Adding HZZ electron MVA ID #38355

asculac · 2022-06-13T09:54:27Z

PR description:

adding HZZ training for electron ID, which is an EGgamma-approved ID (latest talk at egamma POG here ) used for H->4l, which cannot otherwise be recomputed on top of nanoAODs.
It is based on the same electronMVAValueMapProducer used for existing mvaIds, but with an updated and separate training for 2016UL, 2017UL and 2018UL.
A single variable mvaHZZIso is added to electrons. The appropriate training to be used is selected automatically. The idea is that the variable name will stay the same in the future, selecting a new training when appropriate.
No need to store working points as bools since these can be easily derived from the MVA value.
In addition to this PR: renaming mva Egamma IDs to be more generic

PR validation:

Tested in CMSSW_12_4_0_pre1; verified that the new variable is added correctly.
Adds 1 float per electron.

*this PR is a repeated clean version of previous PR (#37429)

Adding mvaHZZ variable with HZZ electron ID training. Introducing generic names for egamma IDs mvaFall17V2Iso --> mvaIso mvaFall17V2noIso --> mvanoIso

cmsbuild · 2022-06-13T10:03:00Z

+code-checks

Logs: https://cmssdt.cern.ch/SDT/code-checks/cms-sw-PR-38355/30541

This PR adds an extra 32KB to repository
There are other open Pull requests which might conflict with changes you have proposed:
- File PhysicsTools/PatAlgos/python/slimming/miniAOD_tools.py modified in PR(s): Adding DeepMET SONIC Producer to CMSSW #37963

cmsbuild · 2022-06-13T10:03:24Z

A new Pull Request was created by @asculac (Ana Sculac) for master.

It involves the following packages:

PhysicsTools/NanoAOD (xpog)
PhysicsTools/PatAlgos (reconstruction)

@gouskos, @clacaputo, @cmsbuild, @fgolf, @slava77, @jpata, @mariadalfonso can you please review it and eventually sign? Thanks.
@AlexDeMoor, @rappoccio, @gouskos, @jdolen, @swertz, @JyothsnaKomaragiri, @ahinzmann, @schoef, @emilbols, @jdamgov, @mbluj, @nhanvtran, @gkasieczka, @hatakeyamak, @gpetruc, @azotz, @mariadalfonso, @demuller, @andrzejnovak, @seemasharmafnal, @mmarionncern this is something you requested to watch as well.
@perrotta, @dpiparo, @qliphy you are the release manager for this.

cms-bot commands are listed here

mariadalfonso · 2022-06-13T11:45:10Z

please test

cmsbuild · 2022-06-13T18:37:29Z

+1

Summary: https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-0e8389/25484/summary.html
COMMIT: e0f0c1c
CMSSW: CMSSW_12_5_X_2022-06-13-1100/el8_amd64_gcc10
User test area: For local testing, you can use /cvmfs/cms-ci.cern.ch/week1/cms-sw/cmssw/38355/25484/install.sh to create a dev area with all the needed externals and cmssw changes.

Comparison Summary

Summary:

No significant changes to the logs found
Reco comparison results: 85 differences found in the comparisons
DQMHistoTests: Total files compared: 50
DQMHistoTests: Total histograms compared: 3659074
DQMHistoTests: Total failures: 48
DQMHistoTests: Total nulls: 0
DQMHistoTests: Total successes: 3659004
DQMHistoTests: Total skipped: 22
DQMHistoTests: Total Missing objects: 0
DQMHistoSizes: Histogram memory added: 0.0 KiB( 49 files compared)
Checked 208 log files, 45 edm output root files, 50 DQM output files
TriggerResults: no differences found

mariadalfonso · 2022-06-17T07:25:28Z

@asculac
can you prepare in the mean time the backport to the 10_4_X ?

perrotta · 2022-06-17T07:42:55Z

PhysicsTools/NanoAOD/python/electrons_cff.py

@@ -305,6 +309,15 @@ def _get_bitmapVIDForEle_docstring(modules,WorkingPoints):
                      VIDNestedWPBitmapSpring15 = cms.InputTag("bitmapVIDForEleSpring15"),
                      VIDNestedWPBitmapSum16 = cms.InputTag("bitmapVIDForEleSum16"),
                      )
+(~run2_nanoAOD_preUL & run2_egamma_2016).toModify(slimmedElectronsWithUserData.userFloats,
+    mvaHZZIso = cms.InputTag("electronMVAValueMapProducer:ElectronMVAEstimatorRun2Summer16ULIdIsoValues"), 


