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:
Oct. 13, 2026

Filed:

Jul. 11, 2024
Applicant:

Synchrony Bank, Stamford, CT (US);

Inventors:

Amitabha Das, Naperville, IL (US);

Akhil Sajitha Sreehari, Chicago, IL (US);

Tianyue Mao, Palo Alto, CA (US);

Kexuan Zou, Stamford, CT (US);

Assignee:

Synchrony Bank, Stamford, CT (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 20/40 (2012.01); G06F 18/2413 (2023.01); G06N 20/00 (2019.01); G06Q 20/20 (2012.01); G06Q 20/38 (2012.01);
U.S. Cl.
CPC ...
G06Q 20/4016 (2013.01); G06F 18/2413 (2023.01); G06N 20/00 (2019.01); G06Q 20/20 (2013.01); G06Q 20/382 (2013.01);
Abstract

A classification modeling system receives a request to identify a classification model from a set of classification models. The request includes a data set and specifies one or more metrics for evaluating performance of the set of classification models in classifying data from the data set. The system uses the set of classification models to generate a set of classifications and determines the performance of the set of classification models based on the set of classifications and according to the one or more metrics. Based on the performance of the set of classification models, the system selects a classification model and provides the classification model to fulfill the request.


Find Patent Forward Citations

Das, Amitabha. (2026). Systems and methods for generating models for classifying imbalanced data (U.S. Patent No. 12762565). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12762565

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

Loading…