ALEXANDRIA, Va., July 3 -- United States Patent no. 12,346,800, issued on July 1, was assigned to Ford Global Technologies LLC (Dearborn, Mich.).
"Meta-feature training models for machine learning algorithms" was invented by Hassan Fayez Amad (Dearborn, Mich.).
According to the abstract* released by the U.S. Patent & Trademark Office: "A system and method are described herein for training and evaluating machine learning models trained using large complex datasets in an efficient manner. The systems enable methods for training a first model and generating predictions using the first trained model. The predictions and a portion of the data may be used to train a second model and generate predictions as an output of the second model. The fir...