He was always human, but his face changed drastically by the liberation of his true dark side power. The man got lots of wrinkels, lost his eyebrows and the humidity of his face.
He also was supposed to lose height and weight with age; in rotj he must be in his eightees.
According to SW cannon he is classified human; as in the cardback of potf2 Emperor Palpatine with walking stick.