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HiggsToBBNtupleProducerTool - ROOT ntuple producer for developing machine learning algorithms from CMS Run2 MiniAOD

Duarte, Javier ; Qu, Huilin ; Kieseler, Jan ; Verzetti, Mauro ; Gouskos, Loukas ; Stoye, Markus ; Vernieri, Caterina

Cite as: Duarte, Javier; Qu, Huilin; Kieseler, Jan; Verzetti, Mauro; Gouskos, Loukas; Stoye, Markus; Vernieri, Caterina; (2019). HiggsToBBNtupleProducerTool - ROOT ntuple producer for developing machine learning algorithms from CMS Run2 MiniAOD. CERN Open Data Portal. DOI:10.7483/OPENDATA.CMS.MWG0.J8V6

Software Tool Datascience CMS CERN-LHC


Description

ROOT ntuple producer for developing machine learning algorithms to differentiate jets originating from a Higgs boson decaying to a bottom quark-antiquark pair (Hbb) from quark or gluon jets originating from quantum chromodynamic (QCD) multijet production.

Use with

Use this with Run2 QCD MiniAODSIM datasets

/BulkGravTohhTohbbhbb_narrow_M-600_13TeV-madgraph/RunIISummer16MiniAODv2-PUMoriond17_80X_mcRun2_asymptotic_2016_TrancheIV_v6_ext1-v1/MINIAODSIM

/BulkGravTohhTohbbhbb_narrow_M-1200_13TeV-madgraph/RunIISummer16MiniAODv2-PUMoriond17_80X_mcRun2_asymptotic_2016_TrancheIV_v6-v1/MINIAODSIM

/BulkGravTohhTohbbhbb_narrow_M-1400_13TeV-madgraph/RunIISummer16MiniAODv2-PUMoriond17_80X_mcRun2_asymptotic_2016_TrancheIV_v6-v1/MINIAODSIM

/BulkGravTohhTohbbhbb_narrow_M-1600_13TeV-madgraph/RunIISummer16MiniAODv2-PUMoriond17_80X_mcRun2_asymptotic_2016_TrancheIV_v6-v1/MINIAODSIM

/BulkGravTohhTohbbhbb_narrow_M-1800_13TeV-madgraph/RunIISummer16MiniAODv2-PUMoriond17_80X_mcRun2_asymptotic_2016_TrancheIV_v6-v1/MINIAODSIM

/BulkGravTohhTohbbhbb_narrow_M-2000_13TeV-madgraph/RunIISummer16MiniAODv2-PUMoriond17_80X_mcRun2_asymptotic_2016_TrancheIV_v6-v1/MINIAODSIM

/BulkGravTohhTohbbhbb_narrow_M-2000_13TeV-madgraph/RunIISummer16MiniAODv2-PUMoriond17_80X_mcRun2_asymptotic_2016_TrancheIV_v6_ext1-v1/MINIAODSIM

/BulkGravTohhTohbbhbb_narrow_M-2500_13TeV-madgraph/RunIISummer16MiniAODv2-PUMoriond17_80X_mcRun2_asymptotic_2016_TrancheIV_v6-v1/MINIAODSIM

/BulkGravTohhTohbbhbb_narrow_M-3000_13TeV-madgraph/RunIISummer16MiniAODv2-PUMoriond17_80X_mcRun2_asymptotic_2016_TrancheIV_v6_ext1-v1/MINIAODSIM

/BulkGravTohhTohbbhbb_narrow_M-4000_13TeV-madgraph/RunIISummer16MiniAODv2-PUMoriond17_80X_mcRun2_asymptotic_2016_TrancheIV_v6-v1/MINIAODSIM

/BulkGravTohhTohbbhbb_narrow_M-4500_13TeV-madgraph/RunIISummer16MiniAODv2-PUMoriond17_80X_mcRun2_asymptotic_2016_TrancheIV_v6-v1/MINIAODSIM

/QCD_Pt_300to470_TuneCUETP8M1_13TeV_pythia8/RunIISummer16MiniAODv2-PUMoriond17_80X_mcRun2_asymptotic_2016_TrancheIV_v6-v1/MINIAODSIM

/QCD_Pt_470to600_TuneCUETP8M1_13TeV_pythia8/RunIISummer16MiniAODv2-PUMoriond17_80X_mcRun2_asymptotic_2016_TrancheIV_v6-v1/MINIAODSIM

/QCD_Pt_600to800_TuneCUETP8M1_13TeV_pythia8/RunIISummer16MiniAODv2-PUMoriond17_80X_mcRun2_asymptotic_2016_TrancheIV_v6-v1/MINIAODSIM

/QCD_Pt_800to1000_TuneCUETP8M1_13TeV_pythia8/RunIISummer16MiniAODv2-PUMoriond17_80X_mcRun2_asymptotic_2016_TrancheIV_v6-v1/MINIAODSIM

/QCD_Pt_1000to1400_TuneCUETP8M1_13TeV_pythia8/RunIISummer16MiniAODv2-PUMoriond17_80X_mcRun2_asymptotic_2016_TrancheIV_v6-v1/MINIAODSIM

/QCD_Pt_1400to1800_TuneCUETP8M1_13TeV_pythia8/RunIISummer16MiniAODv2-PUMoriond17_80X_mcRun2_asymptotic_2016_TrancheIV_v6-v1/MINIAODSIM

/QCD_Pt_1800to2400_TuneCUETP8M1_13TeV_pythia8/RunIISummer16MiniAODv2-PUMoriond17_80X_mcRun2_asymptotic_2016_TrancheIV_v6-v1/MINIAODSIM

/QCD_Pt_2400to3200_TuneCUETP8M1_13TeV_pythia8/RunIISummer16MiniAODv2-PUMoriond17_80X_mcRun2_asymptotic_2016_TrancheIV_v6-v1/MINIAODSIM

/QCD_Pt_3200toInf_TuneCUETP8M1_13TeV_pythia8/RunIISummer16MiniAODv2-PUMoriond17_80X_mcRun2_asymptotic_2016_TrancheIV_v6-v3/MINIAODSIM

Related items

The ouput dataset of this software tool is available in

Sample with jet, track and secondary vertex properties for Hbb tagging ML studies HiggsToBBNTuple_HiggsToBB_QCD_RunII_13TeV_MC

Characteristics

1 files. 87.6 KiB in total.

System details

Use this code with the CMS Open Data VM environment
CMSSW_8_0_28

CMS VM Image, for 2011, 2012 and 2015 CMS open data

How can you use this?

If you do not have the CERN Virtual Machine for CMS open data installed, follow the instructions in step 1 at How to install a CERN Virtual Machine.

To run this tool, follow the instructions in HiggsToBBNtupleProducerTool documentation on GitHub.

Source code repository

https://github.com/cms-opendata-analyses/HiggsToBBNtupleProducerTool

      

Files and indexes

Disclaimer

These open data are released under the GNU General Public License v3.0.

Logo GPL-3.0-only

Neither the experiment(s) ( CMS ) nor CERN endorse any works, scientific or otherwise, produced using these data.

This release has a unique DOI that you are requested to cite in any applications or publications.

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