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:
Dec. 02, 2025
Filed:
Nov. 29, 2022
Business Objects Software Ltd, Dublin, IE;
Paul O′Hara, Dublin, IE;
Business Objects Software LTD, Dublin, IE;
Abstract
A system may obtain a plurality of historical feature contribution score (FCS) datasets, each historical FCS dataset comprising a first plurality of feature contribution scores and a size of the historical FCS dataset. The system may apply default feature contribution category classification (FCCC) parameters to the plurality of historical FCS datasets and may optimize the default FCCC parameters to produce a plurality of optimized FCCC parameters. The system may produce a training dataset comprising the optimized FCCC parameters and use the training dataset to train a machine learning model to apply the category classification labels. The system may apply the new FCS dataset to the machine learning model, the new FCS dataset comprising a second plurality of feature contribution scores and a size of the new FCS dataset, and provide the category classification labels for the new FCS dataset to a user interface.