System, method, and computer program product for filtering messages and training a classification module
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United States of America Patent
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May 15, 2012
Grant Date -
May 4, 2006
app pub date -
Oct 7, 2005
filing date -
Oct 7, 2004
priority date (Note) -
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Abstract
The present invention provides systems, methods, computer program products, and combinations and subcombinations thereof for filtering received messages. The invention includes a client system having filtering logic, a statistical classifier module, and a classifier database. The classifier module is automatically trained, without manual intervention, when the score generated by the classifier for a received message is inconsistent with a user-defined authoritative status indication. In addition, the classifier module is initialized using user-identified messages in a ratio representative of the ratio of non-spam to spam messages received by the user.
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