You can uninstall or removes an installed argonaut-common package itself from Ubuntu 16.10 (Yakkety Yak) through the terminal,
$ sudo apt-get remove argonaut-common
If you would like to remove argonaut-common and it's dependent packages which are no longer needed from Ubuntu,
$ sudo apt-get remove --auto-remove argonaut-common
If you use with purge options to argonaut-common package all the configuration and dependent packages will be removed.
$ sudo apt-get purge argonaut-common
If you use purge options along with auto remove, will be removed everything regarding the package, It's really useful when you want to reinstall again.
$ sudo apt-get purge --auto-remove argonaut-common