US Patent Issued to Fair Isaac on Aug. 19 for "Attributing reasons to predictive model scores with local mutual information" (California Inventors)

ALEXANDRIA, Va., Aug. 20 -- United States Patent no. 12,393,877, issued on Aug. 19, was assigned to Fair Isaac Corp. (Minneapolis).

"Attributing reasons to predictive model scores with local mutual information" was invented by Matthew Bochner Kennel (San Diego) and Scott Michael Zoldi (San Diego).

According to the abstract* released by the U.S. Patent & Trademark Office: "Systems and methods for providing insights about a machine learning model are provided. The method includes, using training data to train the machine learning model to learn patterns to determine whether data associated with an event provides an indication that the event belongs to a certain class from among a plurality of classes, evaluating one or more features of the ...