Ella for Spam Control is the first Smart Inbox
Assistant which learns by example how to personally
organize and automate the processing of email messages
from within the Outlook or Outlook Express Inbox. By
using a Wizard and integrated training toolbar, users
simply provide Ella for Spam Control a few examples of
messages to keep in their Inbox, and messages to move
to "Later Reading" and "Spam" review folders. Ella
quickly learns the user-defined profiles and
automatically places all new messages in the
appropriate folders. The user can easily define new
personal classifications for processing actions,
converting these two classes into, for
example, "Engineering Matters" and "Personal
Correspondence". Ella's adaptive learning engine is
built on a high-performance associative memory
technology that observes user examples, then creates,
updates, and maintains a message classification model
unique to each individual. Over 100 attributes of the
user's example messages are analyzed and learned by
Ella in order to create the profile for the user-
defined message categories. As the user's class
definitions or preferences change, Ella adapts in
response to user actions as new messages are moved,
continuously refining the model of user's email
sorting behaviors.

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