Horton Park was named after Mr. Capers E. Horton, a prominent businessman in Hamilton in the late Nineteenth and early Twentieth Century.

Horton Park was used by the Wool Growers Association for their annual picnic. The park was named after Mr. Horton in recognition of his efforts and contributions to maintain the grounds.

The Lions Club Youth Center and Kiwanas Field are located in Horton Park.