Precision (left) and recall (right) scores of the three classes as a function of the new pre-merger definition. The solid lines represent the one-stage classification, and the dashed lines represent the two-stage classification. The error bars derived from the bootstrapping are similar for the one-stage and two-stage set-ups. The mean errors for the three classes are indicated at the top.