Research Spotlight: Tackling Prediction Uncertainty in Machine Learning for Healthcare
Unsafe prediction failure occurs when a ML system produces an erroneous prediction, and either fails to convey a lack of confidence in the prediction or deceitfully conveys a high level of confidence in its correctness.