MACEst: The reliable and trustworthy Model Agnostic Confidence Estimator

Rhys Green, Matthew Rowe, Alberto Polleri

Reliable Confidence Estimates are hugely important for any machine learning model to be truly useful. In this paper, we argue that any confidence estimates based upon standard mach…