Suggested change

mvaHZZIso = cms.InputTag("electronMVAValueMapProducer:ElectronMVAEstimatorRun2Summer16ULIdIsoValues"),

mvaHZZIso = "electronMVAValueMapProducer:ElectronMVAEstimatorRun2Summer16ULIdIsoValues",

perrotta · 2022-06-17T07:43:13Z

PhysicsTools/NanoAOD/python/electrons_cff.py

+    mvaHZZIso = cms.InputTag("electronMVAValueMapProducer:ElectronMVAEstimatorRun2Summer16ULIdIsoValues"), 
+)
+(~run2_nanoAOD_preUL & run2_egamma_2017).toModify(slimmedElectronsWithUserData.userFloats,
+    mvaHZZIso = cms.InputTag("electronMVAValueMapProducer:ElectronMVAEstimatorRun2Summer17ULIdIsoValues") ,


Suggested change

mvaHZZIso = cms.InputTag("electronMVAValueMapProducer:ElectronMVAEstimatorRun2Summer17ULIdIsoValues") ,

mvaHZZIso = "electronMVAValueMapProducer:ElectronMVAEstimatorRun2Summer17ULIdIsoValues" ,

perrotta · 2022-06-17T07:43:31Z

PhysicsTools/NanoAOD/python/electrons_cff.py

+    mvaHZZIso = cms.InputTag("electronMVAValueMapProducer:ElectronMVAEstimatorRun2Summer17ULIdIsoValues") ,
+)
+(~run2_nanoAOD_preUL & run2_egamma_2018).toModify(slimmedElectronsWithUserData.userFloats,
+    mvaHZZIso = cms.InputTag("electronMVAValueMapProducer:ElectronMVAEstimatorRun2Summer18ULIdIsoValues"), 


Suggested change

mvaHZZIso = cms.InputTag("electronMVAValueMapProducer:ElectronMVAEstimatorRun2Summer18ULIdIsoValues"),

mvaHZZIso = "electronMVAValueMapProducer:ElectronMVAEstimatorRun2Summer18ULIdIsoValues",

mariadalfonso · 2022-06-17T10:44:38Z

Similarly to what @perrotta pointed out, there are more places where the same cleanup is useful

cmssw/PhysicsTools/NanoAOD/python/electrons_cff.py

Line 38 in e0f0c1c

    
           modifier.toModify(slimmedElectronsUpdated, src = cms.InputTag("slimmedElectronsTo106X"))

cmssw/PhysicsTools/NanoAOD/python/electrons_cff.py

Lines 164 to 191 in e0f0c1c

    
           (run2_egamma_2016 & tracker_apv_vfp30_2016).toModify(calibratedPatElectronsNano, 
        
               correctionFile = cms.string("EgammaAnalysis/ElectronTools/data/ScalesSmearings/Run2016_UltraLegacy_preVFP_RunFineEtaR9Gain") 
        
           )  
        
           (run2_egamma_2016 & ~tracker_apv_vfp30_2016).toModify(calibratedPatElectronsNano, 
        
               correctionFile = cms.string("EgammaAnalysis/ElectronTools/data/ScalesSmearings/Run2016_UltraLegacy_postVFP_RunFineEtaR9Gain") 
        
           ) 
        
           run2_egamma_2017.toModify(calibratedPatElectronsNano, 
        
               correctionFile = cms.string("EgammaAnalysis/ElectronTools/data/ScalesSmearings/Run2017_24Feb2020_runEtaR9Gain_v2") 
        
           ) 
        
           run2_egamma_2018.toModify(calibratedPatElectronsNano, 
        
               correctionFile = cms.string("EgammaAnalysis/ElectronTools/data/ScalesSmearings/Run2018_29Sep2020_RunFineEtaR9Gain") 
        
