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python.Class_FeatureHandler.FeatureHandler Class Reference
Collaboration diagram for python.Class_FeatureHandler.FeatureHandler:

Public Member Functions

def getFeatureNames (self)
 
def getFeatureTypes (self)
 
def getFeatureDefaultValues (self)
 
def addToFeatures (self, theBaseName, theVarTypeName, theFeatureType, defaultValueOverride=0)
 
def addToFeatures_FullName (self, completeFeatureName, theVarTypeName, theFeatureType, defaultValueOverride=0)
 
def addToFeatures_AllTypes (self, theBaseName, theVarTypeName, theFeatureType, defaultValueOverride=0)
 
def addToFeatures_AllTypes_AllEnergyVariants (self, theBaseName, theVarTypeName, theFeatureType, defaultValueOverride=0)
 
def __init__ (self)
 
def dump (self)
 
def addSingleVariables (self)
 
def addMultiplicities (self)
 
def addFourMomentum (self)
 
def addTypeSpecificFeatures_PID (self)
 
def addTypeSpecificFeatures_Shots (self)
 
def addTypeSpecificFeatures_Ratios (self)
 
def addTypeSpecificFeatures_StdDevs (self)
 
def addTypeSpecificFeatures_HLV (self)
 
def addTypeSpecificFeatures_JetMoment (self)
 
def addCombinedFeatures_TypeVsType (self)
 
def addCombinedFeatures_SelectedTypes (self)
 

Public Attributes

 m_VarTypeName_Sum
 
 m_VarTypeName_Ratio
 
 m_VarTypeName_Isolation
 
 m_VarTypeName_Num
 
 m_VarTypeName_Mean
 
 m_VarTypeName_StdDev
 
 m_VarTypeName_HLV
 
 m_VarTypeName_Angle
 
 m_VarTypeName_DeltaR
 
 m_VarTypeName_JetMoment
 
 m_VarTypeName_Combined
 
 m_VarTypeName_Basic
 
 m_VarTypeName_PID
 
 m_VarTypeName_Shots
 
 m_DefaultValues
 
 m_ConstituentTypeName_All
 
 m_ConstituentTypeName_Charged
 
 m_ConstituentTypeName_Neutral
 
 m_ConstituentTypeName_Pi0Neut
 
 m_ConstituentTypes
 
 m_EnergyVariantsList
 
 m_Feature_Names
 
 m_Feature_Defaults
 
 m_Feature_Types
 

Detailed Description

Definition at line 5 of file Class_FeatureHandler.py.

Constructor & Destructor Documentation

◆ __init__()

def python.Class_FeatureHandler.FeatureHandler.__init__ (   self)

Definition at line 84 of file Class_FeatureHandler.py.

