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:
May. 19, 2026
Filed:
Mar. 21, 2022
International Business Machines Corporation, Armonk, NY (US);
Xiao Ming MA, Xi'an, CN;
Si Er Han, Xi'an, CN;
Xue Ying Zhang, Xi'An, CN;
Wen Pei Yu, Xi'An, CN;
Jing Xu, Xi'An, CN;
Jing James Xu, Xi'An, CN;
Lei Gao, Xi'An, CN;
A Peng Zhang, Xi'An, CN;
International Business Machines Corporation, Armonk, NY (US);
Abstract
Examples described herein provide a computer-implemented method that includes determining a kernel width for the machine learning model. The method further includes building a local interpretable linear model using the kernel width. The method further includes computing a contribution and confidence for a feature of the local interpretable linear model. The method further includes updating the local interpretable linear model to generate a final model and computing an overall confidence for the final model.