Patents by Inventor Senin J. Banga

Senin J. Banga 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).

  • ACCELERATED K-FOLD CROSS-VALIDATION
    Publication number: 20220292315
    Abstract: Models are k-fold cross-validated to determine how results of an analysis will generalize to an independent data set. By obtaining an inverse transformation of a set of residuals representative of a traditional repetitive train-then-test approach, models can be k-fold cross-validated in an accelerated manner to reduce computational cost and eliminate or substantially eliminate restrictions on the number of folds to include in the cross-validation.
    Type: Application
    Filed: March 11, 2021
    Publication date: September 15, 2022
    Applicant: Minitab, LLC
    Inventors: Senin J. Banga, Robert E. Kelly