What to Expect From Uncertainty Quantification Methods: An Untold Story of ML Evaluation
Dataiku
JULY 6, 2022
Which metrics should be reported? In this article, we relate our experience in building an evaluation framework for Uncertainty Quantification (UQ) in ML. How can we ensure enough diversity in the selected datasets? Which baselines should be included for fair comparison?
Let's personalize your content