I am removing my concrete pool deck which is 4" thick and re pouring the Concrete Pad to 2" thick on one long and two ends, on the other long side is going to be compacted base and sand, to sand set the stone, for I have drainage lines in that section I might need to access one day, otherwise I would have poured Concrete in that section also.
I would pour concrete over a Compacted Base especially for a pool deck, it will pay dividends in the long term, easy maintenance, if you are planning on selling in a few years then you could probably get away with the sand set option, but if this is a place for the long term go with concrete.