Rapid iterative development of classifiers

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United States of America Patent

PATENT NO 8849790
APP PUB NO 20100161652A1
SERIAL NO

12344132

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Abstract

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A classifier development process seamlessly and intelligently integrates different forms of human feedback on instances and features into the data preparation, learning and evaluation stages. A query utility based active learning approach is applicable to different types of editorial feedback. A bi-clustering based technique may be used to further speed up the active learning process.

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Patent Owner(s)

  • EXCALIBUR IP, LLC

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Bellare, Kedar Amherst, US 6 47
Merugu, Srujana Sunnyvale, US 21 439
Selvaraj, Sathiya Keerthi Cupertino, US 23 570

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