Since Ocelots were introduced into Minecraft before the Cat, players will commonly mistake the two. These cute mobs also have extremely similar mechanics, furthering the confusion.

MC -- My Cat -- is so named because he picked Lynne Hutchings of Olmsted Falls to be his person.