Well it did not work unfortunately.. I'm not exactly sure why, but this is the only message I got this morning when I left it running overnight. It was currently in the installing phase when I went to bed.
This morning I tried again, this time keeping an eye on it while it installed. It stayed at 31% for a while so I went to go make breakfast, when I came back I had the same message again.
A few things to mention, I have 80gb of free hard drive space, no cd/DVD in the drive, and I've unplugged all USB devices that could somehow interfere with it.
Also the windows 10 installer mentions that my computer may restart during the installation process, but I've noticed it doesn't appear to have restarted.