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. 08, 2024
Filed:
Apr. 19, 2023
Capital One Services, Llc, McLean, VA (US);
Fardin Abdi Taghi Abad, Seattle, WA (US);
Reza Farivar, Champaign, IL (US);
Vincent Pham, Champaign, VA;
Kenneth Taylor, Champaign, IL (US);
Mark Watson, Sedona, AZ (US);
Jeremy Goodsitt, Champaign, IL (US);
Austin Walters, Savoy, IL (US);
Anh Truong, Champaign, IL (US);
CAPITAL ONE SERVICES, LLC, Mclean, VA (US);
Abstract
A method for generating a dual-class dataset is disclosed. A single-class dataset and a context dataset are obtained. The context dataset can be labeled. A model can be trained using the combination of the single-class dataset and the labeled context dataset. The model can be run on the context dataset. The data points that are classified the same as the data points included in the single-class dataset, can be removed from the labeled context dataset and added to the single-class dataset. These steps can be repeated until no data points are classified by the model.