Patents by Inventor Mohammad Hindi Bataineh

Mohammad Hindi Bataineh has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Determining high impact features for a prediction of a machine learning model
    Patent number: 11481647
    Abstract: A system trains a machine learning based model to predict the likelihood of an outcome for an entity, for example, a user. The system determines, for a particular prediction for a user, impact scores that indicate how each feature of the user impacted the prediction for that user. The feature impact scores are ranked to select features for the user that had the highest impact on the prediction. The system generates a description for the high impact features and provides the description, for example, for display via a user interface.
    Type: Grant
    Filed: March 13, 2020
    Date of Patent: October 25, 2022
    Assignee: Humana Inc.
    Inventors: Mohammad Hindi Bataineh, Harpreet Singh