Yes. It is one safety measure to keep them from falling. These are heavy machines that if they land on anything, they crush it mercilessly. The impact with which they fall will also destroy them. Since the machine directly utilizes electricity, keeping it on a flat grounded surface cancels out any chances of electrocuting people around. Ensure that the surface is free from moisture and debris, and let the floor earth it.