Curves describing the effective recovery for our different groupings, using the expected purity and completeness of a given probability cutoff. These curves describe the inherent trade-off of choosing a sample of stars; the higher the purity, the lower the completeness. Better recovered structures have a higher completeness for a given purity. In the first panel, we additionally plot the recovery curve from making a transverse sky velocity cut (see text for details).