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:
Aug. 05, 2025
Filed:
Jan. 25, 2021
Paypal, Inc., San Jose, CA (US);
Roi Spoliansky, Ramat Yishay, IL;
Razi Fachar Eldeen, Haifa, IL;
PAYPAL, INC., San Jose, CA (US);
Abstract
Methods and systems are presented for a computer-based models enhancing by iteratively evaluating and modifying a computer-based model configured to perform data classifications. A model development system builds a computer-based model under an initial configuration. The model development system may evaluate the performance of the computer-based model under the initial configuration using a partial area under the curve technique. The model development system may re-configure the computer-based model under a different configuration. The different configuration may specify a different number of input parameters for the computer-based model, different input parameters, different hyper-parameters, and/or different weights assigned to the training data. The model development system may continue to re-configure the computer-based models under different configurations and evaluate the computer-based models under the different configurations to determine an optimal configuration for deploying the computer-based model.