While there is a difference between private and public computers, it is generally safer and more secure to log out when you're done on a particular web site, and log back in when you need to do more business there. For instance, many financial web sites will log you out automatically after a certain period of inactivity to increase the safety of your data. More musings on this topic can be found on
this Lifehacker page.
