Black-eyed peas are classified as a bean rather than a pea. While their name includes the term "pea," they are actually a type of legume belonging to the bean family. They are known for their distinct black dot or "eye" on their cream-colored skin, which gives them their name. Black-eyed peas are commonly used in various cuisines and are valued for their mild flavor and nutritional benefits.