The board voted four to two to rename James K. Polk Elementary to Central Elementary.
Polk was the country's 11th president and a known slaveowner who shared racist views.
Some called for the board to drop "James K." and just name the school "Polk."
Residents were able to fill out a survey online to give their input on the name change.
It is not known when the name change will officially go into effect.