US Patent Issued to INTERNATIONAL BUSINESS MACHINES on March 3 for "Machine learning classifiers prediction confidence and explanation" (New York Inventors)

ALEXANDRIA, Va., March 3 -- United States Patent no. 12,566,983, issued on March 3, was assigned to INTERNATIONAL BUSINESS MACHINES Corp. (Armonk, N.Y.).

"Machine learning classifiers prediction confidence and explanation" was invented by Qingzi Liao (White Plains, N.Y.), Yunfeng Zhang (Chappaqua, N.Y.) and Rachel Katherine Emma Bellamy (Bedford, N.Y.).

According to the abstract* released by the U.S. Patent & Trademark Office: "A method, a computer system, and a computer program product for generating explanations for different confidence levels of machine learning classifiers is provided. Embodiments of the present invention may include obtaining a dataset. Embodiments of the present invention may include training a first classifier usin...