US Patent Issued to The Toronto-Dominion Bank on Oct. 7 for "Visualizing feature variation effects on computer model prediction" (Canadian Inventors)

ALEXANDRIA, Va., Oct. 8 -- United States Patent no. 12,436,967, issued on Oct. 7, was assigned to The Toronto-Dominion Bank (Toronto).

"Visualizing feature variation effects on computer model prediction" was invented by Kin Kwan Leung (Toronto), Barum Rho (Toronto), Yaqiao Luo (Toronto), Valentin Tsatskin (Toronto), Derek Cheung (Toronto) and Kyle William Hall (Baltimore, Canada).

According to the abstract* released by the U.S. Patent & Trademark Office: "A model visualization system analyzes model behavior to identify clusters of data instances with similar behavior. For a selected feature, data instances are modified to set the selected feature to different values evaluated by a model to determine corresponding model outputs. The featur...