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.:

US 11170321 B1

PDF
Full Text
Expired
Date of Patent:
Nov. 09, 2021

Filed:

Dec. 03, 2018
Applicant:

Fujitsu Limited, Kawasaki, JP;

Inventor:

Tsutomu Ishida, Kawasaki, JP;

Assignee:

FUJITSU LIMITED, Kawasaki, JP;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 3/04 (2006.01); G06F 17/18 (2006.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 17/18 (2013.01); G06N 3/04 (2013.01); G06N 3/084 (2013.01);
Abstract

A non-transitory computer-readable storage medium storing a program that causes a computer to execute a process, the process includes learning a learning model using a first training data group obtained by excluding a test data group from a plurality of training data items; calculating prediction accuracy of the learning model using the test data group; and when the prediction accuracy satisfies the predetermined requirement, learning an error prediction model for determining whether an error of a value predicted by the learning model satisfies a predetermined requirement, by using a second training data group obtained by excluding the test data group and the first training data group from the plurality of training data items.


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Ishida, Tsutomu. (2021). Learning method, prediction method, learning device, predicting device, and storage medium (U.S. Patent No. 11170321). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11170321

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