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:
Feb. 10, 2026

Filed:

Sep. 26, 2022
Applicant:

Capital One Services, Llc, McLean, VA (US);

Inventor:

Michael Langford, Plano, TX (US);

Assignee:

Capital One Services, LLC, McLean, VA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/00 (2019.01); G06N 3/08 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 3/08 (2013.01);
Abstract

A method includes obtaining a first dataset comprising a first set of features and generating a second set of features based on the first set of features set by providing the first dataset to feature primitive stacks that respectively corresponds to features of the second set of features. The method further includes determining a reduced feature set based on the second set of features and a count of correlation values between features of the second set of features, wherein the correlation values satisfy a correlation threshold. The method further includes storing the reduced feature set in a database in association with the first set of features based on a determination that a second dataset comprising the reduced feature set satisfies a set of criteria.


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