ADFS certificate-based authentication using machine (not user) certificates

I have an environment running Windows 2012 R2 ADFS. We've set up certificate-based authentication using client certificates (user certificates) and it's working as expected. They would like to use machine certificates instead of user certificates for the certificate-based authentication. Is this possible and, if so, how do I do it?

Thanks!