Average over folds’ recall (blue) and precision (red) as a function of (left) the size of the cluster and (right) average over cluster members of chemical abundances’ uncertainties. Each point represents a high-quality flagged open cluster, with error bars indicating the standard deviation across folds. Clearly, the uncertainty decreases when the cluster size increases due to sampling effects.