That will only remove the shortcut to IE. It still exists on your HDD (hidden). There is no way you can completely remove IE, rather do not. Coz MS has tied IE to Windows. Fully installing IE (or manually deleting IE files) can break your Windows installation.
Is it possible to uninstall internet explorer 6? If yes,then how?