US Patent Issued to Allstate Insurance on April 21 for "Machine learning platform for dynamic device and sensor quality evaluation" (Illinois Inventor)

ALEXANDRIA, Va., April 21 -- United States Patent no. 12,607,473, issued on April 21, was assigned to Allstate Insurance Co. (Northbrook, Ill.).

"Machine learning platform for dynamic device and sensor quality evaluation" was invented by Nicholas Solano (Northbrook, Ill.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Aspects of the disclosure relate to computing platforms that utilize improved machine learning techniques for dynamic device quality evaluation. A computing platform may receive driving data from a mobile device. Using the driving data, the computing platform may compute a plurality of driving metrics, which may include: a geopoint expectation rate score, a trips per day rank score, a consecutiv...