Answer
Patrick Murphy, a Democrat, defeated Republican Allen West in the 2012 House race in Florida's 18th congressional district. The race was the most expensive House race that year, with over $15 million spent by both candidates. Murphy's victory was seen as an upset, as West was considered to be the front-runner.