Precious Chidum Amadi

The Overlooked Role of Uncertainty in Machine Learning Predictions: A Systematic Review

Concerns about the dependability and credibility of prediction outputs have grown as a result of the expanding use of machine learning (ML) systems in high-stakes industries like healthcare, finance, autonomous systems, and public governance. Uncertainty estimate is still somewhat underemphasized, despite its crucia...