Why Didn't the Chinese Colonize America

For the vast majority of history, the Chinese civilization was vastly wealthier and more populous than Europe - yet somehow, it was the Europeans that got away with colonizing the Americas, right under the nose of the Chinese. So, why didn't the Chinese Empire colonize the Americas?