You need to enable the delete option under Tools->Options before it can be used in the Discovery Rule.
Do not enable this feature until all stakeholders are fully aware of the repurcussions and agree to this. If you are already seeing false positives, do not use the Delete option.
Thanks vimalnavis! Much appreciated.