           ) 
        
           run2_miniAOD_80XLegacy.toModify(calibratedPatElectronsNano, 
        
                                           correctionFile = cms.string("EgammaAnalysis/ElectronTools/data/ScalesSmearings/Legacy2016_07Aug2017_FineEtaR9_v3_ele_unc") 
        
                                       ) 
        
           for modifier in run2_nanoAOD_94XMiniAODv1,run2_nanoAOD_94XMiniAODv2: 
        
               modifier.toModify(calibratedPatElectronsNano,  
        
                   correctionFile = cms.string("EgammaAnalysis/ElectronTools/data/ScalesSmearings/Run2017_17Nov2017_v1_ele_unc") 
        
               ) 
        
           run2_nanoAOD_102Xv1.toModify(calibratedPatElectronsNano, 
        
               correctionFile = cms.string("EgammaAnalysis/ElectronTools/data/ScalesSmearings/Run2018_Step2Closure_CoarseEtaR9Gain_v2") 
        
           )

cmssw/PhysicsTools/NanoAOD/python/electrons_cff.py

Lines 269 to 310 in e0f0c1c

    
           run2_nanoAOD_94X2016.toModify(slimmedElectronsWithUserData.userIntFromBools, 
        
               # MVAs and HEEP are already pre-computed. Cut-based too (except V2), but we re-add it for consistency with the nested bitmap 
        
               cutbasedID_Sum16_veto = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Summer16-80X-V1-veto"), 
        
               cutbasedID_Sum16_loose = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Summer16-80X-V1-loose"), 
        
               cutbasedID_Sum16_medium = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Summer16-80X-V1-medium"), 
        
               cutbasedID_Sum16_tight = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Summer16-80X-V1-tight"), 
        
               cutbasedID_HLT = cms.InputTag("egmGsfElectronIDs:cutBasedElectronHLTPreselection-Summer16-V1"), 
        
               cutbasedID_Spring15_veto = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Spring15-25ns-V1-standalone-veto"), 
        
               cutbasedID_Spring15_loose = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Spring15-25ns-V1-standalone-loose"), 
        
               cutbasedID_Spring15_medium = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Spring15-25ns-V1-standalone-medium"), 
        
               cutbasedID_Spring15_tight = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Spring15-25ns-V1-standalone-tight"),  
        
               cutbasedID_Fall17_V2_veto = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Fall17-94X-V2-veto"), 
        
               cutbasedID_Fall17_V2_loose = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Fall17-94X-V2-loose"), 
        
               cutbasedID_Fall17_V2_medium = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Fall17-94X-V2-medium"), 
        
               cutbasedID_Fall17_V2_tight = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Fall17-94X-V2-tight"), 
        
           ) 
        
           run2_miniAOD_80XLegacy.toModify(slimmedElectronsWithUserData.userFloats, 
        
               mvaSpring16GP = cms.InputTag("electronMVAValueMapProducer:ElectronMVAEstimatorRun2Spring16GeneralPurposeV1Values"), 
        
               mvaSpring16HZZ = cms.InputTag("electronMVAValueMapProducer:ElectronMVAEstimatorRun2Spring16HZZV1Values"), 
        
           ) 
        
           run2_miniAOD_80XLegacy.toModify(slimmedElectronsWithUserData.userIntFromBools, 
        
               mvaSpring16GP_WP90 = cms.InputTag("egmGsfElectronIDs:mvaEleID-Spring16-GeneralPurpose-V1-wp90"), 
        
               mvaSpring16GP_WP80 = cms.InputTag("egmGsfElectronIDs:mvaEleID-Spring16-GeneralPurpose-V1-wp80"), 
        
               mvaSpring16HZZ_WPL = cms.InputTag("egmGsfElectronIDs:mvaEleID-Spring16-HZZ-V1-wpLoose"), 
        
               cutbasedID_Sum16_veto = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Summer16-80X-V1-veto"), 
        
               cutbasedID_Sum16_loose = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Summer16-80X-V1-loose"), 
        
               cutbasedID_Sum16_medium = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Summer16-80X-V1-medium"), 
        
               cutbasedID_Sum16_tight = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Summer16-80X-V1-tight"), 
        
               cutbasedID_HLT = cms.InputTag("egmGsfElectronIDs:cutBasedElectronHLTPreselection-Summer16-V1"), 
        
               cutbasedID_Spring15_veto = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Spring15-25ns-V1-standalone-veto"), 
        
               cutbasedID_Spring15_loose = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Spring15-25ns-V1-standalone-loose"), 
        
               cutbasedID_Spring15_medium = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Spring15-25ns-V1-standalone-medium"), 
        
               cutbasedID_Spring15_tight = cms.InputTag("egmGsfElectronIDs:cutBasedElectronID-Spring15-25ns-V1-standalone-tight"), 
        
