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:
May. 21, 2024

Filed:

Jul. 11, 2022
Applicant:

Cerner Innovation, Inc., North Kansas City, MO (US);

Inventors:

Uttam Ramamurthy, Bangalore, IN;

Ashwin Chhetri, Darjeeling, IN;

Pankaj Saxena, Pune, IN;

Rahul Jain V, Bangalore, IN;

Assignee:

Cerner Innovation, Inc., Kansas City, MO (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/34 (2006.01); G06F 9/445 (2018.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 11/3495 (2013.01); G06F 9/44505 (2013.01); G06F 11/3428 (2013.01); G06N 20/00 (2019.01);
Abstract

Methods, systems, and computer-readable media are disclosed herein for a concurrent comparative tool for assessing sub-models of a data model pipeline in a deployed or pre-deployment environment. The tool may compute a plurality of performance measures that quantitatively assess the performance of each sub-model in the data model pipeline based on a configuration file that facilitates validation of the technological performance and predictive accuracy of the sub-model. Additionally, multiple versions of a sub-model deployed in similar data model pipelines, or in a pre-deployment environment, may be comparatively evaluated. A leading version of the sub-model may be identified and deployed.


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