The file you created in this way will have the extension .ico. Copy the file to the
/joomla/templates/<your template> directory andname it favicon.ico.
My favicon is in another location
<link rel="shortcut icon" href="http://yoursite.com/templates/your_template/icon/favicon.ico" />