If you are fighting against some one or something that uses Morale replenishment (Herja, Ezwkiiel, or though sets of 6 equipment) then Skill Defense is better because they opposing heroes will rarely do physical attacks unless you are using morale drainers. In other words, there is no one answer. It depends on the situation.