Four di↵erent cross-validation strategies were applied to both active and inactive Riniker dataset compounds (see Figure ), omitting binding targets. In all cases active/inactive A. validation/test set and thus control for the compound series bias. Clusters were randomly joined and assigned to the splitting sets in order to have 80/10/10 splitting (Figure ). ( )