How do I stop computer from randomly turning on?

Episode 947 (2:22:50)

Nathan from Skype

Nathan has a computer that randomly turns on. Leo says that when he first boots up, if he's gone into his BIOS setup and selected "wake on LAN," it'll turn on. There may also be a scheduled turn on in the BIOS or even wake on keyboard or mouse.