MVASteering_cfi Namespace Reference

Functions
def	EverythingInItsRightPlace
def	GetTrainingFile
	DO NOT MODIFY BELOW THIS LINE (experts only) #############. More...

Variables
string	BackgroundFileTestingGlob = "%s/*4.root"
string	BackgroundFileTrainingGlob = "%s/*[012356789].root"
tuple	BackgroundRootDir = os.path.join(TauTagToolsWorkingDirectory, "test", "qcd")
tuple	BackgroundTestingFiles = glob.glob(BackgroundFileTestingGlob)
tuple	BackgroundTrainFiles = glob.glob(BackgroundFileTrainingGlob)
	ExcludePrepassAndPrefail = False
string	IsolationCutForTraining = "Alt$(ChargedOutlierPt[0], 0) < 1.0 && Alt$(NeutralOutlierPt[0], 0) < 1.5"
string	LeadPionRequirementString = "( (MainTrackPt > %f && MainTrackAngle < 0.1) || (Alt$(TrackPt[0],0) > %f && Alt$(TrackAngle[0], 20) < 0.1) || (Alt$(PiZeroPt[0], 0) > %f && Alt$(PiZeroAngle[0], 20) < 0.1) )"
dictionary	listOfMVANames = {}
dictionary	MVACollections = {}
	USER PARAMETERS #######################################. More...
list	myModules = []
list	myTauAlgorithms = ["shrinkingConePFTauDecayModeProducer"]
tuple	name = _mva.computerName.value()
list	Project_Area = os.environ["CMSSW_BASE"]
float	RequireLeadPionPt = 5.0
string	SignalFileTestingGlob = "%s/*4.root"
string	SignalFileTrainingGlob = "%s/*[012356789].root"
tuple	SignalRootDir = os.path.join(TauTagToolsWorkingDirectory, "test", "ztt")
tuple	SignalTestingFiles = glob.glob(SignalFileTestingGlob)
tuple	SignalTrainFiles = glob.glob(SignalFileTrainingGlob)
tuple	TauTagToolsWorkingDirectory = os.path.join(Project_Area, "src/RecoTauTag/TauTagTools")
	UseWeights = True
	WeightByIndividualDecayMode = False

Detailed Description

     MVASteering.py
     Author: Evan K. Friis, UC Davis (friis@physics.ucdavis.edu)

     Define the MVA configurations (ie TaNC) to be used in training/testing
             - which neural net 
             - which algorithms (shrinkingConePFTauDecayModeProducer, etc)
     Define locations of train/test ROOT files

Function Documentation

def MVASteering_cfi.EverythingInItsRightPlace

(

)

Definition at line 119 of file MVASteering_cfi.py.

def EverythingInItsRightPlace():
   if not len(SignalTrainFiles) or not len(BackgroundTrainFiles) or not len(SignalTestingFiles) or not len(BackgroundTestingFiles):
      raise IOError("The signal/background root file training/testing file list is empty! Check the SignalFileTrainingGlob etc. in MVASteering.py")

   # Ensure that we have all the necessary XML files 
   for aModule in myModules:
      computerName = aModule.computerName.value() #conver to python string
      xmlFileLoc   = os.path.join(TauTagToolsWorkingDirectory, "xml", "%s.xml" % computerName)
      if not os.path.exists(xmlFileLoc):
         raise IOError("Can't find xml configuration file for %s - please check that %s exists!" % (computerName, xmlFileLoc))

   if not os.path.exists(SignalRootDir):
      raise IOError("Signal root file directory (%s) does not exist! Have you created the MVA raw training data?" % SignalRootDir)
   if not os.path.exists(BackgroundRootDir):
      raise IOError("Background root file directory (%s) does not exist! Have you created the MVA raw training data?" % BackgroundRootDir)

def MVASteering_cfi.GetTrainingFile	(		computerName,
			anAlgo
	)

DO NOT MODIFY BELOW THIS LINE (experts only) #############.

Definition at line 97 of file MVASteering_cfi.py.

def GetTrainingFile(computerName, anAlgo):
   return os.path.join(TauTagToolsWorkingDirectory, "test", "TrainDir_%s_%s" % (computerName, anAlgo), "%s.mva" % computerName)