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:
Nov. 11, 2025
Filed:
Oct. 14, 2019
Workday, Inc., Pleasanton, CA (US);
Kiran Prabhakara, Fremont, CA (US);
Arun Krishnaswamy, San Ramon, CA (US);
Venu Kasyap Tangirala, Mountain View, CA (US);
Changsheng Chen, Orinda, CA (US);
Roy Sturgeon, El Granada, CA (US);
Ganesh Rajaratnam, Fremont, CA (US);
Workday, Inc., Pleasanton, CA (US);
Abstract
A system for a prediction model includes an interface and a processor. The interface is configured to receive historical data. The processor is configured to determine hyperparameters based at least in part on a best model of N models; determine the prediction model by training using the hyperparameters on the historical data; determine detected anomalies based at least in part on an output of the prediction model; receive user feedback on the detected anomalies and undetected anomalies; and retrain the prediction model using the hyperparameters and based on the user feedback.