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Utility-Based Learning from Data, EPUB eBook

Utility-Based Learning from Data EPUB

Part of the Chapman & Hall/CRC Machine Learning & Pattern Recognition series

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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

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