ALEXANDRIA, Va., Oct. 28 -- United States Patent no. 12,450,525, issued on Oct. 21, was assigned to Kinaxis Inc. (Ottawa).
"Method and system for model auto-selection using an ensemble of machine learning models" was invented by Kanchana Padmanabhan (Toronto) and Brian Keng (Toronto).
According to the abstract* released by the U.S. Patent & Trademark Office: "A system and method for model auto-selection for a prediction using an ensemble of machine learning models. The method includes: receiving historical data, the historical data including previous outcomes of a plurality of events associated with a plurality of data categories; training candidate machine learning models with the historical data, each candidate machine learning model tr...