Pre-processing for data-driven model creation

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United States of America Patent

PATENT NO 10963790
APP PUB NO 20180314938A1
SERIAL NO

15582496

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Abstract

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A method includes receiving input that identifies one or more data sources and determining, based on the input, a machine learning problem type of a plurality of machine learning problem types supported by an automated model building (AMB) engine. The method also includes generating an input data set of the AMB engine based on application of one or more rules to the one or more data sources. The method further includes, based on the input data set and the machine learning problem type, initiating execution of the AMB engine to generate a neural network configured to model at least a portion of the input data set.

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Patent Owner(s)

  • SPARKCOGNITION, INC.

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Andoni, Sari Austin, US 19 128
Husain, Syed Mohammad Amir Georgetown, US 98 1641
Moore, Keith D Cedar Park, US 21 156

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