Bull Party

Has any US president ever switched parties while serving as president. I mean officially switched parties not by appearances by the decision he made. I know Teddy Roosevelt formed the Progressive or Bull Moose party when he lost the Republican nomination to Taft. Maybe there is a need for another Bull party. Any nominations?