Invention Grant
- Patent Title: Adaptive junk message filtering system
- Patent Title (中): 自适应垃圾邮件过滤系统
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Application No.: US10374005Application Date: 2003-02-25
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Publication No.: US07249162B2Publication Date: 2007-07-24
- Inventor: Robert L. Rounthwaite , Joshua T. Goodman , David E. Heckerman , John C. Platt , Carl M. Kadie
- Applicant: Robert L. Rounthwaite , Joshua T. Goodman , David E. Heckerman , John C. Platt , Carl M. Kadie
- Applicant Address: US WA Redmond
- Assignee: Microsoft Corporation
- Current Assignee: Microsoft Corporation
- Current Assignee Address: US WA Redmond
- Agency: Amin, Turocy & Calvin, LLP
- Main IPC: G06F15/16
- IPC: G06F15/16

Abstract:
The invention relates to a system for filtering messages—the system includes a seed filter having associated therewith a false positive rate and a false negative rate. A new filter is also provided for filtering the messages, the new filter is evaluated according to the false positive rate and the false negative rate of the seed filter, the data used to determine the false positive rate and the false negative rate of the seed filter are utilized to determine a new false positive rate and a new false negative rate of the new filter as a function of threshold. The new filter is employed in lieu of the seed filter if a threshold exists for the new filter such that the new false positive rate and new false negative rate are together considered better than the false positive and the false negative rate of the seed filter.
Public/Granted literature
- US20040167964A1 Adaptive junk message filtering system Public/Granted day:2004-08-26
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