I guess the $20,000 question is what are you trying to accomplish?
If you want to make a standard arcade looking cabinet and you're going to paint it and put artwork on the sides and just don't want it to go into solution if it's feet get wet, then I'd recomend A/C grade pine plywood.
If, on the other hand, you want it to look like real live honest to God furniture, well, pretty much any of the woods you listed would do the trick.
I'm going to put some cards on the table here and reveal my weird little plans....
I am currently restoring an arts and crafts house that has suffered many years of neglect. When I'm done the machine that I'm currently building in the hull of an old gutted Berzerk cab will stick out like a sore thumb. What I want to build next (there's a phrase to make the wife shudder) is something that looks like a colaberation between Nolan Bushnell and the Greene brothers. That one will probably made of quarter sawn white oak and ebony with very little plywood involved.
(For those of you wondering, there's a good Greene and Greene inspired desk here:
http://www.furnituremaker.com/)