Check the setup copy for any corrupted file. Download the latest iso from site.
The current version of Ubuntu seems to be 12.04. Is there any reason you would like to install 11.10? Sometimes newer versions would have fixed any bugs in older versions.
As suggested by sandip above, download and try with the 12.04 version.