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. 11, 2026
Filed:
Dec. 08, 2022
Genpact Usa, Inc., New York, NY (US);
Hitesh Para, Mynampadu, IN;
Meenakshi Sundaram Murugeshan, Bangalore, IN;
Sreekanth Menon, Bangalore, IN;
Prakash Selvakumar, Bangalore, IN;
Genpact USA, Inc., New York, NY (US);
Abstract
The disclosure relates to a method for receiving labelled data from data sources; generating a plurality of segments from the labelled data using tokenizers, wherein each of the segments is associated with one or more classes, and wherein the plurality of segments comprises a sub-plurality of unique segments; calculating an entropy value for each of the sub-plurality of unique segments; for each class, generating one or more rules based on each of the segments associated with the class and the entropy value of each such segment; and combining the generated one or more rules with a model to improve prediction performance of the model. The labelled data is input data for a classifier model to form predictions and false positives are extracted from the predictions. The model explainability techniques and the false positives are used to create additional rule.