEE_SameSign_MVADecision                    Incl: 0.01994 +/- 0.0115 kHz,  Excl: 0.00664 +/- 0.0066 kHz 
B+ -> K mm    
    Line:    Hlt2RD_BuToKpMuMu_MVADecision                           Incl: 0.05318 +/- 0.0188 kHz,  Excl: 0.00664 +/- 0.0066 kHz 
    Line:    Hlt2RD_BuToKpMuMu_SameSign_MVADecision                  Incl: 0.03323 +/- 0.0148 kHz,  Excl: 0.01329 +/- 0.0094 kHz 
Bs -> phi ee    
    Line:    Hlt2RD_BsToPhiEE_MVADecision                            Incl: 0.02659 +/- 0.0132 kHz,  Excl: 0.01329 +/- 0.0094 kHz 
    Line:    Hlt2RD_BsToPhiEE_MVA_misidDecision                      Incl: 0.00664 +/- 0.0066 kHz,  Excl: 0.00664 +/- 0.0066 kHz 
    Line:    Hlt2RD_BsToPhiEE_SameSign_MVADecision                   Incl: 0.01994 +/- 0.0115 kHz,  Excl: 0.00664 +/- 0.0066 kHz 
B+ -> K mm
    Line:    Hlt2RD_BsToPhiMuMu_MVADecision                          Incl: 0.00664 +/- 0.0066 kHz,  Excl: 0.0 +/- 0.0 kHz 
    Line:    Hlt2RD_BsToPhiMuMu_SameSign_MVADecision                 Incl: 0.00664 +/- 0.0066 kHz,  Excl: 0.00664 +/- 0.0066 kHz 
Lb -> pK ee
    Line:    Hlt2RD_LbTopKEE_MVADecision                             Incl: 0.03323 +/- 0.0148 kHz,  Excl: 0.00664 +/- 0.0066 kHz 
    Line:    Hlt2RD_LbTopKEE_MVA_misidDecision                       Incl: 0.02659 +/- 0.0132 kHz,  Excl: 0.01329 +/- 0.0094 kHz 
    Line:    Hlt2RD_LbTopKEE_SameSign_MVADecision                    Incl: 0.02659 +/- 0.0132 kHz,  Excl: 0.0 +/- 0.0 kHz 
Lb -> pK mm
    Line:    Hlt2RD_LbTopKMuMu_MVADecision                           Incl: 0.0 +/- 0.0 kHz, Excl: 0.0 +/- 0.0 kHz 
    Line:    Hlt2RD_LbTopKMuMu_SameSign_MVADecision                  Incl: 0.0 +/- 0.0 kHz, Excl: 0.0 +/- 0.0 kHz 
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Hlt2 Total:                                                  Rate:       2 +/- 0.1 kHz 
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Finished printing HLT rates!

Many of the MVA lines have been prescaled, we won't prescale others specially the ones below:

                                                Inclusive    Inc Error Exclusive  Exc Error
Hlt2RD_B0ToKpPimEEDecision                        0.033238   0.014864  0.000000   0.000000
Hlt2RD_B0ToKpPimEE_MVADecision                    0.033238   0.014864  0.013295   0.009401

Hlt2RD_BsToPhiJpsi_PhiToKK_JpsiToEEDecision       0.026590   0.013295  0.000000   0.000000
Hlt2RD_BsToPhiEE_MVADecision                      0.026590   0.013295  0.006648   0.006648

Hlt2RD_BuToKpEEDecision                           0.013295   0.009401  0.000000   0.000000
Hlt2RD_BuToKpEE_MVADecision                       0.019943   0.011514  0.000000   0.000000

Hlt2RD_LambdabToPKEEDecision                      0.026590   0.013295  0.000000   0.000000
Hlt2RD_LbTopKEE_MVADecision                       0.033238   0.014864  0.006648   0.006648

which we believe are specially important for Physics and have rates comparable (given the large uncertainty) to others targeting the same final states. Regarding the efficiencies, we have compiled a comparison between the reference cutbased lines and the MVA based ones and they are below:

B^+\to K^+ee v8_c6_v8_c6_wide_lin

B^+\to K^* ee v8_c7_v8_c7_wide_lin

\Lambda_b \to pK ee v8_c8_v8_c8_wide_lin

B_s \to \phi ee v8_c9_v8_c9_wide_lin

In these plots, the rate is in KHz in red and the signal efficiency is in blue, from 0 to 1.

