US Patent Issued to Microsoft Technology Licensing on Feb. 24 for "Root cause pattern recognition based model training" (Washington Inventors)

ALEXANDRIA, Va., Feb. 24 -- United States Patent no. 12,561,194, issued on Feb. 24, was assigned to Microsoft Technology Licensing LLC (Redmond, Wash.).

"Root cause pattern recognition based model training" was invented by Allison Mae Giddings (Bellevue, Wash.), Mo Zhou (Medina, Wash.) and Dong Yuan (Bellevue, Wash.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Examples provide a system and method for retraining a machine learning (ML) algorithm associated with a trained model using root cause pattern recognition. The system analyzes the results of parsing unstructured data and identifies a root cause pattern causing the trained model to underperform when parsing data including the identified pattern. Examp...