This package provides functionality to minimize mode line. Basically it will make mode line look like a straight line, you can invoke method toggle-slim-modeline or make a keybinding for it.
(global-set-key (kbd "C-x f") 'toggle-slim-modeline) ; "C-x f" means full-screen. :)