It seems your config is set to /home/public_html/invoice/, is this correct?
I recommend using this guide: https://websiteforstudents.com/install-invoiceninja-on-ubuntu-16-04-lts-with-apache2-mariadb-and-php-7-1-support/
I have done a clean install, and used this guide to set it all up and it worked perfectly