It really comes down to preference, but what will sway you in a particular direction might be the editor you code with. For instance, the auto-complete feature of TextMate stops at a hyphen, but sees words separated by an underscore as a single word. So class names and ids with the_post work better than the-post when using its auto-complete feature (Esc).
