You should choose a space for your event according to the kind of event it is, and make sure that it's large enough to comfortably accommodate all of your guests. Find out what's in the space - does it come with furniture or equipment?
Rehearsals require a large space - ideally one that's free of furniture and other clutter. There may also be a need for sound equipment and separate spaces for getting changed.