Uncertainty Prediction for Machine Learning Models of Material Properties

no code implementations • 16 Jul 2021 • Francesca Tavazza, Brian De Cost, Kamal Choudhary

While confidence intervals are commonly reported for machine learning (ML) models, prediction intervals, i. e., the evaluation of the uncertainty on each prediction, are seldomly available.

BIG-bench Machine Learning Gaussian Processes +2