ALEXANDRIA, Va., Sept. 30 -- United States Patent no. 12,430,401, issued on Sept. 30, was assigned to Wisconsin Alumni Research Foundation (Madison, Wis.).
"System for automatic error estimate correction for a machine learning model" was invented by Dane Morgan (Middleton, Wis.), Ryan Matthew Jacobs (Middleton, Wis.) and Glenn Palmer (Madison, Wis.).
According to the abstract* released by the U.S. Patent & Trademark Office: "A computing device computes curve descriptive values to correct an error estimate of a prediction. A predefined number of times, an input dataset is split into a training dataset and a validation dataset, a predictive model and a domain model are trained, the trained predictive model and the trained domain model are v...