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US Patent 8626682 Automatic data cleaning for machine learning classifiers

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Patent
Patent

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Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
8626682
Date of Patent
January 7, 2014
Patent Application Number
13046266
Date Filed
March 11, 2011
Patent Citations Received
‌
US Patent 12020130 Automated training and selection of models for document analysis
0
Patent Primary Examiner
‌
Jeffrey A. Gaffin
Patent abstract

Systems and techniques for improving the training of machine learning classifiers are disclosed. A classifier is trained using a set of validated documents that are accurately associated with a set of class labels. A subset of non-validated documents is also identified and is used to further train and improve accuracy of the classifier.

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