Why did Cronus eat his children?

After he had killed his father, he became ruler and had six children with Rhea. Later he was informed that one of his kids would overthrow him like he did to his father. So to prevent it, he ate five of his children when Rhea was still pregnant with the last child Zeus. So she Feed him a stone instead of the baby and she sent Zeus off to be raised my a magical family.