def __init__(self):
Metric.__init__(self)
self.name = 'calibration-'
def __init__(self):
Metric.__init__(self)
self.name = 'EqOppo_fp_diff'
def __init__(self, metrics_list, name):
Metric.__init__(self)
self.name = name
self.metrics = metrics_list
def __init__(self):
Metric.__init__(self)
self.name = 'DIbinary'
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
def __init__(self):
Metric.__init__(self)
self.name = 'accuracy'
def __init__(self):
Metric.__init__(self)
self.name = 'indiv_fairness_consistency'
self.n_neighbors = 5
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()
def __init__(self):
Metric.__init__(self)
self.name = 'CV'
def __init__(self):
Metric.__init__(self)
self.name = 'F1-Score'
def __init__(self, metric_numerator, metric_denominator):
Metric.__init__(self)
self.numerator = metric_numerator
self.denominator = metric_denominator
self.name = self.numerator.get_name(
) + '_over_' + self.denominator.get_name()
def __init__(self, metric):
Metric.__init__(self)
self.metric = metric
self.name = metric.get_name()
def __init__(self):
Metric.__init__(self)
self.name = 'DIavgall'
def __init__(self):
Metric.__init__(self)
self.name = 'EqOppo_fn_ratio'
def __init__(self):
Metric.__init__(self)
self.name = 'baseratedifference'
def __init__(self, K, distance_function='euclidean'):
Metric.__init__(self)
self.name = 'lipschitz_' + distance_function + '_' + str(K)
self.distance_function = distance_function
self.K = K
