US Patent Issued to CAPITAL ONE SERVICES on Oct. 7 for "Systems and methods for providing a nearest neighbors classification pipeline with automated dimensionality reduction" (Texas Inventor)

ALEXANDRIA, Va., Oct. 8 -- United States Patent no. 12,436,940, issued on Oct. 7, was assigned to CAPITAL ONE SERVICES LLC (McLean, Va.).

"Systems and methods for providing a nearest neighbors classification pipeline with automated dimensionality reduction" was invented by Michael Langford (Plano, Texas).

According to the abstract* released by the U.S. Patent & Trademark Office: "Disclosed embodiments may include a system for providing a nearest neighbors classification pipeline with automated dimensionality reduction. The system may receive a dataset. The system may determine whether the dataset has a first dimensionality that exceeds a predetermined threshold. When dataset has a dimensionality that exceeds a predetermined threshold, the...