Correct, those power supplies will output way more than they are rated for. Though regulation is guaranteed only in specified range.
So... yes, you can pull more voltage out of them but it may be noisy.
I can't stress enough how great are those power supplies. Cheap, always available on ebay for very reasonable price and in so many flavors. Name the voltage and current rating and there is one...
And, such a great project if you buy it broken.
Great learning curve and extremely forgiving to screw-ups.
Also... all through-hole components.
Did I mention small footprint.....
Highly recommended for everyone with limited budget.