Anne Laure Boulesteix

Ludwig Maximilians Universität München - Munich / Germany

Medical and Health Sciences / Biostatistics

AD Scientific Index ID: 1761828

Ludwig Maximilian University of Munich

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Anne Laure Boulesteix's MOST POPULAR ARTICLES

1-) Bias in random forest variable importance measures: Illustrations, sources and a solutionC Strobl, AL Boulesteix, A Zeileis, T HothornBMC bioinformatics 8 (1), 1-21, 200731012007

2-) Conditional variable importance for random forestsC Strobl, AL Boulesteix, T Kneib, T Augustin, A ZeileisBMC bioinformatics 9 (1), 1-11, 200827702008

3-) Hyperparameters and tuning strategies for random forestP Probst, MN Wright, AL BoulesteixWiley Interdisciplinary Reviews: data mining and knowledge discovery 9 (3 …, 201912172019

4-) Overview of random forest methodology and practical guidance with emphasis on computational biology and bioinformaticsAL Boulesteix, S Janitza, J Kruppa, IR KönigWiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 2 (6 …, 201210362012

5-) Partial least squares: a versatile tool for the analysis of high-dimensional genomic dataAL Boulesteix, K StrimmerBriefings in bioinformatics 8 (1), 32-44, 20079872007

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