Enrico Camporeale

Accuracy-Reliability Cost Function for Empirical Variance Estimation

2018 · arXiv (Cornell University)

In this paper we focus on the problem of assigning uncertainties to single-point predictions. We introduce a cost function that encodes the trade-off between accuracy and reliability in probabilistic forecast. We derive analytic formula for …