Systems and techniques for predictive data analytics

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United States of America Patent

PATENT NO 9652714
SERIAL NO

15217626

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Systems and techniques for predictive data analytics are described. In a method for selecting a predictive model for a prediction problem, the suitabilities of predictive modeling procedures for the prediction problem may be determined based on characteristics of the prediction problem and/or on attributes of the respective modeling procedures. A subset of the predictive modeling procedures may be selected based on the determined suitabilities of the selected modeling procedures for the prediction problem. A resource allocation schedule allocating computational resources for execution of the selected modeling procedures may be generated, based on the determined suitabilities of the selected modeling procedures for the prediction problem. Results of the execution of the selected modeling procedures in accordance with the resource allocation schedule may be obtained. A predictive model for the prediction problem may be selected based on those results.

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Patent OwnerAddress
DATAROBOT INCONE INTERNATIONAL PLACE 5TH FLOOR BOSTON MA 02110

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Achin, Jeremy Boston, US 16 979
Conort, Xavier Singapore, SG 16 992
DeGodoy, Thomas Melrose, US 11 940
Owen, Timothy Watertown, US 12 876

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