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Classification
==============
In Action
---------
Let's train on an existing tag `spam`:
.. code-block:: sh
$ afew --learn spam -- tag:spam
Let's build the reference category. This is important to reduce the
false positive rate. This may take a while...
.. code-block:: sh
$ afew --update-reference
And now let's create a new tag from an arbitrary query result:
.. code-block:: sh
$ afew -vv --learn sourceforge -- sourceforge
Let's see how good the classification is:
.. code-block:: sh
$ afew --classify -- tag:inbox and not tag:killed
Sergio López <slpml@sinrega.org> (2011-10-08) (bug-hurd inbox lists unread) --> no match
Patrick Totzke <reply+i-1840934-9a702d09342dca2b120126b26b008d0deea1731e@reply.github.com> (2011-10-08) (alot inbox lists) --> alot
[...]
As soon as you trained some categories, afew will automatically
tag your new mails using the classifier. If you want to disable this
feature, either use the `--enable-filters` option to override the default
set of filters or remove the files in your afew state dir:
.. code-block:: sh
$ ls ~/.local/share/afew/categories
alot juggling reference_category sourceforge spam
You need to update the category files periodically. I'd suggest to run
.. code-block:: sh
$ afew --update
on a weekly and
.. code-block:: sh
$ afew --update-reference
on a monthly basis.
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