I think it translates pretty well. Before I started riding a bike at all, I spent a whole year just doing spin classes several times a week. Then when I started riding, as a total newbie, everything came really easily and my muscles were well conditioned for cycling.

It's also a good way to maintain fitness during the week when you can't find time to ride.