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. 08, 2025

Filed:

Oct. 05, 2021
Applicant:

Unitedhealth Group Incorporated, Minnetonka, MN (US);

Inventors:

Christopher A. Hane, Irvine, CA (US);

Vijay S. Nori, Roswell, GA (US);

Assignee:

UnitedHealth Group Incorporated, Minnetonka, MN (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/20 (2019.01); G06F 18/211 (2023.01); G06F 18/2115 (2023.01); G06F 18/245 (2023.01); G06F 18/27 (2023.01);
U.S. Cl.
CPC ...
G06N 20/20 (2019.01); G06F 18/211 (2023.01); G06F 18/245 (2023.01); G06F 18/2115 (2023.01); G06F 18/27 (2023.01);
Abstract

Various embodiments of the present invention provide methods, apparatus, systems, computing devices, computing entities, and/or the like for performing predictive data analysis with respect to categorical data objects. Certain embodiments of the present invention utilize systems, methods, and computer program products that perform predictive data analysis with respect to categorical data objects by utilizing at least one of predictive feature hierarchies, feature refinement routines, decision subsets of predictive features that are generated based at least in part on predictiveness measures for the predictive features, and/or the like.


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