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What steps should a large retail bank take to ensure its machine learning model for loan allocation decisions is unbiased?
A
Reduce the size of the training dataset.
B
Ensure that the ML model predictions are consistent with historical results.
C
Create a different ML model for each demographic group.
D
Measure class imbalance on the training dataset. Adapt the training process accordingly.