On Speed of Stochastic CART Model Search

Decision trees have proved to be commonly used nonlinear tools for supervised learning. This technique is a way to divide the space of the predictor variables into bricks in order to achieve as homogeneous partitions as possible. We improved the CART method proposed by Breiman et al. (1984) using a...

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Bibliographic Details
Main Authors: Márton Ispány, Ilona Krasznahorkay
Format: Article
Language:English
Published: Austrian Statistical Society 2016-04-01
Series:Austrian Journal of Statistics
Online Access:http://www.ajs.or.at/index.php/ajs/article/view/318