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. 29, 2021
Filed:
Nov. 21, 2017
Applicant:
Fair Isaac Corporation, Roseville, MN (US);
Inventors:
Scott Michael Zoldi, San Diego, CA (US);
Chahm An, Poway, CA (US);
Assignee:
Fair Isaac Corporation, Roseville, MN (US);
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2006.01); G06N 3/04 (2006.01); G06F 16/35 (2019.01); G06F 16/36 (2019.01); G06N 7/00 (2006.01); G06Q 20/40 (2012.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 16/35 (2019.01); G06F 16/367 (2019.01); G06N 3/0427 (2013.01); G06N 7/005 (2013.01); G06N 20/00 (2019.01); G06Q 20/40 (2013.01); G06Q 20/4016 (2013.01); G06N 3/084 (2013.01);
Abstract
A system and method to explain model behavior, which can benefit not only those seeking to meet regulatory requirements when using machine learning models but also help guide users of the model to assess and increase robustness associated with model governance processes. The method described utilizes changes in behavior of a time series to identify the latent factors that drive explanation.