US Patent Issued to International Business Machines on June 10 for "Generating balanced train-test splits for machine learning" (Israeli Inventors)

ALEXANDRIA, Va., June 18 -- United States Patent no. 12,327,398, issued on June 10, was assigned to International Business Machines Corp. (Armonk, N.Y.).

"Generating balanced train-test splits for machine learning" was invented by Simona Rabinovici-Cohen (Haifa, Israel), Ella Barkan (Haifa, Israel) and Tal Tlusty Shapiro (Zichron Yaacov, Israel).

According to the abstract* released by the U.S. Patent & Trademark Office: "An embodiment for generating balanced train-test splits for machine learning analysis. The embodiment may automatically extract low-level features and high-level features from a series of received datasets. The embodiment may automatically determine a series of impactful features for each of the received datasets correlat...