Python Metric Examples

Example #1

 def __init__(self):
     Metric.__init__(self)
     self.name = 'TNR'

Example #2

 def __init__(self):
     Metric.__init__(self)
     self.name = 'EqOppo_fn_diff'

Example #3

File: Diff.py Project: alaude1/fairness-mia

 def __init__(self, metric1, metric2):
     Metric.__init__(self)
     self.metric1 = metric1
     self.metric2 = metric2
     self.name = "diff:" + self.metric1.get_name(
     ) + 'to' + self.metric2.get_name()

Example #4

File: DIAvgAll.py Project: alaude1/fairness-mia

 def __init__(self):
     Metric.__init__(self)
     self.name = 'DIavgall'

Example #5

 def __init__(self):
     Metric.__init__(self)
     self.name = 'DIbinary'

Example #6

File: Average.py Project: alaude1/fairness-mia

 def __init__(self, metrics_list, name):
      Metric.__init__(self)
      self.name = name
      self.metrics = metrics_list

Example #7

 def __init__(self, metric_class):
     Metric.__init__(self)
     self.metric = metric_class
     self.name = self.metric().get_name(
     )  # to be modified as this metric is expanded

Example #8

File: CalibrationNeg.py Project: alaude1/fairness-mia

 def __init__(self):
     Metric.__init__(self)
     self.name = 'calibration-'

Example #9

File: Accuracy.py Project: alaude1/fairness-mia

 def __init__(self):
     Metric.__init__(self)
     self.name = 'accuracy'

Example #10

File: FilterSensitive.py Project: alaude1/fairness-mia

 def __init__(self, metric):
     Metric.__init__(self)
     self.metric = metric
     self.name = metric.get_name()

Example #11

File: tpr_norm_diff.py Project: predictive-analytics-lab/fairness-comparison

 def __init__(self):
     Metric.__init__(self)
     self.name = 'TPRNormDiff'
     self.is_tnr = False

Example #12

File: EqOppo_fp_ratio.py Project: alaude1/fairness-mia

 def __init__(self):
     Metric.__init__(self)
     self.name = 'EqOppo_fp_ratio'