ALEXANDRIA, Va., Nov. 18 -- United States Patent no. 12,475,194, issued on Nov. 18, was assigned to FUJITSU Ltd. (Kawasaki, Japan).
"Method and apparatus for training machine learning model using discretization" was invented by Takashi Kato (Setagaya, Japan), Keisuke Goto (Kawasaki, Japan) and Kotaro Ohori (Chuo, Japan).
According to the abstract* released by the U.S. Patent & Trademark Office: "With respect to training data records in which combinations of data item values of data items are individually associated with label information, the data item values are converted based on a criterion per data item into discretized data values. Training processing for training a model that receives the discretized data values as input and perform...