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. 08, 2026
Filed:
Jan. 05, 2022
International Business Machines Corporation, Armonk, NY (US);
International Business Machines Corporation, Armonk, NY (US);
Abstract
The classifier of an artificial intelligence model is trained by mapping output values in a final run of a training phase, measuring dense data portion and sparse data portion of a data plot produced by the training phase by identifying outputs near edges of the data plot and extracting the curve patterns as linear functions in the dense areas of the output; obtaining a fractal function base set of patterns from the linear functions provided by the dense areas of the output; applying the fractal function base set of patterns from the dense areas of the output to the sparse data portion of the data plot; and training the artificial intelligence model using the data plot including the dense areas of the output and the sparse data portion of the data plot that has been fit to the data curve using the fractal function base set of patterns.