I got this error when trying to use the default SQLite settings.

I tried a number of things to fix it, but I believe the thing that fixed it was when I installed the "php5-sqlite" package out of Ubuntu's repositories. I had to restart Apache a few times as well.

This won't help if you want to use MySQL though.