Misracing

When you say the wrong race of someone

"You're Korean? I thought you were Chinese. Sorry for misracing you."

Misraced

1)To say someone is a certain race of color when not knowing their actual race.
2) Assuming someones race, not knowing what the persons actual race is.

“I misraced someone by assuming they were Chinese , when they were really Japanese ”