Below is a complete list of both cut based and MVA based lines:

--------------------------------------------------------------------------------------------------------------
INFO:    Starting /afs/cern.ch/work/a/acampove/stack/DaVinci/HltEfficiencyChecker/scripts/hlt_calculate_rates.py...
--------------------------------------------------------------------------------------------------------------
INFO:    No lines specified. Defaulting to all...
HLT rates:
--------------------------------------------------------------------------------------------------------------
Line:    Hlt2RD_B0ToKpKmEEDecision                               Incl: 0.05318 +/- 0.0188 kHz,  Excl: 0.01994 +/- 0.0115 kHz
Line:    Hlt2RD_B0ToKpKmEE_SameSignDecision                      Incl: 0.01329 +/- 0.0094 kHz,  Excl: 0.00664 +/- 0.0066 kHz
Line:    Hlt2RD_B0ToKpKmMuMuDecision                             Incl: 0.03323 +/- 0.0148 kHz,  Excl: 0.01329 +/- 0.0094 kHz
Line:    Hlt2RD_B0ToKpKmMuMu_SameSignDecision                    Incl: 0.0 +/- 0.0 kHz, Excl: 0.0 +/- 0.0 kHz
Line:    Hlt2RD_B0ToKpPimEEDecision                              Incl: 0.03323 +/- 0.0148 kHz,  Excl: 0.0 +/- 0.0 kHz
Line:    Hlt2RD_B0ToKpPimEE_MVADecision                          Incl: 0.03323 +/- 0.0148 kHz,  Excl: 0.01329 +/- 0.0094 kHz
Line:    Hlt2RD_B0ToKpPimEE_MVA_calDecision                      Incl: 0.03323 +/- 0.0148 kHz,  Excl: 0.01994 +/- 0.0115 kHz
Line:    Hlt2RD_B0ToKpPimEE_MVA_misidDecision                    Incl: 0.01329 +/- 0.0094 kHz,  Excl: 0.01329 +/- 0.0094 kHz
Line:    Hlt2RD_B0ToKpPimEE_SameSignDecision                     Incl: 0.01994 +/- 0.0115 kHz,  Excl: 0.0 +/- 0.0 kHz
Line:    Hlt2RD_B0ToKpPimEE_SameSign_MVADecision                 Incl: 0.03323 +/- 0.0148 kHz,  Excl: 0.01329 +/- 0.0094 kHz
Line:    Hlt2RD_B0ToKpPimMuMuDecision                            Incl: 0.05318 +/- 0.0188 kHz,  Excl: 0.0 +/- 0.0 kHz
Line:    Hlt2RD_B0ToKpPimMuMu_MVADecision                        Incl: 0.05982 +/- 0.0199 kHz,  Excl: 0.01329 +/- 0.0094 kHz
Line:    Hlt2RD_B0ToKpPimMuMu_SameSignDecision                   Incl: 0.0 +/- 0.0 kHz, Excl: 0.0 +/- 0.0 kHz
Line:    Hlt2RD_B0ToKpPimMuMu_SameSign_MVADecision               Incl: 0.05318 +/- 0.0188 kHz,  Excl: 0.01994 +/- 0.0115 kHz
Line:    Hlt2RD_B0ToKstJpsiMuMuSS_looseB0forK1Decision           Incl: 0.0 +/- 0.0 kHz, Excl: 0.0 +/- 0.0 kHz
Line:    Hlt2RD_B0ToKstJpsiMuMu_looseB0forK1Decision             Incl: 0.01329 +/- 0.0094 kHz,  Excl: 0.01329 +/- 0.0094 kHz
Line:    Hlt2RD_B0ToPipPimEEDecision                             Incl: 0.01329 +/- 0.0094 kHz,  Excl: 0.0 +/- 0.0 kHz