84  def __init__(self):
85 
86  #setup the varType prefixes
87  # they are passed to the feature extractor later on - avoids errors due to typos
88  self.m_VarTypeName_Sum = "Sum"
89  self.m_VarTypeName_Ratio = "Ratio"
90  self.m_VarTypeName_Isolation = "Isolation"
91  self.m_VarTypeName_Num = "Num"
92  self.m_VarTypeName_Mean = "Mean"
93  self.m_VarTypeName_StdDev = "StdDev"
94  self.m_VarTypeName_HLV = "HLV"
95  self.m_VarTypeName_Angle = "Angle"
96  self.m_VarTypeName_DeltaR = "DeltaR"
97  self.m_VarTypeName_JetMoment = "JetMoment"
98  self.m_VarTypeName_Combined = "Combined"
99  self.m_VarTypeName_Basic = "Basic"
100  self.m_VarTypeName_PID = "PID"
101  self.m_VarTypeName_Shots = "Shots"
102 
103  #setup the default values for the different variable types
104  self.m_DefaultValues = {}
105  self.m_DefaultValues[self.m_VarTypeName_Sum] = -4000.0
106  self.m_DefaultValues[self.m_VarTypeName_Ratio] = -0.2
107  self.m_DefaultValues[self.m_VarTypeName_Isolation] = -0.2
108  self.m_DefaultValues[self.m_VarTypeName_Num] = -5.0
109  self.m_DefaultValues[self.m_VarTypeName_Mean] = -0.2
110  self.m_DefaultValues[self.m_VarTypeName_StdDev] = -0.2
111  self.m_DefaultValues[self.m_VarTypeName_HLV] = -4000.0
112  self.m_DefaultValues[self.m_VarTypeName_Angle] = -0.2
113  self.m_DefaultValues[self.m_VarTypeName_DeltaR] = -0.2
114  self.m_DefaultValues[self.m_VarTypeName_JetMoment] = -0.2
115  self.m_DefaultValues[self.m_VarTypeName_Combined] = -10.0
116  self.m_DefaultValues[self.m_VarTypeName_Basic] = -5.0
117  self.m_DefaultValues[self.m_VarTypeName_PID] = -9.0
118  self.m_DefaultValues[self.m_VarTypeName_Shots] = -2.0
119 
120  #setup the constituent types
121  self.m_ConstituentTypeName_All = "All"
122  self.m_ConstituentTypeName_Charged = "Charged"
123  self.m_ConstituentTypeName_Neutral = "Neutral"
124  self.m_ConstituentTypeName_Pi0Neut = "Pi0Neut"
125 
126  self.m_ConstituentTypes = []
127  #baseline
128  self.m_ConstituentTypes += [self.m_ConstituentTypeName_Charged]
129  self.m_ConstituentTypes += [self.m_ConstituentTypeName_Neutral]
130  self.m_ConstituentTypes += [self.m_ConstituentTypeName_Pi0Neut]
131 
132  self.m_EnergyVariantsList = ["EtAllConsts"]
133  # ==============================================
134 
135 
136  #setup member variables to hold feature info
137  self.m_Feature_Names = {}
138  self.m_Feature_Defaults = {}
139  self.m_Feature_Types = {}
140 
141  #fill member variables
142  self.addSingleVariables()
143  self.addMultiplicities()
144  self.addFourMomentum()
145  self.addTypeSpecificFeatures_PID()
146  self.addTypeSpecificFeatures_Shots()
147  self.addTypeSpecificFeatures_Ratios()
148  self.addTypeSpecificFeatures_StdDevs()
149  self.addTypeSpecificFeatures_HLV()
150  self.addTypeSpecificFeatures_JetMoment()
151  self.addCombinedFeatures_TypeVsType()
152  self.addCombinedFeatures_SelectedTypes()
153 

Member Function Documentation

◆ addCombinedFeatures_SelectedTypes()

def python.Class_FeatureHandler.FeatureHandler.addCombinedFeatures_SelectedTypes (   self)

Definition at line 370 of file Class_FeatureHandler.py.

370  def addCombinedFeatures_SelectedTypes(self):
371  iTypes = []
372  iTypes += ["Charged"]
373 
374  jTypes = []
375  jTypes += ["Pi0Neut"]
376  jTypes += ["Neutral"]
377 
378  Variables_WithEnergyTypes = []
379  Variables_WithEnergyTypes += [ ["Mean", "Et_Wrt"] ]
380 
381  Variables = []
382  Variables += [ ["InvMass", ""] ]
383  for iType in iTypes:
384  for jType in jTypes:
385 
386  for iVar in Variables:
387  featName = iVar[0] + iType + jType + iVar[1]
388  self.addToFeatures(featName, self.m_VarTypeName_Combined, "F")
389  #end loop over variables
390 
391  for iVar in Variables_WithEnergyTypes:
392  featName = iVar[0] + iType + jType + iVar[1]
393  for iEnergyType in self.m_EnergyVariantsList:
394  featNameWithEnergy = featName + iEnergyType
395  self.addToFeatures(featNameWithEnergy, self.m_VarTypeName_Combined, "F")
396  #end loop over variables for energy types
397 
398  #end loop over jTypes
399  #end loop over iTypes

◆ addCombinedFeatures_TypeVsType()

def python.Class_FeatureHandler.FeatureHandler.addCombinedFeatures_TypeVsType (   self)

Definition at line 340 of file Class_FeatureHandler.py.

