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Case-based Predictions: An Axiomatic Approach To Prediction, Classification And Statistical Learning (Record no. 9980)

MARC details
000 -LEADER
fixed length control field 01237nam a2200217 i 4500
001 - CONTROL NUMBER
control field 9789814366175
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20250414083508.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 240416t2012 xxu e 001 0 eng
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9789814366175
037 ## - SOURCE OF ACQUISITION
Source of stock number/acquisition World Scientific Publishing
Terms of availability USD 137.00
037 ## - SOURCE OF ACQUISITION
Form of issue BB
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title eng
072 #7 - SUBJECT CATEGORY CODE
Subject category code BUS069030
Source bisacsh
100 1# - MAIN ENTRY--PERSONAL NAME
Relationship A01
Personal name Gilboa, Itzhak
245 10 - TITLE STATEMENT
Title Case-based Predictions: An Axiomatic Approach To Prediction, Classification And Statistical Learning
260 2# - PUBLICATION, DISTRIBUTION, ETC.
Name of publisher, distributor, etc. World Scientific
Date of publication, distribution, etc. 2012
520 ## - SUMMARY, ETC.
Expansion of summary note 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.
521 ## - TARGET AUDIENCE NOTE
Target audience note Professional and scholarly
540 ## - TERMS GOVERNING USE AND REPRODUCTION NOTE
Terms governing use and reproduction For sale with non-exclusive rights
Jurisdiction WORLD
700 1# - ADDED ENTRY--PERSONAL NAME
Relationship A01
Personal name Schmeidler, David
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Current library Date acquired Total checkouts Barcode Date last seen Price effective from Koha item type
    Dewey Decimal Classification     Centervilles Centervilles 15/04/2025   1000000134 15/04/2025 15/04/2025 Books
    Dewey Decimal Classification     Centervilles Centervilles 15/04/2025   1000000135 15/04/2025 15/04/2025 Books
    Dewey Decimal Classification     Centervilles Centervilles 15/04/2025   1000000136 15/04/2025 15/04/2025 Books