My results vary from machine to machine. ME and alcohol worked great on one, but I also had excellent results with Krud Kutter, sprayed onto micro fiber rather than direct to play field.
Got the KK idea here on Pinside and its my first choice these days for various cleaning tasks. But, of course, always try these things on a less conspicuous area (such as under a play field plastic).