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. 05, 2026

Filed:

Dec. 29, 2020
Applicant:

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

Inventors:

Francesco Fusco, Maynooth, IE;

Fearghal O'donncha, Aran Islands, IE;

Seshu Tirupathi, Dublin, IE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06F 16/901 (2019.01); G06F 16/908 (2019.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 16/9024 (2019.01); G06F 16/908 (2019.01);
Abstract

A computer-implemented method of generating a machine learning model pipeline ('pipeline') for a task, where the pipeline includes a machine learning model and at least one feature. A machine learning task including a data set and a set of first tags related to the task are received from a user. It is determined whether a database stores a first machine learning model pipeline correlated in the database with a second tag matching at least one first tag received from the user. Upon determining that the database stores the first machine learning model pipeline, the first machine learning model pipeline is retrieved, the retrieved first machine learning model pipeline is run, and the machine learning task is responded to. Pipelines may also be created based on stored pipelines correlated with a tag related to a tag in the task, or from received feature generator(s) and models.


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