340  def addCombinedFeatures_TypeVsType(self):
341  Types = []
342  Types += ["Charged"]
343  Types += ["Neutral"]
344  Types += ["Pi0Neut"]
345 
346  Variables = []
347  Variables += [ ["Log1st", "EtOver", "Et"] ]
348  Variables += [ ["Log", "EtOver", "Et"] ]
349  Variables += [ ["Angle", "To", ""] ]
350  Variables += [ ["DeltaR1st", "To1st", ""] ]
351  Variables += [ ["Angle1st", "To1st", ""] ]
352  for iType in Types:
353  for jType in Types:
354 
355  #skip if types are equal
356  if iType == jType:
357  continue
358 
359  for iVar in Variables:
360  featName = iVar[0] + iType + iVar[1] + jType + iVar[2]
361  #if iVar[2] != "-":
362  #featName = featName + iVar[2]
363  self.addToFeatures(featName, self.m_VarTypeName_Combined, "F")
364  #end loop over variables
365  #end loop over jType
366  #end loop over iType

◆ addFourMomentum()

def python.Class_FeatureHandler.FeatureHandler.addFourMomentum (   self)

Definition at line 205 of file Class_FeatureHandler.py.

205  def addFourMomentum(self):
206  Variables = []
207  Variables += ["pt"]
208  Variables += ["eta"]
209  Variables += ["phi"]
210  Variables += ["m"]
211 
212  Types = []
213  Types += ["ProtoMomentumCore"]
214 
215  for iVar in Variables:
216  for iType in Types:
217  curFeatName = iType + "_" + iVar
218  curDefVal = -4000.
219  if iVar == "eta" or iVar == "phi":
220  curDefVal = -9.
221  if iVar == "m":
222  curDefVal = -200.
223  self.addToFeatures(curFeatName, self.m_VarTypeName_Basic, "F", curDefVal)
224  #end loop types
225  #end loop vars

◆ addMultiplicities()

def python.Class_FeatureHandler.FeatureHandler.addMultiplicities (   self)

Definition at line 191 of file Class_FeatureHandler.py.

191  def addMultiplicities(self):
192  Variables = self.m_ConstituentTypes
193 
194  for iVar in Variables:
195  featName = "N" + iVar + "Consts"
196  self.addToFeatures(featName, self.m_VarTypeName_Basic, "F")
197  #end loop over variables
198 
199  #add the inclusive one
200  self.addToFeatures("N" + self.m_ConstituentTypeName_All + "Consts", self.m_VarTypeName_Basic, "F")
201 

◆ addSingleVariables()

def python.Class_FeatureHandler.FeatureHandler.addSingleVariables (   self)

Definition at line 170 of file Class_FeatureHandler.py.

170  def addSingleVariables(self):
171  Variables = []
172  Variables += ["isPanTauCandidate"]
173  Variables += ["RecoMode"]
174  Variables += ["RecoMode_PanTau"]
175  Variables += ["BDTValue_1p0n_vs_1p1n"]
176  Variables += ["BDTValue_1p1n_vs_1pXn"]
177  Variables += ["BDTValue_3p0n_vs_3pXn"]
178  Variables += ["SumCharge"]
179  Variables += ["AbsCharge"]
180  for iVar in Variables:
181  curDefVal = self.m_DefaultValues[self.m_VarTypeName_Basic]
182  if iVar == "isPanTauCandidate":
183  curDefVal = 0
184  if iVar == "RecoMode" or iVar == "RecoMode_PanTau":
185  curDefVal = -10
186  self.addToFeatures(iVar, self.m_VarTypeName_Basic, "F", curDefVal)
187  #end loop over variables

◆ addToFeatures()

def python.Class_FeatureHandler.FeatureHandler.addToFeatures (   self,
  theBaseName,
  theVarTypeName,
  theFeatureType,
  defaultValueOverride = 0 
)
Add a single feature with given name, type and default value 

Definition at line 28 of file Class_FeatureHandler.py.

