ALEXANDRIA, Va., April 7 -- United States Patent no. 12,596,634, issued on April 7, was assigned to International Business Machines Corp. (Armonk, N.Y.).
"Testing a machine learning model" was invented by Daniel Jakub Ryszka (Cracow, Poland), Lukasz G. Cmielowski (Cracow, Poland), Jan Soltysik (Cracow, Poland) and Szymon Kucharczyk (Cracow, Poland).
According to the abstract* released by the U.S. Patent & Trademark Office: "A method for generating tests of a machine learning (ML) engine includes determining a feature space of the set of configuration parameters of at least part of initial test cases of the ML engine. One or more areas of low coverage may be identified in the feature space. A configuration of a new test case may be defined...