Turn the Water Off
I don't unplug anything, but if I will be gone for more than a few days, I turn the water off. It is possible for the rubber hoses that connect to the washing machine to burst or the hot water heater could start to leak.
In the winter, if it gets cold enough for the pipes to freeze, you are better off with the water shut off.