Case-Based Predictions: An Axiomatic Approach to Prediction, Classification and Statistical Learning: 3 - Rilegato

Gilboa, Itzhak; Schmeidler, David

Rilegato

ISBN 10: 981436617X ISBN 13: 9789814366175

Casa editrice: World Scientific Pub Co Inc, 2012

Riassunto

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.

Su questo libro

Product Description:

Book by Itzhak Gilboa David Schmeidler

Su questa edizione

• Editore: World Scientific Pub Co Inc
• Data di pubblicazione: 2012
• ISBN 10: 981436617X
• ISBN 13: 9789814366175
• Rilegatura: Copertina rigida
• Numero di pagine: 309