Here Y = O or Y = Other filters evaluation of the MAE by a defect's specific element type to delineate model performance between oxygen and non-oxygen vacancy predictions. The standard deviation in MAE across all K models, σ K (MAE Y ), should be small once sufficient data has been collected, i.e., the sampled distribution of training data no longer changes significantly between each fold.