Opened 9 years ago
Last modified 9 years ago
#792 new Bug
A bug on b-tagging in CMS Delphes card
Reported by: | Sung Hak Lim | Owned by: | |
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Priority: | critical | Milestone: | |
Component: | Delphes code | Version: | Delphes 3 |
Keywords: | Cc: |
Description
Dear Delphes team,
I recently found a bug on b-tagging in CMS Delphes card.
In a recent version of Delphes.3.3.0, b-tagging parameterisations to recent ATLAS and CMS publications is updated.
At b-tagging module on delphes_card_CMS.tcl says:
=============================
###########
# b-tagging
###########
module BTagging BTagging {
set JetInputArray JetEnergyScale/jets
set BitNumber 0
# add EfficiencyFormula {abs(PDG code)} {efficiency formula as a function of eta and pt}
# PDG code = the highest PDG code of a quark or gluon inside DeltaR cone around jet axis
# gluon's PDG code has the lowest priority
# based on arXiv:1211.4462
# default efficiency formula (misidentification rate)
add EfficiencyFormula {0} {0.01+0.00038*pt}
# efficiency formula for c-jets (misidentification rate)
add EfficiencyFormula {4} {0.25*tanh(0.018*pt)*(1/(1+ 0.0013*pt))}
# efficiency formula for b-jets
add EfficiencyFormula {5} {0.85*tanh(0.0025*pt)*(25.0/(1+0.063*pt))}
}
=============================
I compared these efficiency formula with results of CSVM tagger on arXiv:1211.4462.
b-tagging efficiency and c-jet misidentification rate fit the result well. However, light jet misidentification rate is overestimated and it even reaches ~30% at jet PT ~ 500 GeV
If I use a formula 0.01+0.000038*pt , it seems the equation fits the result well.
Is this a bug?
Best wishes,
Sung Hak Lim
Attachments (2)
Change History (5)
by , 9 years ago
Attachment: | CMS_CSVM_tagger_Delphes.png added |
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by , 9 years ago
Attachment: | CMS_CSVM_tagger_Delphes_modified.png added |
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Modified CMS b-jet tagging efficiency on Delphes card overlaied with CSVM tagger result on arXiv:1211.4462
follow-up: 2 comment:1 by , 9 years ago
Dear Sung,
it seems you are correct, thanks a lot for spotting this.
It has now been corrected in the repository version.
We'll make a new release very soon.
Thanks,
Michele
comment:2 by , 9 years ago
Dear Michele,
Thanks for fast reply. I saw the repository is updated.
Okay, then I'll use the repository version until new release appears.
I'm looking forward to see a next release!
Best wishes,
Sung
Replying to mselvaggi:
Dear Sung,
it seems you are correct, thanks a lot for spotting this.
It has now been corrected in the repository version.
We'll make a new release very soon.
Thanks,
Michele
CMS b-jet tagging efficiency on Delphes card overlaied with CSVM tagger result on arXiv:1211.4462