Guide to the expression of Uncertainty in Measurement

Machine learning uncertainty evaluation could adopt measurement science principles

A new paper proposes a framework for evaluating uncertainty in machine learning (ML) predictions by drawing parallels with measurement science and metrology. The authors argue that the current ML dichotomy of aleatoric …