A GENERAL PROPERTY AMONG NESTED, PRUNED SUBTREES OF A DECISION-SUPPORT TREE

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Breiman, Friedman, Olshen, and Stone (1984) use a linear combination of prediction risk and tree size as a criterion in search of optimal trees. In this paper we use a linear combination of the above two components and the variable-observation cost as a criterion (C1) for the same purpose. This paper explicitly represents the relation among nested, pruned subtrees in terms of C1. Further, the theories in Breiman et al. (1984) concerning the search of optimal trees are generalized.
Publisher
MARCEL DEKKER INC
Issue Date
1994
Language
English
Article Type
Article
Citation

COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, v.23, no.4, pp.1227 - 1238

ISSN
0361-0926
DOI
10.1080/03610929408831315
URI
http://hdl.handle.net/10203/65947
Appears in Collection
MA-Journal Papers(저널논문)
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