US Patent Issued to MICROSOFT TECHNOLOGY LICENSING on Aug. 18 for "Automatic thresholding for classification models" (Israeli Inventors)

ALEXANDRIA, Va., Aug. 18 -- United States Patent no. 12,711,203, issued on Aug. 18, was assigned to MICROSOFT TECHNOLOGY LICENSING LLC (Redmond, Wash.).

"Automatic thresholding for classification models" was invented by Oren Barkan (Tel Aviv, Israel), Avi Caciularu (Tel Aviv, Israel), Noam Koenigstein (Tel Aviv, Israel) and Nir Nice (Salit, Israel).

According to the abstract* released by the U.S. Patent & Trademark Office: "Embodiments are described for automatically generating threshold values based on a target metric value that specifies a desired precision or recall performance of an ML model. For instance, a trained ML model is executed against a data set using possible threshold values. Accuracy metric(s) of the ML model is determine...