Random projections and Kernelised Leave One Cluster Out Cross-Validation: Universal baselines and evaluation tools for supervised machine learning for materials properties

Samantha Durdy, Michael Gaultois, Vladimir Gusev +2

With machine learning being a popular topic in current computational materials science literature, creating representations for compounds has become common place. These representat…