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Optimization of classification trees: strategy and algorithm improvement

✍ Scribed by Martin Kröger


Publisher
Elsevier Science
Year
1996
Tongue
English
Weight
634 KB
Volume
99
Category
Article
ISSN
0010-4655

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A novel algorithm to optimize classifica
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Breiman et al. (1984) expounded a method called Classification and Regression Trees, or CART, which is of use for nonparametric discrimination and regression. In this paper we present an algorithm which is able to increase the quality of classification trees beyond the quality of trees, which are b