           ) 
        
           for modifier in run2_miniAOD_80XLegacy, run2_nanoAOD_94X2016: 
        
               modifier.toModify(slimmedElectronsWithUserData.userInts, 
        
                                 VIDNestedWPBitmapSpring15 = cms.InputTag("bitmapVIDForEleSpring15"), 
        
                                 VIDNestedWPBitmapSum16 = cms.InputTag("bitmapVIDForEleSum16"),

mariadalfonso · 2022-06-20T22:09:42Z

@asculac
one more requests: the renaming of the FallV2 ID should be also done in the DQM
https://github.com/cms-sw/cmssw/blob/master/PhysicsTools/NanoAOD/python/nanoDQM_cfi.py#L86-L93

clacaputo · 2022-06-27T12:32:09Z

@cmsbuild please test

Just refreshing the test results

cmsbuild · 2022-06-27T19:43:42Z

+1

Summary: https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-0e8389/25831/summary.html
COMMIT: e0f0c1c
CMSSW: CMSSW_12_5_X_2022-06-26-2300/el8_amd64_gcc10
User test area: For local testing, you can use /cvmfs/cms-ci.cern.ch/week1/cms-sw/cmssw/38355/25831/install.sh to create a dev area with all the needed externals and cmssw changes.

Comparison Summary

Summary:

No significant changes to the logs found
Reco comparison results: 83 differences found in the comparisons
DQMHistoTests: Total files compared: 50
DQMHistoTests: Total histograms compared: 3659995
DQMHistoTests: Total failures: 42
DQMHistoTests: Total nulls: 0
DQMHistoTests: Total successes: 3659931
DQMHistoTests: Total skipped: 22
DQMHistoTests: Total Missing objects: 0
DQMHistoSizes: Histogram memory added: 0.0 KiB( 49 files compared)
Checked 208 log files, 45 edm output root files, 50 DQM output files
TriggerResults: no differences found

asculac · 2022-07-11T14:47:12Z

94X2016 is not running in the runTheMatrix, this is why you do not see here but here https://gitlab.cern.ch/cms-nanoAOD/nanoAOD-integration/-/issues/153

Anyhow you need to roll back the changes of the InputTag for the 94X2016 modifier as done previously for the 8X.

for the backport we need in 12_4[ sorry for the typo creating confusion here https://github.com//pull/38355#issuecomment-1158576889 ]

Thank you for clearing it up. If this passes tests I'll immediately do the backport for 12_4_X

cmsbuild · 2022-07-11T14:51:32Z

+code-checks

Logs: https://cmssdt.cern.ch/SDT/code-checks/cms-sw-PR-38355/30985

This PR adds an extra 48KB to repository
There are other open Pull requests which might conflict with changes you have proposed:
- File PhysicsTools/PatAlgos/python/slimming/miniAOD_tools.py modified in PR(s): Adding DeepMET SONIC Producer to CMSSW #37963

cmsbuild · 2022-07-11T14:51:57Z

Pull request #38355 was updated. @gouskos, @clacaputo, @cmsbuild, @fgolf, @jpata, @mariadalfonso can you please check and sign again.

clacaputo · 2022-07-11T15:20:11Z

@cmsbuild please test

cmsbuild · 2022-07-11T19:52:40Z

+1

Summary: https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-0e8389/26139/summary.html
COMMIT: 4999e15
CMSSW: CMSSW_12_5_X_2022-07-11-1100/el8_amd64_gcc10
User test area: For local testing, you can use /cvmfs/cms-ci.cern.ch/week1/cms-sw/cmssw/38355/26139/install.sh to create a dev area with all the needed externals and cmssw changes.

