The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Nov. 22, 2022

Filed:

Sep. 28, 2016
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Eric Bouillet, Dublin, IE;

Bei Chen, Dublin, IE;

Randall L. Cogill, Dublin, IE;

Thanh L. Hoang, Kildare, IE;

Marco Laumanns, Zurich, CH;

William K. Lynch, Limerick, IE;

Rahul Nair, Dublin, IE;

Pascal Pompey, Nanterre, FR;

John Sheehan, Dublin, IE;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 20/20 (2019.01); G06N 20/00 (2019.01); G06N 5/00 (2006.01);
U.S. Cl.
CPC ...
G06N 20/20 (2019.01); G06N 5/003 (2013.01); G06N 20/00 (2019.01);
Abstract

Embodiments for ensemble policy generation for prediction systems by a processor. Policies are generated and/or derived for a set of ensemble models to predict a plurality of target variables for streaming data such that the plurality of policies enables dynamic adjustment of the prediction system. One or more of the policies are updated according to one or more error states of the set of ensemble models.


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