Feature Deploy Error

Recently I got a strange error when deploying a new feature:
Required tag 'http://schemas.microsoft.com/sharepoint/:Feature' is missing from XML file

After quite a bit of analysis I realized the following feature definition property was missing:
xmlns="http://schemas.microsoft.com/sharepoint/"