There have been four games that I regret buying:
Sonic and the Secret Rings ~ The controls are absolutely terrible, made it pretty much unplayable. Party Mode is pretty fun though.
Catz ~ Don't ask me what was going through my mind when I purchased that shovelware. It was so boring...