system unit
The main body of a computer, consisting of a plastic or metal enclosure, the motherboard, and (typically) internal disk drives, a power supply, cooling fans, and whatever circuit boards plugged into the mother board, such as a video card.
The system unit is occasionally referred to as the CPU, though this really means central processing unit.