ALEXANDRIA, Va., April 9 -- United States Patent no. 12,271,797, issued on April 8, was assigned to BUSINESS OBJECTS SOFTWARE LTD (Dublin).
"Feature selection for model training" was invented by Louis Desreumaux (Levallois-Perret, France) and Jacques Doan Huu (Montigny le Bretonneux, France).
According to the abstract* released by the U.S. Patent & Trademark Office: "Systems and methods include determination of a first plurality of sets of data, each including values associated with respective ones of a first plurality of features, partial training of a first machine-learning model based on the first plurality of sets of data, determination of one or more of the first plurality of features to remove based on the partially-trained first ma...