Holding hands or a quick peck on the cheek or a hug are affectionate gestures. Anything more than that just shows a gross outward form of immaturity.
Deep kissing is an intimate and personal matter to be done in private as no one wants to watch it. Again, that type of PDA is nothing shy of a case of arrested development.