You can uninstall or removes an installed emacs-mozc package itself from Ubuntu 16.10 (Yakkety Yak) through the terminal,
$ sudo apt-get remove emacs-mozc
If you would like to remove emacs-mozc and it's dependent packages which are no longer needed from Ubuntu,
$ sudo apt-get remove --auto-remove emacs-mozc
If you use with purge options to emacs-mozc package all the configuration and dependent packages will be removed.
$ sudo apt-get purge emacs-mozc
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 emacs-mozc