US Patent Issued to NEC Corporation Of America on May 26 for "Detection of data drift for a ML model" (Israeli Inventors)

ALEXANDRIA, Va., May 26 -- United States Patent no. 12,639,630, issued on May 26, was assigned to NEC Corporation Of America (Herzlia, Israel).

"Detection of data drift for a ML model" was invented by Yaacov Hoch (Ramat-Gan, Israel) and Maya Cohen Maimon (Holon, Israel).

According to the abstract* released by the U.S. Patent & Trademark Office: "There is provided a computer implemented method of detecting data drift for changing a machine learning (ML) model, comprising: monitoring a target input dataset for being fed into the ML model, extracting a plurality of target candidate features from the target input dataset, applying a feature selection process for selecting a target subset of the plurality of target candidate features, accessin...