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:
May. 16, 2023

Filed:

Mar. 22, 2016
Applicant:

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

Inventors:

Vittorio Castelli, Croton on Hudson, NY (US);

Radu Florian, Danbury, CT (US);

Taesun Moon, Scarsdale, NY (US);

Avirup Sil, Ossining, NY (US);

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 20/20 (2019.01); G06F 16/332 (2019.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 16/3326 (2019.01); G06N 20/20 (2019.01);
Abstract

A method and system are provided for combining models. The method includes forming, by a computer having a processor and a memory, model pairs from a model ensemble that includes a plurality of models. The method further includes comparing the model pairs based on sets of output results produced by the model pairs to provide comparison results. The method also includes constructing, by the computer, a combination model from at least one of the model pairs based on the comparison results. The comparing step is performed using user-generated set-based feedback.


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