Bases: Aggregate_Base
Aggregate function based on averaging via mean.
This class should be passed to an ensemble function/class for combining predictions.
Source code in aucmedi/ensemble/aggregate/averaging_mean.py
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49 | class AveragingMean(Aggregate_Base):
""" Aggregate function based on averaging via mean.
This class should be passed to an ensemble function/class for combining predictions.
"""
#---------------------------------------------#
# Initialization #
#---------------------------------------------#
def __init__(self):
# No hyperparameter adjustment required for this method, therefore skip
pass
#---------------------------------------------#
# Aggregate #
#---------------------------------------------#
def aggregate(self, preds):
# Merge predictions via mean
pred = np.mean(preds, axis=0)
# Return merged prediction
return pred
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