I have one of these screwed to the wall in my pantry when I harvest potatoes I turn 1/2 of them into french fries that I have blanched in oil then spread on sheet trays to cool then freeze. I vacuu bag them in serving size bags and they keep for a year.
That cutter should handle sweet potato no problem, mounted to the wall you can apply a LOT of force.