An Entropic Metric for Measuring Calibration of Machine Learning Models

Daniel James Sumler, Lee Devlin, Simon Maskell +1

Understanding the confidence with which a machine learning model classifies an input datum is an important, and perhaps under-investigated, concept. In this paper, we propose a new…