US Patent Issued to Capital One Services on July 7 for "Chained feature synthesis and dimensional reduction" (Texas Inventor)

ALEXANDRIA, Va., July 7 -- United States Patent no. 12,675,745, issued on July 7, was assigned to Capital One Services LLC (McLean, Va.).

"Chained feature synthesis and dimensional reduction" was invented by Michael Langford (Plano, Texas).

According to the abstract* released by the U.S. Patent & Trademark Office: "A method includes obtaining a first dataset including a first feature set, generating a first set of feature values by providing the first dataset to a set of feature primitive stacks, and determining a reduced set of feature values based on the first set of feature values by dimensionally reducing features of the first set of feature values. The method further includes generating an intermediate set of feature values by provid...