How big is the iso before you transfer it to your USB drive? Because I had the same error and it was caused by a corrupt iso.
For me 7zip didn't extract it completely and gave me an iso of about 400MB, while it's supposed to be a 4.3GB iso. In that case you should extract the zip with Winrar or...