pretty much whatever your happy with.
whatever your build quality standards is.
if the cardboard is a little too small after cutting, cut the mdf piece a little larger, then route/jigsaw it a little at a time until its a snug fit.
then you can add aesthetics to it. (carpet, paint, whatever have you.)