Utility-Based Learning from Data

Download or read book Utility-Based Learning from Data written by Craig Friedman and published by CRC Press. This book was released on 2016-04-19 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: Utility-Based Learning from Data provides a pedagogical, self-contained discussion of probability estimation methods via a coherent approach from the viewpoint of a decision maker who acts in an uncertain environment. This approach is motivated by the idea that probabilistic models are usually not learned for their own sake; rather, they are used t