Senter was the son of a wealthy family from Houghton, Michigan. His father, John Senter was a native of New Hampshire and a commercial merchant. His mother, Lizzie Senter, was a native of New York. At the time of the 1880 United States Census, Senter was living in Houghton with his parents, an older sister (Nattie), and an older brother (Albert W.).