28  def addToFeatures(self, theBaseName, theVarTypeName, theFeatureType, defaultValueOverride=0):
29  """ Add a single feature with given name, type and default value """
30 
31  #set feature name and default value
32  featureName = theVarTypeName + "_" + theBaseName
33  defaultValue = self.m_DefaultValues[theVarTypeName]
34  if defaultValueOverride != 0:
35  defaultValue = defaultValueOverride
36 
37  #add to features
38  self.m_Feature_Names[featureName] = featureName
39  self.m_Feature_Defaults[featureName] = defaultValue
40  self.m_Feature_Types[featureName] = theFeatureType

◆ addToFeatures_AllTypes()

def python.Class_FeatureHandler.FeatureHandler.addToFeatures_AllTypes (   self,
  theBaseName,
  theVarTypeName,
  theFeatureType,
  defaultValueOverride = 0 
)
Add the feature described by theName, theType and theDefault for all known constituent types

Definition at line 57 of file Class_FeatureHandler.py.

57  def addToFeatures_AllTypes(self, theBaseName, theVarTypeName, theFeatureType, defaultValueOverride=0):
58  """ Add the feature described by theName, theType and theDefault for all known constituent types"""
59 
60  #set default value
61  defaultValue = self.m_DefaultValues[theVarTypeName]
62  if defaultValueOverride != 0:
63  defaultValue = defaultValueOverride
64 
65  #fill feature for all types
66  for iConstType in self.m_ConstituentTypes:
67  featureName = iConstType + "_" + theVarTypeName + "_" + theBaseName
68 
69  self.m_Feature_Names[featureName] = featureName
70  self.m_Feature_Defaults[featureName] = defaultValue
71  self.m_Feature_Types[featureName] = theFeatureType
72  #end loop over types

◆ addToFeatures_AllTypes_AllEnergyVariants()

def python.Class_FeatureHandler.FeatureHandler.addToFeatures_AllTypes_AllEnergyVariants (   self,
  theBaseName,
  theVarTypeName,
  theFeatureType,
  defaultValueOverride = 0 
)
Add the feature described by theName, theType and theDefault for all known constituent types

Definition at line 76 of file Class_FeatureHandler.py.

76  def addToFeatures_AllTypes_AllEnergyVariants(self, theBaseName, theVarTypeName, theFeatureType, defaultValueOverride=0):
77  """ Add the feature described by theName, theType and theDefault for all known constituent types"""
78  for iEnergyType in self.m_EnergyVariantsList:
79  featureName = theBaseName + iEnergyType
80  self.addToFeatures_AllTypes(featureName, theVarTypeName, theFeatureType, defaultValueOverride)
81  #end loop over energy types

◆ addToFeatures_FullName()

def python.Class_FeatureHandler.FeatureHandler.addToFeatures_FullName (   self,
  completeFeatureName,
  theVarTypeName,
  theFeatureType,
  defaultValueOverride = 0 
)

Definition at line 43 of file Class_FeatureHandler.py.

43  def addToFeatures_FullName(self, completeFeatureName, theVarTypeName, theFeatureType, defaultValueOverride=0):
44  #set feature name and default value
45  featureName = completeFeatureName
46  defaultValue = self.m_DefaultValues[theVarTypeName]
47  if defaultValueOverride != 0:
48  defaultValue = defaultValueOverride
49 
50  #add to features
51  self.m_Feature_Names[featureName] = featureName
52  self.m_Feature_Defaults[featureName] = defaultValue
53  self.m_Feature_Types[featureName] = theFeatureType

◆ addTypeSpecificFeatures_HLV()

def python.Class_FeatureHandler.FeatureHandler.addTypeSpecificFeatures_HLV (   self)

Definition at line 296 of file Class_FeatureHandler.py.

296  def addTypeSpecificFeatures_HLV(self):
297  Variables = []
298  Variables += ["SumPt"]
299  Variables += ["SumEta"]
300  Variables += ["SumPhi"]
301  Variables += ["SumM"]
302  for iVar in Variables:
303  curDefVal = -4000.
304  if iVar == "SumEta" or iVar == "SumPhi":
305  curDefVal = -9.
306  if iVar == "SumM":
307  curDefVal = -200.
308  self.addToFeatures_AllTypes(iVar, self.m_VarTypeName_HLV, "F", curDefVal)
309 
310  #end loop over variables
311 
312  VariablesVec = []
313  VariablesVec += ["Constituents_pt"]
314  VariablesVec += ["Constituents_eta"]
315  VariablesVec += ["Constituents_phi"]
316  VariablesVec += ["Constituents_m"]
317 
318  for iVecVar in VariablesVec:
319  featName = "BDTSort_" + iVecVar
320  curDefVal = -4000.
321  if iVecVar == "Constituents_eta" or iVecVar == "Constituents_phi":
322  curDefVal = -9.
323  if iVecVar == "Constituents_m":
324  curDefVal = -200.
325  self.addToFeatures_AllTypes(featName, self.m_VarTypeName_HLV, "V", curDefVal)
326 
327 
328  #end loop over variables

