python/Identification/mvaElectronID_RunIIIWinter22_noIso_V1_cff.py

0001 import FWCore.ParameterSet.Config as cms
0002 from RecoEgamma.ElectronIdentification.Identification.mvaElectronID_tools import *
0003 from os import path
0004
0005 #Egamma presentation on this ID for Run3:
0006 #https://indico.cern.ch/event/1220628/contributions/5134878/attachments/2546114/4384580/Run%203%20Electron%20MVA%20based%20ID%20training.pdf
0007
0008 mvaTag = "RunIIIWinter22NoIsoV1"
0009
0010 weightFileDir = "RecoEgamma/ElectronIdentification/data/MVAWeightFiles/Winter22NoIsoV1"
0011
0012 mvaWeightFiles = cms.vstring(
0013      path.join(weightFileDir, "EB1_5.weights.root"), # EB1_5
0014      path.join(weightFileDir, "EB2_5.weights.root"), # EB2_5
0015      path.join(weightFileDir, "EE_5.weights.root"), # EE_5
0016      path.join(weightFileDir, "EB1_10.weights.root"), # EB1_10
0017      path.join(weightFileDir, "EB2_10.weights.root"), # EB2_10
0018      path.join(weightFileDir, "EE_10.weights.root"), # EE_10
0019      )
0020
0021 mvaEleID_RunIIIWinter22_noIso_V1_wp80_container = EleMVA_WP(
0022     idName = "mvaEleID-RunIIIWinter22-noIso-V1-wp80", mvaTag = mvaTag,
0023     cutCategory0 = "0.9806578295496566", # EB1_5
0024     cutCategory1 = "0.9413641904670094", # EB2_5
0025     cutCategory2 = "0.89762967983679642", # EE_5
0026     cutCategory3 = "0.9997826058686308", # EB1_10
0027     cutCategory4 = "0.9993177946586951", # EB2_10
0028     cutCategory5 = "0.99712023523348758", # EE_10
0029     )
0030
0031
0032
0033 mvaEleID_RunIIIWinter22_noIso_V1_wp90_container = EleMVA_WP(
0034     idName = "mvaEleID-RunIIIWinter22-noIso-V1-wp90", mvaTag = mvaTag,
0035     cutCategory0 = "0.8774784815007495", # EB1_5
0036     cutCategory1 = "0.6755302215938275", # EB2_5
0037     cutCategory2 = "0.4195020250389494", # EE_5
0038     cutCategory3 = "0.9981164732135666", # EB1_10
0039     cutCategory4 = "0.9926206339419237", # EB2_10
0040     cutCategory5 = "0.96553633326857091", # EE_10
0041     )
0042
0043 workingPoints = dict(
0044     wp80 = mvaEleID_RunIIIWinter22_noIso_V1_wp80_container,
0045     wp90 = mvaEleID_RunIIIWinter22_noIso_V1_wp90_container
0046 )
0047
0048 mvaEleID_RunIIIWinter22_noIso_V1_producer_config = cms.PSet(
0049     mvaName             = cms.string(mvaClassName),
0050     mvaTag              = cms.string(mvaTag),
0051     nCategories         = cms.int32(6),
0052     categoryCuts        = cms.vstring(*EleMVA_6CategoriesCuts),
0053     weightFileNames     = mvaWeightFiles,
0054     variableDefinition  = cms.string(mvaVariablesFileRun3NonIso)
0055     )
0056
0057 mvaEleID_RunIIIWinter22_noIso_V1_wp80 = configureVIDMVAEleID( mvaEleID_RunIIIWinter22_noIso_V1_wp80_container )
0058 mvaEleID_RunIIIWinter22_noIso_V1_wp90 = configureVIDMVAEleID( mvaEleID_RunIIIWinter22_noIso_V1_wp90_container )
0059
0060 mvaEleID_RunIIIWinter22_noIso_V1_wp80.isPOGApproved = cms.untracked.bool(True)
0061 mvaEleID_RunIIIWinter22_noIso_V1_wp90.isPOGApproved = cms.untracked.bool(True)