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:
Jun. 10, 2025
Filed:
Jul. 24, 2023
Sap SE, Walldorf, DE;
Jacques Doan Huu, Montigny le Bretonneux, FR;
SAP SE, Walldorf, DE;
Abstract
Systems and methods include determination of a dataset comprising a plurality of instances, each instance comprising a value of each of a plurality of input variables and of a target variable, where the values of the target variable comprise a plurality of categories, determination of two or more infrequent categories of the plurality of categories from the dataset, determination of two or more non-separable categories from the two or more infrequent categories based on the dataset, changing of occurrences of the two or more non-separable categories within the dataset to a single category to generate a modified dataset, and training of a classifier to output a value of the target variable based on the modified dataset.