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:
Oct. 14, 2025
Filed:
Sep. 13, 2021
Fair Isaac Corporation, Roseville, MN (US);
Scott Michael Zoldi, San Diego, CA (US);
Jeremy Mamer Schmitt, Encinitas, CA (US);
Maria Edna Derderian, San Diego, CA (US);
Fair Isaac Corporation, Minneapolis, MN (US);
Abstract
Computer-implemented machines, systems and methods for providing insights about uncertainty of a machine learning model. A method includes determining an uncertainty value associated with a first machine learning model output of a first machine learning model. The method further includes generating a confidence interval for the first machine learning model output associated with an input. The method further includes switching, responsive to the uncertainty value satisfying a threshold, from the first machine learning model to a second machine learning model, the second machine learning model generating a second machine learning model output. The method further includes generating the second machine learning model. The method further includes providing, responsive to the switching, the machine learning output, the uncertainty value, the confidence interval, and the second machine learning output to a user interface.