Utility-Based Learning from Data
| By: | Craig Friedman; Sven Sandow |
| Publisher: | Taylor & Francis |
| Print ISBN: | 9780367452322 |
| eText ISBN: | 9781000738148 |
| Edition: | 1 |
| Copyright: | 2011 |
| Format: | Reflowable |
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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