The navigation has to show on all of your pages or none of them. While you can remove a page from the navigation, a navigation menu will still appear on that page if there are other pages in the menu.
If you wish, you can create your own navigation menu and customize your menu for each page. For information on how to create your own custom menu, please visit this link.