Linux iptables delete prerouting rule command

Originally published at: https://www.cyberciti.biz/faq/linux-iptables-delete-prerouting-rule-command/

I am a new Linux server sysadmin. I need to delete the PREROUTING rule. How do I delete the prerouting rule on Linux server?