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:
Jan. 28, 2025
Filed:
Nov. 16, 2018
Sap SE, Walldorf, DE;
Karthik S J, San Mateo, CA (US);
Amy He, Redwood City, CA (US);
Prajesh K, Mattanur, IN;
Georg Glantschnig, Los Altos, CA (US);
Riya Thosar, Fremont, CA (US);
Arjun Karat, Santa Clara, CA (US);
Yann Le Biannic, Suresnes, FR;
Jing Ye, Palo Alto, CA (US);
Subhobrata Dey, Mountain View, CA (US);
Prerna Makanawala, Mountain View, CA (US);
Xiaoqing He, Palo Alto, CA (US);
SAP SE, Walldorf, DE;
Abstract
A method of improving usability and transparency of machine-learning aspects of applications providing various types of services is disclosed. Based on a request submitted through an administrative user interface, a data readiness check is performed on underlying data associated with the application. Based on a successful completion of the data readiness check, a configuration file is retrieved from an application server. The configuration file specifies a plurality of keys for generating a machine-learned model for the application. The machine-learned model is trained based on the plurality of keys specified in the configuration file. The machine-learned model is selected from a plurality of machine-learned models based on dry runs of the each of the plurality of models. The machine-learned model is activated with respect to the application. Scores are identified from the underlying data items based on the selected machine-learned model.