Once you drive in the island you will be glad you're not on a moped, one because of the drivers down there and the other the weather, right now it's been raining almost every day. I will suggest to the airbnb as Rey mentioned. Look for a room to rent after you decided what part of the island you want to stay at. I think you will find a room easier to rent for a short time than a house.