I paint everything, inside and bottom. The bottom is left natural but painted with a clear sealer. Wood left unfinished will expand and contract a lot more than wood that is sealed everywhere.
The factory left inside and outside bottom unfinished as a cost reduction - cabinet life wasn't a consideration.