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:
Jul. 22, 2025

Filed:

Dec. 13, 2021
Applicant:

Optum Services (Ireland) Limited, Dublin, IE;

Inventors:

Ciarán McKenna, Dublin, IE;

Eugene E. Farrell, County Galway, IE;

Kaj K. Poulsen, Corcoran, MN (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 18/22 (2023.01); G06F 18/211 (2023.01); G06F 18/2431 (2023.01); G06Q 30/0282 (2023.01);
U.S. Cl.
CPC ...
G06F 18/22 (2023.01); G06F 18/211 (2023.01); G06F 18/2431 (2023.01); G06Q 30/0282 (2013.01);
Abstract

There is a need to accurate and efficient feature selection. In one example, embodiments comprise, determining refined statically eligible feature category combinations and refined dynamically eligible feature category combinations. One or more refined eligible feature category combinations and a plurality of eligible feature combinations may be determined based at least in part on the refined statically eligible feature category combinations and the refined dynamically eligible feature category combinations. For each eligible feature combination, an aggregate distance score is determined. A refined feature combination is then determined based at least in part on each aggregate distance score. One or more action are performed based at least in part on the refined feature combination.


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