Balancing provenance and accuracy tradeoffs in data modeling

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United States of America Patent

PATENT NO 10394931
APP PUB NO 20160124907A1
SERIAL NO

14994492

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Abstract

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Generating a data model may include receiving a raw data set and generating a first repository based on a first set of features of the raw data set, a second repository having a second set of features based on an aggregation of features of the first repository, and a third repository having a third set of features based on the first and second features sets. The data model may be generated based on a tradeoff between accuracy and provenance of the model.

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Patent Owner(s)

  • INTERNATIONAL BUSINESS MACHINE CORPORATION

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Guttmann, Christian Melbourne, AU 5 13
Sun, Xing Zhi Beijing, CN 20 294

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