In a Google+ hangout, one of the questions asked to John Mueller of Google was about the change of address tool.

Currently it does not support the ability to move a subdomain to a new domain. The question was asked at 46:57 minutes into the hangout.

John answered:

That would be a nice for Google to support.

Here is the video:

Forum discussion at Google+.