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.
Patent No.:
Date of Patent:
Sep. 16, 2025
Filed:
Jul. 09, 2020
International Business Machines Corporation, Armonk, NY (US);
Arun Kwangil Iyengar, Yorktown Heights, NY (US);
Jeffrey Owen Kephart, Corlandt Manor, NY (US);
Dhavalkumar C. Patel, White Plains, NY (US);
Dung Tien Phan, Pleasantville, NY (US);
Chandrasekhara K. Reddy, Kinnelon, NJ (US);
International Business Machines Corporation, Armonk, NY (US);
Abstract
Techniques for model evaluation and selection are provided. A plurality of models trained to generate predictions at each of a plurality of intervals is received, and a plurality of model ensembles, each specifying one or more of the plurality of models for each of the plurality of intervals, is generated. A test data set is received, where the test data set includes values for at least a first interval of the plurality of intervals and does not include values for at least a second interval of the plurality of intervals. A first model ensemble, of the plurality of model ensembles, is selected based on processing the test data set using each of the plurality of model ensembles.