Line:    Hlt2RD_B0ToPipPimEE_SameSignDecision                    Incl: 0.00664 +/- 0.0066 kHz,  Excl: 0.0 +/- 0.0 kHz
Line:    Hlt2RD_B0ToPipPimMuMuDecision                           Incl: 0.05318 +/- 0.0188 kHz,  Excl: 0.00664 +/- 0.0066 kHz
Line:    Hlt2RD_B0ToPipPimMuMu_SameSignDecision                  Incl: 0.0 +/- 0.0 kHz, Excl: 0.0 +/- 0.0 kHz
Line:    Hlt2RD_BToPpPmEEDecision                                Incl: 0.11965 +/- 0.0282 kHz,  Excl: 0.05982 +/- 0.0199 kHz
Line:    Hlt2RD_BToPpPmEESSDecision                              Incl: 0.09306 +/- 0.0248 kHz,  Excl: 0.05982 +/- 0.0199 kHz
Line:    Hlt2RD_BToPpPmMuMuDecision                              Incl: 0.01994 +/- 0.0115 kHz,  Excl: 0.00664 +/- 0.0066 kHz
Line:    Hlt2RD_BToPpPmMuMuSSDecision                            Incl: 0.0 +/- 0.0 kHz, Excl: 0.0 +/- 0.0 kHz
Line:    Hlt2RD_BcToHpHpHmMuMu_InclusiveDecision                 Incl: 0.13295 +/- 0.0297 kHz,  Excl: 0.05318 +/- 0.0188 kHz
Line:    Hlt2RD_BcToHpHpHmMuMu_Inclusive_SameSignDecision        Incl: 0.08641 +/- 0.0239 kHz,  Excl: 0.07977 +/- 0.0230 kHz
Line:    Hlt2RD_BdToKstJpsi_KstToKpPim_JpsiToEEDecision          Incl: 0.07977 +/- 0.0230 kHz,  Excl: 0.03323 +/- 0.0148 kHz
Line:    Hlt2RD_BdToKstJpsi_KstToKpPim_JpsiToMuMuDecision        Incl: 0.01329 +/- 0.0094 kHz,  Excl: 0.0 +/- 0.0 kHz
Line:    Hlt2RD_BsToPhiEE_MVADecision                            Incl: 0.02659 +/- 0.0132 kHz,  Excl: 0.01329 +/- 0.0094 kHz
Line:    Hlt2RD_BsToPhiEE_MVA_misidDecision                      Incl: 0.00664 +/- 0.0066 kHz,  Excl: 0.00664 +/- 0.0066 kHz
Line:    Hlt2RD_BsToPhiEE_SameSign_MVADecision                   Incl: 0.01994 +/- 0.0115 kHz,  Excl: 0.00664 +/- 0.0066 kHz
Line:    Hlt2RD_BsToPhiJpsi_PhiToKK_JpsiToEEDecision             Incl: 0.02659 +/- 0.0132 kHz,  Excl: 0.0 +/- 0.0 kHz
Line:    Hlt2RD_BsToPhiJpsi_PhiToKK_JpsiToMuMuDecision           Incl: 0.0 +/- 0.0 kHz, Excl: 0.0 +/- 0.0 kHz
Line:    Hlt2RD_BsToPhiMuMu_MVADecision                          Incl: 0.01329 +/- 0.0094 kHz,  Excl: 0.00664 +/- 0.0066 kHz
Line:    Hlt2RD_BsToPhiMuMu_SameSign_MVADecision                 Incl: 0.01994 +/- 0.0115 kHz,  Excl: 0.01329 +/- 0.0094 kHz
Line:    Hlt2RD_BuToHpMuMu_InclDecision                          Incl: 0.32573 +/- 0.0465 kHz,  Excl: 0.18613 +/- 0.0351 kHz
Line:    Hlt2RD_BuToHpMuMu_Incl_SameSignDecision                 Incl: 0.19278 +/- 0.0357 kHz,  Excl: 0.16619 +/- 0.0332 kHz
Line:    Hlt2RD_BuToKpEEDecision                                 Incl: 0.01329 +/- 0.0094 kHz,  Excl: 0.0 +/- 0.0 kHz
