Benchmarking Materials Property Prediction Methods: The Matbench Test Set and Automatminer Reference Algorithm

Alexander Dunn, Qi Wang, Alex Ganose +2

We present a benchmark test suite and an automated machine learning procedure for evaluating supervised machine learning (ML) models for predicting properties of inorganic bulk mat…