In the 18th and 19th century, European anthropologists used "Negroid" as part of a system of human racial classification.
They still do. I took a forensic anthropology course at Colorado State University in the mid 1990s. The textbook that was used for bone identification listed the three distinct types of skulls as "Negroid," "Mongoloid" and "Caucasoid."