Pica is classified as an eating disorder characterized by persistent craving and consumption of non-food items like dirt, chalk, ice, or paper. It is not a sexual disorder (involves sexual behavior), emotional disorder (mood-related), or social-affective disorder (relating to social interactions and emotions).