US Patent Issued to Tata Consultancy Services on Oct. 6 for "Method and system for interpreting machine learning model's prediction" (Indian Inventors)

ALEXANDRIA, Va., Oct. 6 -- United States Patent no. 12,755,200, issued on Oct. 6, was assigned to Tata Consultancy Services Ltd. (Mumbai, India).

"Method and system for interpreting machine learning model's prediction" was invented by Mustafa Joherbhai Fatakdawala (Mumbai, India) and Kavita Suresh Parab (Mumbai, India).

According to the abstract* released by the U.S. Patent & Trademark Office: "This disclosure relates to field of machine learning. The outcome of the ML model translates to economic damage for a business. While the risk associated with outcome of ML model can be mitigated by interpreting/explanation each prediction of the ML model, interpreting ML models is challenging as ML models are built in dynamically changing complex ...