Line:    Hlt2RD_BuToKpEE_MVADecision                             Incl: 0.01994 +/- 0.0115 kHz,  Excl: 0.0 +/- 0.0 kHz
Line:    Hlt2RD_BuToKpEE_MVA_calDecision                         Incl: 0.04653 +/- 0.0175 kHz,  Excl: 0.02659 +/- 0.0132 kHz
Line:    Hlt2RD_BuToKpEE_MVA_misidDecision                       Incl: 0.01329 +/- 0.0094 kHz,  Excl: 0.01329 +/- 0.0094 kHz
Line:    Hlt2RD_BuToKpEE_SameSignDecision                        Incl: 0.01329 +/- 0.0094 kHz,  Excl: 0.0 +/- 0.0 kHz
Line:    Hlt2RD_BuToKpEE_SameSign_MVADecision                    Incl: 0.01994 +/- 0.0115 kHz,  Excl: 0.00664 +/- 0.0066 kHz
Line:    Hlt2RD_BuToKpJpsi_JpsiToEEDecision                      Incl: 0.03988 +/- 0.0162 kHz,  Excl: 0.0 +/- 0.0 kHz
Line:    Hlt2RD_BuToKpJpsi_JpsiToMuMuDecision                    Incl: 0.03988 +/- 0.0162 kHz,  Excl: 0.0 +/- 0.0 kHz
Line:    Hlt2RD_BuToKpKpKmEEDecision                             Incl: 0.06647 +/- 0.0210 kHz,  Excl: 0.01329 +/- 0.0094 kHz
Line:    Hlt2RD_BuToKpKpKmEE_SameSignDecision                    Incl: 0.05318 +/- 0.0188 kHz,  Excl: 0.01994 +/- 0.0115 kHz
Line:    Hlt2RD_BuToKpKpKmMuMuDecision                           Incl: 0.01994 +/- 0.0115 kHz,  Excl: 0.0 +/- 0.0 kHz
Line:    Hlt2RD_BuToKpKpKmMuMu_SameSignDecision                  Incl: 0.00664 +/- 0.0066 kHz,  Excl: 0.00664 +/- 0.0066 kHz
Line:    Hlt2RD_BuToKpMuMu_MVADecision                           Incl: 0.06647 +/- 0.0210 kHz,  Excl: 0.01329 +/- 0.0094 kHz
Line:    Hlt2RD_BuToKpMuMu_SameSign_MVADecision                  Incl: 0.03988 +/- 0.0162 kHz,  Excl: 0.01329 +/- 0.0094 kHz
Line:    Hlt2RD_BuToKpPipPimEEDecision                           Incl: 0.06647 +/- 0.0210 kHz,  Excl: 0.01994 +/- 0.0115 kHz
Line:    Hlt2RD_BuToKpPipPimEE_SameSignDecision                  Incl: 0.05318 +/- 0.0188 kHz,  Excl: 0.01329 +/- 0.0094 kHz
Line:    Hlt2RD_BuToKpPipPimMuMuDecision                         Incl: 0.05318 +/- 0.0188 kHz,  Excl: 0.01329 +/- 0.0094 kHz
Line:    Hlt2RD_BuToKpPipPimMuMu_SameSignDecision                Incl: 0.00664 +/- 0.0066 kHz,  Excl: 0.0 +/- 0.0 kHz
Line:    Hlt2RD_BuToKpResolvedPi0EEDecision                      Incl: 0.17283 +/- 0.0338 kHz,  Excl: 0.06647 +/- 0.0210 kHz
Line:    Hlt2RD_BuToKpResolvedPi0EE_SameSignDecision             Incl: 0.07977 +/- 0.0230 kHz,  Excl: 0.02659 +/- 0.0132 kHz
Line:    Hlt2RD_BuToKpResolvedPi0MuMuDecision                    Incl: 0.08641 +/- 0.0239 kHz,  Excl: 0.02659 +/- 0.0132 kHz
Line:    Hlt2RD_BuToKpResolvedPi0MuMu_SameSignDecision           Incl: 0.01329 +/- 0.0094 kHz,  Excl: 0.01329 +/- 0.0094 kHz
Line:    Hlt2RD_BuToL0PmEESS_LLDecision                          Incl: 0.10636 +/- 0.0265 kHz,  Excl: 0.06647 +/- 0.0210 kHz
