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:
Sep. 02, 2025
Filed:
Sep. 06, 2022
Applicant:
Early Warning Services, Llc, Scottsdale, AZ (US);
Inventor:
Jack Kohoutek, Scottsdale, AZ (US);
Assignee:
Early Warning Services, LLC, Scottsdale, AZ (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06Q 20/40 (2012.01); G06F 18/214 (2023.01); G06F 18/23213 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06Q 20/4016 (2013.01); G06F 18/214 (2023.01); G06F 18/23213 (2023.01); G06N 20/00 (2019.01);
Abstract
A method of generating an input for a machine learning algorithm may include collecting data records. Each data record may include a plurality of categories of data. The method may include using vector quantization to partition the plurality of data records into a plurality of groupings. Each of the groupings may be based on one or more of the plurality of categories of data. The method may include generating a correlation score for each of the plurality of groupings. The correlation score may be indicative of whether a particular group is indicative of a given outcome.