Comparison Summary

Summary:

No significant changes to the logs found
Reco comparison results: 87 differences found in the comparisons
DQMHistoTests: Total files compared: 50
DQMHistoTests: Total histograms compared: 3655930
DQMHistoTests: Total failures: 7
DQMHistoTests: Total nulls: 1
DQMHistoTests: Total successes: 3655900
DQMHistoTests: Total skipped: 22
DQMHistoTests: Total Missing objects: 0
DQMHistoSizes: Histogram memory added: -0.317 KiB( 49 files compared)
DQMHistoSizes: changed ( 1325.81 ): -0.188 KiB Physics/NanoAODDQM
DQMHistoSizes: changed ( 136.8523 ): -0.125 KiB Physics/NanoAODDQM
DQMHistoSizes: changed ( 312.0 ): -0.004 KiB MessageLogger/Warnings
Checked 208 log files, 45 edm output root files, 50 DQM output files
TriggerResults: no differences found

gouskos · 2022-07-17T17:30:29Z

+xpog
Modifications in line with PR description

clacaputo · 2022-07-18T14:41:44Z

+reconstruction

RECO differences are related to the new variable "mvaHZZIso", not present in the reference release. This new var shifts some electronTable columns, introducing some artefact differences. In the table below you can see that the values of the already present variables (although the change in name) are the same

This PR	Base ref
miniPFRelIso_chg	miniPFRelIso_chg
1.8108803033828735	1.8108803033828735
mvaHZZIso	mvaFall17V2Iso
-1.0	-0.999984622001648
mvaIso	mvaFall17V2Iso_WP80
-0.999984622001648	0.0
mvaIso_WP80	mvaFall17V2Iso_WP90
0.0	0.0
mvaIso_WP90	mvaFall17V2Iso_WPL
0.0	0.0
mvaIso_WPL	mvaFall17V2noIso
0.0	-0.9999901056289673
mvaNoIso	mvaFall17V2noIso_WP80
-0.9999901056289673	0.0
mvaNoIso_WP80	mvaFall17V2noIso_WP90
0.0	0.0
mvaNoIso_WP90	mvaFall17V2noIso_WPL
0.0	0.0

cmsbuild · 2022-07-18T14:42:09Z

This pull request is fully signed and it will be integrated in one of the next master IBs (tests are also fine). This pull request will now be reviewed by the release team before it's merged. @perrotta, @dpiparo, @qliphy, @rappoccio (and backports should be raised in the release meeting by the corresponding L2)

perrotta · 2022-07-18T16:22:55Z

+1

asculac added 3 commits June 13, 2022 10:03

Add HZZ electron ID + unique names for egamma IDs

67c1fad

Adding mvaHZZ variable with HZZ electron ID training. Introducing generic names for egamma IDs mvaFall17V2Iso --> mvaIso mvaFall17V2noIso --> mvanoIso

Defining preUL indicator

2297d40

Adding HZZ electron ID to miniAOD_tools.py

e0f0c1c

cmsbuild added this to the CMSSW_12_5_X milestone Jun 13, 2022

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perrotta reviewed Jun 17, 2022

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cmsbuild mentioned this pull request Jun 23, 2022

Adding DeepMET SONIC Producer to CMSSW #37963

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asculac mentioned this pull request Jul 12, 2022

[12_4_X] Adding HZZ electron MVA ID #38698

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new features for V10 nanoAOD cms-nanoAOD/cmssw#580

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Don't recluster jets in HI miniAOD for Run 3 #38711

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DeepTau v2p5 in nanoAOD #38726

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Updated way to store DeepTau WPs in nanoAOD #38776

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Adding HZZ electron MVA ID #38355

Adding HZZ electron MVA ID #38355

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	mvaHZZIso = cms.InputTag("electronMVAValueMapProducer:ElectronMVAEstimatorRun2Summer16ULIdIsoValues"),
	mvaHZZIso = "electronMVAValueMapProducer:ElectronMVAEstimatorRun2Summer16ULIdIsoValues",

Adding HZZ electron MVA ID #38355

Adding HZZ electron MVA ID #38355

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asculac commented Jun 13, 2022

PR description:

PR validation:

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Comparison Summary

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