Quantifying the performance of machine learning models in materials discovery

Christopher K. H. Borg, Eric S. Muckley, Clara Nyby +4

The predictive capabilities of machine learning (ML) models used in materials discovery are typically measured using simple statistics such as the root-mean-square error (RMSE) or…