US Patent Issued to Oracle International on July 22 for "Augmented training set or test set for improved classification model robustness" (American, Indian Inventors)

ALEXANDRIA, Va., July 23 -- United States Patent no. 12,367,354, issued on July 22, was assigned to Oracle International Corp. (Redwood Shores, Calif.).

"Augmented training set or test set for improved classification model robustness" was invented by Naveen Jafer Nizar (Chennai, India) and Ariel Gedaliah Kobren (Cambridge, Mass.).

According to the abstract* released by the U.S. Patent & Trademark Office: "A target set of texts, for training and/or evaluating a text classification model, is augmented using insertions into a base text within the original target set. In an embodiment, an expanded text, including the base text and an insertion word, must satisfy one or more inclusion criteria in order to be added to the target set. The inclus...