By default, the game is set to arcade resolution because it is an arcade port.
You can change this in the "WINDOW SIZE" option in the OPTION menu.
OFF (Full SCREEN)
x1.0 (640x480)
x1.5 (960x720)
x2.0 (1280x960)
Changing the screen size
Source: Steam Community (opens in a new tab)