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Case-Based Predictions
商品資訊
系列名：World Scientific Series in Economic Theory
ISBN13：9789814366175
替代書名：Case-Based Predictions
出版社：World Scientific Pub Co Inc
作者：Itzhak Gilboa; David Schmeidler
出版日：2012/04/26
裝訂／頁數：精裝／309頁
規格：22.9cm*15.9cm*1.9cm (高/寬/厚)
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：NT$ 4658 元優惠價
：90 折 4192 元
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下單可得紅利積點：125 點
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商品簡介
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.
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