US Patent Issued to Kyndryl on Sept. 15 for "Explainable classifications with abstention using client agnostic machine learning models" (New York, New Jersey Inventors)

ALEXANDRIA, Va., Sept. 15 -- United States Patent no. 12,737,585, issued on Sept. 15, was assigned to Kyndryl Inc. (New York).

"Explainable classifications with abstention using client agnostic machine learning models" was invented by Arun A. Ayachitula (Dobbs Ferry, N.Y.), Rohit Khandekar (Jersey City, N.J.) and Upendra Sharma (Hartsdale, N.Y.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Embodiments relate to providing explainable classifications with abstention using client agnostic machine learning models. A technique includes classifying, by a processor, a record with a label using a machine learning model, the machine learning model abstaining from classifying a given record in response to the given r...