This page is about creating a certificate signed by CACert, you have to import the CACert root certificate in your trusted keystore to remove the warning (this operation is different for each devices and OS, so, no simple instructions).
If you really want to have remove the SSL warning without having to manually import a trusted CA, you have to get a certificate from a certificate vendor. You can try startssl for example, which signs certificates for free (single domain)