Checking CD for defects is a useful Ubuntu tool used for checking cd-rom integrity. In this case, the tool will check Ubuntu installer for defects such as error or missing files which will lead to system unstable or installation error.
This is always happen to a lot of Linux users. The problem maybe because of files missing during downloading the iso image or failure happened during burning the cd-rom.
Make sure you run the test at least once before proceed the installation.