◆ addTypeSpecificFeatures_JetMoment()

def python.Class_FeatureHandler.FeatureHandler.addTypeSpecificFeatures_JetMoment (   self)

Definition at line 331 of file Class_FeatureHandler.py.

331  def addTypeSpecificFeatures_JetMoment(self):
332  Variables = []
333  Variables += ["EtDR"]
334  Variables += ["EtDRxTotalEt"]
335  for iVar in Variables:
336  self.addToFeatures_AllTypes(iVar, self.m_VarTypeName_JetMoment, "F")
337  #end loop over variables

◆ addTypeSpecificFeatures_PID()

def python.Class_FeatureHandler.FeatureHandler.addTypeSpecificFeatures_PID (   self)

Definition at line 228 of file Class_FeatureHandler.py.

228  def addTypeSpecificFeatures_PID(self):
229  Variables = ["BDTValues"]
230 
231  MaxNum = 4
232 
233  for iVar in Variables:
234  for iNum in range(1, MaxNum):
235  featName = iVar + "_BDTSort_" + str(iNum)
236  self.addToFeatures_AllTypes(featName, self.m_VarTypeName_PID, "F")
237  #end loop over num
238  #end loop over variables

◆ addTypeSpecificFeatures_Ratios()

def python.Class_FeatureHandler.FeatureHandler.addTypeSpecificFeatures_Ratios (   self)

Definition at line 270 of file Class_FeatureHandler.py.

270  def addTypeSpecificFeatures_Ratios(self):
271 
272  Variables_WithEnergyTypes = []
273  Variables_WithEnergyTypes += ["EtOver"]
274  Variables_WithEnergyTypes += ["1stBDTEtOver"]
275  for iVar in Variables_WithEnergyTypes:
276  self.addToFeatures_AllTypes_AllEnergyVariants(iVar, self.m_VarTypeName_Ratio, "F")
277  #end loop over variables with energy types
278 
279  Variables = []
280  Variables += ["1stBDTEtOverTypeEt"]
281  Variables += ["EFOsOverTotalEFOs"]
282  for iVar in Variables:
283  self.addToFeatures_AllTypes(iVar, self.m_VarTypeName_Ratio, "F")
284  #end loop over variables with energy types

◆ addTypeSpecificFeatures_Shots()

def python.Class_FeatureHandler.FeatureHandler.addTypeSpecificFeatures_Shots (   self)

Definition at line 242 of file Class_FeatureHandler.py.

242  def addTypeSpecificFeatures_Shots(self):
243  Variables = []
244  Variables += ["nPhotons"]
245  Variables += ["EtSumShotsOverConstEt"]
246 
247  MaxNum = 4
248 
249  for iVar in Variables:
250  for iNum in range(1, MaxNum):
251  featName = iVar + "_BDTSort_" + str(iNum)
252  curDefVal = self.m_DefaultValues[self.m_VarTypeName_Shots]
253 
254  self.addToFeatures_FullName(self.m_ConstituentTypeName_Neutral + "_" + self.m_VarTypeName_Shots + "_" + featName, self.m_VarTypeName_Shots, "F", curDefVal)
255  self.addToFeatures_FullName(self.m_ConstituentTypeName_Pi0Neut + "_" + self.m_VarTypeName_Shots + "_" + featName, self.m_VarTypeName_Shots, "F", curDefVal)
256  #end loop over iNum
257  #end loop over variables
258 
259  Variables = []
260  Variables += ["NPhotonsInSeed"]
261  for iVar in Variables:
262  featName = iVar
263  curDefVal = self.m_DefaultValues[self.m_VarTypeName_Shots]
264 
265  self.addToFeatures_FullName(self.m_ConstituentTypeName_Neutral + "_" + self.m_VarTypeName_Shots + "_" + featName, self.m_VarTypeName_Shots, "F", curDefVal)
266  self.addToFeatures_FullName(self.m_ConstituentTypeName_Pi0Neut + "_" + self.m_VarTypeName_Shots + "_" + featName, self.m_VarTypeName_Shots, "F", curDefVal)
267  #end loop over variables

◆ addTypeSpecificFeatures_StdDevs()

def python.Class_FeatureHandler.FeatureHandler.addTypeSpecificFeatures_StdDevs (   self)

Definition at line 287 of file Class_FeatureHandler.py.

