US Patent Issued to Capital One Services on Feb. 10 for "Correlation-based dimensional reduction of synthesized features" (Texas Inventor)

ALEXANDRIA, Va., Feb. 11 -- United States Patent no. 12,547,938, issued on Feb. 10, was assigned to Capital One Services LLC (McLean, Va.).

"Correlation-based dimensional reduction of synthesized features" 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 comprising a first set of features and generating a second set of features based on the first set of features set by providing the first dataset to feature primitive stacks that respectively corresponds to features of the second set of features. The method further includes determining a reduced feature set based on the second set of features and a count of correlation va...