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. 20, 2023
Filed:
Jul. 22, 2019
Samsung Electronics Co., Ltd., Suwon-si, KR;
Jeong-Hoon Ko, Hwaseong-si, KR;
Jae-Jun Lee, Suwon-si, KR;
Seong-Je Kim, Seongnam-si, KR;
In Huh, Seoul, KR;
Chang-Wook Jeong, Hwaseong-si, KR;
SAMSUNG ELECTRONICS CO., LTD, Suwon-si, KR;
Abstract
A method of selecting a model of machine learning executed by a processor is provided. The method includes: receiving at least one data-set; configuring a configuration space for machine learning of the at least one data-set; extracting, from the at least one data-set, a meta-feature including quantitative information about the data-set; calculating performance of the machine learning for the at least one data-set based on a plurality of configurations included in the configuration space; executing meta-learning based on the meta-feature, the plurality of configurations, and the calculated performance; and optimizing the configuration space based on a result of executing the meta-learning.