Most straightforward thing I can think of is just to say it's Non-fiction - "Non-Fiction TV Series" or just "Non-Fiction TV".

I noticed someone listed the sitcom McHale's Navy as a TV Show (I've changed it to TV series) - see how some people have found this category name misleading.