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:
Apr. 04, 2023

Filed:

May. 24, 2021
Applicant:

Capital One Services, Llc, McLean, VA (US);

Inventors:

Xinyu Chen, McLean, VA (US);

Abhishek Shrivastava, McLean, VA (US);

Boryana Manz, McLean, VA (US);

Yingbo Li, McLean, VA (US);

Katelyn Ge, McLean, VA (US);

Jason Redd, McLean, VA (US);

Shubham Chitkara, McLean, VA (US);

Pothuraju Tallapaneni, McLean, VA (US);

Assignee:

Capital One Services, LLC, McLean, VA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/50 (2006.01); G06F 11/34 (2006.01); G06N 20/20 (2019.01);
U.S. Cl.
CPC ...
G06F 9/5027 (2013.01); G06F 11/3495 (2013.01); G06N 20/20 (2019.01);
Abstract

Some embodiments of the present application include obtaining first data from a data feed to be provided to a plurality of machine learning models and detecting a changepoint in the first data. In response to the changepoint being detected, a first machine learning model may be executed on the first data to obtain first output datasets. A first performance score for the first machine learning model may be computed based on the first output datasets. A second machine learning model may be caused to execute on the first data based on the first performance score satisfying a first condition.


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