This is a direct reference to the most defining characteristic of marsupials: the pouch, a fold of skin on the abdomen of the mother, which serves as a safe haven and incubator for their young.
So, the name essentially means "pouched animal," aptly describing the unique feature that sets them apart from other mammals.