Hey Andreas,
You may want to use the USING clause:
DELETE FROM events USING event_types WHERE events.event_type_fk = event_types.event_type.id AND relevance_level IN ( 1, 3, 5, 7) AND <ANY_ANOTHER_CONDITION_YOU_NEED> ;
Regards,Dmitriy