Why are Muslims allowed to eat camels but not horses?

I've been told that Muslims are allowed to eat camels but we're not allowed to eat horses. Why? I thought the reason why they couldn't eat horses was to do with the fact that people use them as a form of transport (well, they did in the prophets time). But camels were also used as a form of transport, so why can we eat them?