Yes, save your local.config.php file, and make a backup of your database (just in case). Then delete all the files, and reupload everything. Then you can either reinstall, or restore your local.config.php. The installer won't overwrite anything in the database, but to be sure, just run the first step (you don't have to do the user setup)