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Update radiative inclusive lines

Alexia Martorell I Granollersrequested to merge
martorel_radincl into rd-rad-devel

Updated radiative inclusive lines

  • Add Downstream V0s
  • Retrain BDTs
  • Measure rates/ Find working point of the BDT

HLT2 Rates(Hz) (calculated over 150000 evts):

BToHHGamma_Incl_line              -> 593.3 (541.7 in branch ```rd-devel-march25```)
BToHHHGamma_Incl_line             -> 421.3 (223.5 in branch ```rd-devel-march25```)
BToHHGamma_GammaToEELL_Incl_line  -> 326.7 (464.3 in branch ```rd-devel-march25```)
BToHHHGamma_GammaToEELL_Incl_line -> 214.9 (214.9 in branch ```rd-devel-march25```)
BToHHGamma_GammaToEEDD_Incl_line  -> 326.7 (172.0 in branch ```rd-devel-march25```)
BToHHHGamma_GammaToEEDD_Incl_line -> 214.9 (412.7 in branch ```rd-devel-march25```)

BW -> 0.27 GB/s (0.34 GB/s in branchrd-devel-march25)

ROC BDT curves (efficiencies with respect to the preselection level):

image image image image image image

BDT Efficiencies:

BDT cut values:

BToHHGamma_Incl_line              ->  0.000
BToHHHGamma_Incl_line             -> -0.080
BToHHGamma_GammaToEELL_Incl_line  -> -0.006
BToHHHGamma_GammaToEELL_Incl_line -> -0.020
BToHHGamma_GammaToEEDD_Incl_line  ->  0.0180
BToHHHGamma_GammaToEEDD_Incl_line ->  0.000

Number of truth-matched triggered events for each decay tested with the new BDT cut values (over 100.000 events of signal MC)/ Number of truth-matched triggered events for each decay tested at preselection level (over 100.000 events of signal MC)

BToHHGamma_Incl_line BToHHGamma_GammaToEELL_Incl_line BToHHGamma_GammaToEEDD_Incl_line BToHHHGamma_Incl_line BToHHHGamma_GammaToEELL_Incl_line BToHHHGamma_GammaToEEDD_Incl_line
KstG 1250/1297 (96.4%) 118/139 (84.9%) 202/365 (55.3%)
PhiG 1770/1834 (96.5%) 195/219 (89.0%) 274/461 (59.4%)
RhoG 1215/1265 (96.0%) 118/145 (81.4%) 203/329 (61.7%)
L1520G 1365/1393 (98.0%) 118/126 (93.7%) 237/366 (64.8%)
KstIsoG 113/121 (93.4%) 4/12 (33.3%) 13/22 (59.1%)
LambdaPG 82/85 (96.5%) 7/18 (38.9%) 24/43 (55.8%)
K1G_KpiPi0G 465/507 (91.7%) 72/81 (88.9%) 133/216 (61.6%)
PhiPi0G 586/717 (81.7%) 152/175 (86.9%) 269/433 (62.1%)
K1G 223/230 (97.0%) 15/19 (78.9%) 40/67 (59.7%)
K1G_Cocktail 455/470 (96.8%) 35/36 (97.2%) 79/112 (70.5%)
PhiKG 290/301 (96.3%) 39/43 (90.7%) 63/98 (64.3%)
PhiKs0G 33/44 (75.0%) 4/6 (66.7%) 20/28 (71.4%)
PhiKstG 287/308 (93.2%) 43/62 (69.4%) 90/182 (49.5%)
PhiPhiG 448/474 (94.5%) 66/97 (68.0%) 143/272 (52.6%)

Total Efficiencies

Number of truth-matched triggered events divided by the total events of signal MC (100.000 evts) for each decay, calculated in rd-devel-march25 (after the latest updates) and master (before including v0s DD nor having retrained the BDT)

BToHHGamma_Incl_line (master) BToHHGamma_Incl_line (rd-devel-march25) BToHHGamma_GammaToEELL_Incl_line (master) BToHHGamma_GammaToEELL_Incl_line (rd-devel-march25) BToHHGamma_GammaToEEDD_Incl_line (master) BToHHGamma_GammaToEEDD_Incl_line (rd-devel-march25)
KstG 1.662% 1.250% 0.119% 0.118% 0.059% 0.202%
PhiG 2.451% 1.770% 0.189% 0.195% 0.076% 0.274%
RhoG 1.642% 1.215% 0.123% 0.118% 0.060% 0.203%
L1520G 1.785% 1.365% 0.115% 0.118% 0.057% 0.237%
KstIsoG 0.078% 0.113% 0.002% 0.004% 0.000% 0.013%
LambdaPG 0.048% 0.082% 0.003% 0.007% 0.003% 0.024%
K1G_KpiPi0G 0.583% 0.465% 0.068% 0.072% 0.038% 0.133%
PhiPi0G 0.359% 0.586% 0.048% 0.152% 0.235% 0.269%
BToHHHGamma_Incl_line (master) BToHHHGamma_Incl_line (rd-devel-march25) BToHHHGamma_GammaToEELL_Incl_line (master) BToHHHGamma_GammaToEELL_Incl_line (rd-devel-march25) BToHHHGamma_GammaToEEDD_Incl_line (master) BToHHHGamma_GammaToEEDD_Incl_line (rd-devel-march25)
K1G 0.172% 0.223% 0.009% 0.015% 0.060% 0.040%
K1G_Cocktail 0.367% 0.455% 0.026% 0.035% 0.100% 0.079%
PhiKG 0.236% 0.290% 0.039% 0.039% 0.093% 0.063%
PhiKs0G 0.009% 0.033% 0.001% 0.004% 0.011% 0.020%
PhiKstG 0.231% 0.287% 0.037% 0.043% 0.153% 0.090%
PhiPhiG 0.359% 0.448% 0.048% 0.066% 0.235% 0.142%

Rates tested for each version over 100.000 evts (no change in BW = 0.2368 MB):

Rate (Hz) master Rate (Hz) rd-devel-march25 Difference (Hz)
Hlt2RD_BToHHGamma_Incl_Full 535.922806 610.702732 +74.779926
Hlt2RD_BToHHHGamma_Incl_Full 261.729742 436.216237 +174.486495
Hlt2RD_BToHHGamma_GammaToEELL_Incl_Full 510.996163 361.436311 -149.559852
Hlt2RD_BToHHGamma_GammaToEEDD_Incl_Full 186.949816 324.046348 +137.096532
Hlt2RD_BToHHHGamma_GammaToEEDD_Incl_Full 386.362953 249.266421 -137.096532
Hlt2RD_BToHHHGamma_GammaToEELL_Incl_Full 211.876458 224.339779 +12.463321
Edited by Alexia Martorell I Granollers

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