287  def addTypeSpecificFeatures_StdDevs(self):
288 
289  Variables_WithEnergyTypes = []
290  Variables_WithEnergyTypes += ["Et_Wrt"]
291  for iVar in Variables_WithEnergyTypes:
292  self.addToFeatures_AllTypes_AllEnergyVariants(iVar, self.m_VarTypeName_StdDev, "F")

◆ dump()

def python.Class_FeatureHandler.FeatureHandler.dump (   self)

Definition at line 157 of file Class_FeatureHandler.py.

157  def dump(self):
158  print("config_FeatureCalculator: Dumping features:")
159  for iFeature in sorted(self.m_Feature_Names.iterkeys()):
160  featName = self.m_Feature_Names[iFeature]
161  featType = self.m_Feature_Types[iFeature]
162  featDefault = self.m_Feature_Defaults[iFeature]
163  print("\t" + string.ljust(featName, 50) + " of type " + featType + " defaults to " + string.rjust(str(featDefault), 10) )
164  #print("\t" + featName + " of type " + featType + " defaults to " + str(featDefault) )
165  #end for over features
166  print("config_FeatureCalculator: Done dumping features")

◆ getFeatureDefaultValues()

def python.Class_FeatureHandler.FeatureHandler.getFeatureDefaultValues (   self)

Definition at line 21 of file Class_FeatureHandler.py.

21  def getFeatureDefaultValues(self):
22  listFeatDefaults = []
23  for iFeature in self.m_Feature_Defaults:
24  listFeatDefaults += [self.m_Feature_Defaults[iFeature]]
25  return listFeatDefaults

◆ getFeatureNames()

def python.Class_FeatureHandler.FeatureHandler.getFeatureNames (   self)

Definition at line 7 of file Class_FeatureHandler.py.

7  def getFeatureNames(self):
8  listFeatNames = []
9  for iFeature in self.m_Feature_Names:
10  listFeatNames += [self.m_Feature_Names[iFeature]]
11  return listFeatNames

◆ getFeatureTypes()

def python.Class_FeatureHandler.FeatureHandler.getFeatureTypes (   self)

Definition at line 14 of file Class_FeatureHandler.py.

14  def getFeatureTypes(self):
15  listFeatTypes = []
16  for iFeature in self.m_Feature_Types:
17  listFeatTypes += [self.m_Feature_Types[iFeature]]
18  return listFeatTypes

Member Data Documentation

◆ m_ConstituentTypeName_All

python.Class_FeatureHandler.FeatureHandler.m_ConstituentTypeName_All

Definition at line 121 of file Class_FeatureHandler.py.

◆ m_ConstituentTypeName_Charged

python.Class_FeatureHandler.FeatureHandler.m_ConstituentTypeName_Charged

Definition at line 122 of file Class_FeatureHandler.py.

◆ m_ConstituentTypeName_Neutral

python.Class_FeatureHandler.FeatureHandler.m_ConstituentTypeName_Neutral

Definition at line 123 of file Class_FeatureHandler.py.

◆ m_ConstituentTypeName_Pi0Neut

python.Class_FeatureHandler.FeatureHandler.m_ConstituentTypeName_Pi0Neut

Definition at line 124 of file Class_FeatureHandler.py.

◆ m_ConstituentTypes

python.Class_FeatureHandler.FeatureHandler.m_ConstituentTypes

Definition at line 126 of file Class_FeatureHandler.py.

◆ m_DefaultValues

python.Class_FeatureHandler.FeatureHandler.m_DefaultValues

Definition at line 104 of file Class_FeatureHandler.py.

◆ m_EnergyVariantsList

python.Class_FeatureHandler.FeatureHandler.m_EnergyVariantsList

Definition at line 132 of file Class_FeatureHandler.py.

