Conditional variable importance for random forestsCarolin Strobl, Achim Zeileis, Thomas Augustin et al.|BMC Bioinformatics|2008Cited by 3.3k
Unbiased split selection for classification trees based on the Gini IndexCarolin Strobl, Thomas Augustin, Anne‐Laure Boulesteix|Computational Statistics & Data Analysis|2006Cited by 312
Evaluating Microarray-based Classifiers: An OverviewAnne‐Laure Boulesteix, Martin Däumer, Thomas Augustin et al.|Cancer Informatics|2008Cited by 113
Correcting the Optimal Resampling‐Based Error Rate by Estimating the Error Rate of Wrapper AlgorithmsChristoph Bernau, Anne‐Laure Boulesteix, Thomas Augustin|Biometrics|2013Cited by 21
Correcting the optimally selected resampling-based error rate: A smooth analytical alternative to nested cross-validationChristoph Bernau, Anne‐Laure Boulesteix, Thomas Augustin|Open access LMU (Ludwid Maxmilian's Universitat Munchen)|2011Cited by 4