The rubber feet on my unit didn't come off easily. I tried a heat gun but the 2 of the 4 feet were destroyed in the process. The instructions didn't provide any hints on what to do to remove the feet.
Note: In my case the feet didn't have any screws under them so I probably didn't need to remove th . . .