US Patent Issued to Capital One Services on Feb. 24 for "Methods and arrangements to identify feature contributions to erroneous predictions" (Virginia Inventors)

ALEXANDRIA, Va., Feb. 24 -- United States Patent no. 12,561,570, issued on Feb. 24, was assigned to Capital One Services LLC (McLean, Va.).

"Methods and arrangements to identify feature contributions to erroneous predictions" was invented by Nanda Kumar Trichy Rajarathinam (McLean, Va.), Evan Engel (McLean, Va.), Madhav Khosla (McLean, Va.), Leela Prabhu (McLean, Va.) and Kevin Wu (McLean, Va.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Logic may identify feature contributions to erroneous predictions by predictive models. Logic may provide a set of two or more models. Each model may train based on a training dataset and test based on a testing dataset and two or more models may be unique. Logic may test ...