I found this thread, but there was never a conclusion:
http://www.howtoforge.com/forums/showthread.php?t=34814
I also found in my bash history that I executed rm -rf /var/www/ispconfig, where I messed up in my installation command sequence.
Is there a way that it can be fixed without re-installing everything?