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Bias in random forest variable importance measures: Illustrations, sources and a solution

Carolin Strobl*, Anne-Laure Boulesteix, Achim Zeileis and Torsten Hothorn

BMC Bioinformatics 2007, 8:25  doi:10.1186/1471-2105-8-25