ALEXANDRIA, Va., March 24 -- United States Patent no. 12,585,969, issued on March 24, was assigned to Oracle International Corp. (Redwood Shores, Calif.).
"Generating confidence scores for machine learning model predictions" was invented by Matthew Charles Rowe (Bletchley, Great Britain), Alberto Polleri (London) and Rhys David Green (Cardiff, Great Britain).
According to the abstract* released by the U.S. Patent & Trademark Office: "Techniques for generating confidence scores for machine learning predictions are disclosed. The confidence score for a predicted label corresponding to a target data point is based at least in part on how well the machine learning model predicts labels for other data points that are similar to the target data...