The problem with editing the code is you will need to keep editing that code after every template update. It's better to find the CSS component and edit that.
Unfortunately I've been unable to successfully hide mine this way. It leaves the space blank but I havn't been able to get the space it took up to be smaller. If I find this I'll let you know.