US Patent Issued to Allstate Insurance on June 2 for "Intelligent systems and methods for monitoring a machine learning model" (Illinois Inventors)

ALEXANDRIA, Va., June 2 -- United States Patent no. 12,645,565, issued on June 2, was assigned to Allstate Insurance Co. (Northbrook, Ill.).

"Intelligent systems and methods for monitoring a machine learning model" was invented by Laura Leishman (Northbrook, Ill.), Sarah Marquesen (Northbrook, Ill.), Andrey Dovzhenok (Northbrook, Ill.), Vivian Lin (Northbrook, Ill.) and Mihaela Marcusanu (Northbrook, Ill.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Systems and methods for intelligent machine learning model monitoring may include executing statistical test(s) for metric(s) to determine whether at least one of data used or an output in each machine learning model is statistically similar to expectations bas...