◆ m_Feature_Defaults

python.Class_FeatureHandler.FeatureHandler.m_Feature_Defaults

Definition at line 138 of file Class_FeatureHandler.py.

◆ m_Feature_Names

python.Class_FeatureHandler.FeatureHandler.m_Feature_Names

Definition at line 137 of file Class_FeatureHandler.py.

◆ m_Feature_Types

python.Class_FeatureHandler.FeatureHandler.m_Feature_Types

Definition at line 139 of file Class_FeatureHandler.py.

◆ m_VarTypeName_Angle

python.Class_FeatureHandler.FeatureHandler.m_VarTypeName_Angle

Definition at line 95 of file Class_FeatureHandler.py.

◆ m_VarTypeName_Basic

python.Class_FeatureHandler.FeatureHandler.m_VarTypeName_Basic

Definition at line 99 of file Class_FeatureHandler.py.

◆ m_VarTypeName_Combined

python.Class_FeatureHandler.FeatureHandler.m_VarTypeName_Combined

Definition at line 98 of file Class_FeatureHandler.py.

◆ m_VarTypeName_DeltaR

python.Class_FeatureHandler.FeatureHandler.m_VarTypeName_DeltaR

Definition at line 96 of file Class_FeatureHandler.py.

◆ m_VarTypeName_HLV

python.Class_FeatureHandler.FeatureHandler.m_VarTypeName_HLV

Definition at line 94 of file Class_FeatureHandler.py.

◆ m_VarTypeName_Isolation

python.Class_FeatureHandler.FeatureHandler.m_VarTypeName_Isolation

Definition at line 90 of file Class_FeatureHandler.py.

◆ m_VarTypeName_JetMoment

python.Class_FeatureHandler.FeatureHandler.m_VarTypeName_JetMoment

Definition at line 97 of file Class_FeatureHandler.py.

◆ m_VarTypeName_Mean

python.Class_FeatureHandler.FeatureHandler.m_VarTypeName_Mean

Definition at line 92 of file Class_FeatureHandler.py.

◆ m_VarTypeName_Num

python.Class_FeatureHandler.FeatureHandler.m_VarTypeName_Num

Definition at line 91 of file Class_FeatureHandler.py.

◆ m_VarTypeName_PID

python.Class_FeatureHandler.FeatureHandler.m_VarTypeName_PID

Definition at line 100 of file Class_FeatureHandler.py.

◆ m_VarTypeName_Ratio

python.Class_FeatureHandler.FeatureHandler.m_VarTypeName_Ratio

Definition at line 89 of file Class_FeatureHandler.py.

◆ m_VarTypeName_Shots

python.Class_FeatureHandler.FeatureHandler.m_VarTypeName_Shots

Definition at line 101 of file Class_FeatureHandler.py.

◆ m_VarTypeName_StdDev

python.Class_FeatureHandler.FeatureHandler.m_VarTypeName_StdDev

Definition at line 93 of file Class_FeatureHandler.py.

◆ m_VarTypeName_Sum

python.Class_FeatureHandler.FeatureHandler.m_VarTypeName_Sum

Definition at line 88 of file Class_FeatureHandler.py.


The documentation for this class was generated from the following file:
DerivationFramework::TriggerMatchingUtils::sorted
std::vector< typename R::value_type > sorted(const R &r, PROJ proj={})
Helper function to create a sorted vector from an unsorted range.
python.processes.powheg.ZZj_MiNNLO.ZZj_MiNNLO.__init__
def __init__(self, base_directory, **kwargs)
Constructor: all process options are set here.
Definition: ZZj_MiNNLO.py:18
run_Egamma1_LArStrip_Fex.dump
dump
Definition: run_Egamma1_LArStrip_Fex.py:87
python.Bindings.iterkeys
iterkeys
Definition: Control/AthenaPython/python/Bindings.py:813
plotBeamSpotVxVal.range
range
Definition: plotBeamSpotVxVal.py:194
print
void print(char *figname, TCanvas *c1)
Definition: TRTCalib_StrawStatusPlots.cxx:26
str
Definition: BTagTrackIpAccessor.cxx:11