Line:    Hlt2RD_BuToL0PmEE_LLDecision                            Incl: 0.10636 +/- 0.0265 kHz,  Excl: 0.05318 +/- 0.0188 kHz
Line:    Hlt2RD_BuToL0PmMuMuSS_LLDecision                        Incl: 0.0 +/- 0.0 kHz, Excl: 0.0 +/- 0.0 kHz
Line:    Hlt2RD_BuToL0PmMuMu_LLDecision                          Incl: 0.00664 +/- 0.0066 kHz,  Excl: 0.0 +/- 0.0 kHz
Line:    Hlt2RD_BuToPipEEDecision                                Incl: 0.03988 +/- 0.0162 kHz,  Excl: 0.0 +/- 0.0 kHz
Line:    Hlt2RD_BuToPipEE_SameSignDecision                       Incl: 0.01994 +/- 0.0115 kHz,  Excl: 0.0 +/- 0.0 kHz
Line:    Hlt2RD_BuToPipJpsi_JpsiToEEDecision                     Incl: 0.09306 +/- 0.0248 kHz,  Excl: 0.02659 +/- 0.0132 kHz
Line:    Hlt2RD_BuToPipJpsi_JpsiToMuMuDecision                   Incl: 0.02659 +/- 0.0132 kHz,  Excl: 0.00664 +/- 0.0066 kHz
Line:    Hlt2RD_LambdabToPKEEDecision                            Incl: 0.02659 +/- 0.0132 kHz,  Excl: 0.0 +/- 0.0 kHz
Line:    Hlt2RD_LambdabToPKEE_SSDecision                         Incl: 0.05982 +/- 0.0199 kHz,  Excl: 0.02659 +/- 0.0132 kHz
Line:    Hlt2RD_LambdabToPKMuMuDecision                          Incl: 0.00664 +/- 0.0066 kHz,  Excl: 0.0 +/- 0.0 kHz
Line:    Hlt2RD_LambdabToPKMuMu_SSDecision                       Incl: 0.00664 +/- 0.0066 kHz,  Excl: 0.0 +/- 0.0 kHz
Line:    Hlt2RD_LbToPKJpsi_JpsiToEEDecision                      Incl: 0.05982 +/- 0.0199 kHz,  Excl: 0.01994 +/- 0.0115 kHz
Line:    Hlt2RD_LbToPKJpsi_JpsiToMuMuDecision                    Incl: 0.00664 +/- 0.0066 kHz,  Excl: 0.0 +/- 0.0 kHz
Line:    Hlt2RD_LbTopKEE_MVADecision                             Incl: 0.03323 +/- 0.0148 kHz,  Excl: 0.00664 +/- 0.0066 kHz
Line:    Hlt2RD_LbTopKEE_MVA_misidDecision                       Incl: 0.02659 +/- 0.0132 kHz,  Excl: 0.01329 +/- 0.0094 kHz
Line:    Hlt2RD_LbTopKEE_SameSign_MVADecision                    Incl: 0.02659 +/- 0.0132 kHz,  Excl: 0.0 +/- 0.0 kHz
Line:    Hlt2RD_LbTopKMuMu_MVADecision                           Incl: 0.0 +/- 0.0 kHz, Excl: 0.0 +/- 0.0 kHz
Line:    Hlt2RD_LbTopKMuMu_SameSign_MVADecision                  Incl: 0.01329 +/- 0.0094 kHz,  Excl: 0.01329 +/- 0.0094 kHz
--------------------------------------------------------------------------------------------------------------
Hlt2 Total:                                                  Rate:       2 +/- 0.1 kHz
--------------------------------------------------------------------------------------------------------------
Finished printing HLT rates!
Edited by Angel Campoverde

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