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.

Date of Patent:
Aug. 02, 2022

Filed:

Jun. 26, 2019
Applicant:

Amdocs Development Limited, Limassol, CY;

Inventors:

Ofer Hermoni, Tenafly, NJ (US);

Eyal Felstaine, Herzliya, IL;

Shmuel Ur, Shorashim, IL;

Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 7/00 (2006.01);
U.S. Cl.
CPC ...
G06N 7/005 (2013.01); G06N 20/00 (2019.01);
Abstract

A system, method, and computer program product are provided for validating artificial intelligence models. In operation, a data set is obtained. At least one first artificial intelligence (AI) model on the data set is run, for a first time period, to output first predictions. Additionally, at least one second AI model on the data set is run, for a second time period that is less than the first time period, to output second predictions. A first probability of the first predictions and an error of the second predictions are calculated. Further, a second probability of the first predictions is calculated based on the first probability and the error. A representative AI model of the at least one first AI model is selected based on the second probability.


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