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:
Nov. 16, 2021

Filed:

Dec. 30, 2016
Applicant:

Dassault Systemes, Velizy Villacoublay, FR;

Inventor:

Xavier Grehant, Colombes, FR;

Assignee:

DASSAULT SYSTEMES, Velizy Villacoublay, FR;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 16/2455 (2019.01); G06F 16/35 (2019.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 16/2455 (2019.01); G06F 16/35 (2019.01);
Abstract

A computer-implemented method for assessing a potential divergence of an outcome predicted by a machine learning system including training a model on a first set of observations, each observation being associated with a target value, randomly generating a second set of observations, applying the trained model to the second set thereby obtaining a target value associated with each observation of the second set, indexing the first and second sets of observations and their associated target values into an index, receiving a first query allowing a selection of a subset of the first and second sets of observations, generating a second query, generating a third query that comprises the first query and an additional constraint, querying the index using the second and third queries, and returning a response to the second and third queries.


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Grehant, Xavier. (2021). Evaluation of a training set (U.S. Patent No. 11176481). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11176481

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