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US Patent 7016881 Method for boosting the performance of machine-learning classifiers

Patent 7016881 was granted and assigned to Microsoft on March, 2006 by the United States Patent and Trademark Office.

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Patent attributes

Current Assignee

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Patent Jurisdiction

United States Patent and Trademark Office

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Patent Number

Patent Inventor Names

ZhenQiu Zhang0

Long Zhu0

ZiQing Li0

Date of Patent

March 21, 2006

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Patent Application Number

110672840

Date Filed

February 25, 2005

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Patent Citations Received

US Patent 11836650 Artificial intelligence engine for mixing and enhancing features from one or more trained pre-existing machine-learning models

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US Patent 11842172 Graphical user interface to an artificial intelligence engine utilized to generate one or more trained artificial intelligence models

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US Patent 11868896 Interface for working with simulations on premises

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US Patent 11841789 Visual aids for debugging

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Patent Primary Examiner

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Patent abstract

A novel statistical learning procedure that can be applied to many machine-learning applications is presented. Although this boosting learning procedure is described with respect to its applicability to face detection, it can be applied to speech recognition, text classification, image retrieval, document routing, online learning and medical diagnosis classification problems.

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