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. 06, 2025
Filed:
Dec. 13, 2022
International Business Machines Corporation, Armonk, NY (US);
Wen Pei Yu, Xian, CN;
Xiao Ming Ma, Xi'an, CN;
Xue Ying Zhang, Xi'an, CN;
Si Er Han, Xi'an, CN;
Jing James Xu, Xi'an, CN;
Jing Xu, Xi'an, CN;
Jun Wang, Xi'an, CN;
International Business Machines Corporation, Armonk, NY (US);
Abstract
In an approach for post-modeling data visualization and analysis, a processor presents a first visualization of a training dataset in a first plot. Responsive to receiving a selection of a data group of the training dataset to analyze, a processor identifies three or fewer key model features of the data group of the training dataset. A processor ascertains a representative record of each key model feature of the three or fewer key model features using a Local Interpretable Model-Agnostic Explanation technique. A processor presents a second visualization of the three or fewer key model features and the representative record of each key model feature in a second plot.