ALEXANDRIA, Va., Dec. 31 -- United States Patent no. 12,511,298, issued on Dec. 30, was assigned to Fair Isaac Corp. (Minneapolis).
"Fast automatic explanation of scored observations" was invented by Scott Michael Zoldi (San Diego) and Gerald Fahner (Austin, Texas).
According to the abstract* released by the U.S. Patent & Trademark Office: "Systems and methods for generating concise explanations of scored observations that strike good, and computationally efficient, trade-offs between rank-ordering performance and explainability of scored observations are disclosed. The systems and methods described herein for explaining scored observations are based on a framework of partial dependence functions (PDFs), multi-layered neural networks (MNN...