The Problem of Redundant Variables in Random Forests

Random forests are currently one of the most preferable methods of supervised learning among practitioners. Their popularity is influenced by the possibility of applying this method without a time consuming pre processing step. Random forests can be used for mixed types of features, irrespectivel...

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Bibliographic Details
Main Author: Mariusz Kubus
Format: Article
Language:English
Published: Lodz University Press 2018-12-01
Series:Acta Universitatis Lodziensis. Folia Oeconomica
Subjects:
Online Access:https://czasopisma.uni.lodz.pl/foe/article/view/2552