This causes me no end of confusion everytime I try to "quickly" fire up a VM to try something out, so I am leaving some notes in cause anyone else has the same problem. 

1. When selecting an OS click Skip Detection rather than Continue.

2. Select Custom as the Virtual Machine Type.

This will stop the unhelp error Unable to create the Unattended.iso disc image.