counterfactual explanations can be obtained by identifying the smallest
change made to a feature vector to qualitatively influence a prediction; for
example, from 'loan rejected' to 'awarded' or from 'high risk of cardiovascular
disease' to 'low risk'. Previous approaches often emphasi