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:
May. 20, 2025
Filed:
Jun. 22, 2023
Roku, Inc., San Jose, CA (US);
Sayan Maity, Sunnyvale, CA (US);
Christopher Carl Underwood, Campbell, CA (US);
Beth Teresa Logan, Cambridge, MA (US);
Sreeram Srinivasan, Santa Clara, CA (US);
Shanshan Tuo, San Jose, CA (US);
Pradeep Reddy, San Jose, CA (US);
Vijay Anand Raghavan, Newton, MA (US);
Raviteja Gunda, Austin, TX (US);
Shih-Ting Liu, San Jose, CA (US);
Thong Le Nguyen, San Jose, CA (US);
Roku, Inc., San Jose, CA (US);
Abstract
A method may include determining a combination of values of attributes represented by reference data associated with payment transaction by training a machine learning model based on an association between (i) respective values of the attributes and (ii) the payment transactions having a given result. The combination may be correlated with having the given result. The method may also include selecting a subset of the payment transactions that is associated with the combination of values. The method may additionally include determining a first rate at which payment transactions of the subset have the given result during a first time period and a second rate at which one or more payment transactions associated with the combination have the given result during a second time period, and generating an indication that the two rates differ.