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:
Jun. 09, 2026
Filed:
Jun. 25, 2021
International Business Machines Corporation, Armonk, NY (US);
Lukasz G. Cmielowski, Cracow, PL;
Szymon Kucharczyk, Cracow, PL;
Daniel Jakub Ryszka, Cracow, PL;
Thomas Parnell, Zürich, CH;
International Business Machines Corporation, Armonk, NY (US);
Abstract
A system may be configured to perform operations to select a machine learning model. The operations may include training machine learning models with training data of a training data set and obtaining a first value representing a first required runtime for training each machine learning model. The operations may include evaluating, based on the first value, a second value representing a second required runtime for training the machine learning model with a complete training data set. The operations may include calculating a final score for each machine learning model in a group of machine learning models, wherein the calculating is performed on a basis of the second values for the machine learning models, ranking the machine learning models based on the final score to obtain ranks, and selecting the machine learning model that has obtained a highest rank in the ranking.