The show was held at the Convention Hall in KC:

Source: March 26th, 1930 AP wire previews of the fight. The Convention Hall is a KC venue built in 1900 and torn down in 1936. The fight was attended by 8000 people, in case there is doubt about there being multiple convention halls in the area.