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Case-based Predictions: An Axiomatic Approach To Prediction, Classification And Statistical Learning
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Case-based Predictions: An Axiomatic Approach To Prediction, Classification And Statistical Learning (Hardback)

£114.00
Usually despatched in 14+ days.

Synopsis

The book presents an axiomatic approach to the problems of prediction, classification, and statistical learning. Using methodologies from axiomatic decision theory, and, in particular, the authors' case-based decision theory, the present studies attempt to ask what inductive conclusions can be derived from existing databases. It is shown that simple consistency rules lead to similarity-weighted aggregation, akin to kernel-based methods. It is suggested that the similarity function be estimated from the data. The incorporation of rule-based reasoning is discussed.

BusinessEconomicsEconomic theory & philosophyScience & MathematicsMathematicsOptimizationGame theoryScience & MathematicsMathematicsProbability & statistics Publisher: World Scientific Publishing Co Pte Ltd Publication Date: 27/04/2012 ISBN-13: 9789814366175  Details: Type: Hardback Format: Books
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