Letter to the Editor: On the stability and ranking of predictors from random forest variable importance measures

The behaviour of random forest permutation-based variable importance measures under predictor correlation

(2010) Kristin K Nicodemus et al.   BMC BIOINFORMATICS

Letter to the Editor: Stability of Random Forest importance measures

(2010) M. L. Calle et al.   BRIEFINGS IN BIOINFORMATICS

Predictor correlation impacts machine learning algorithms: implications for genomic studies

(2009) K. K. Nicodemus et al.   BIOINFORMATICS

Performance of random forest when SNPs are in linkage disequilibrium

(2009) Yan A Meng et al.   BMC BIOINFORMATICS

Stability and aggregation of ranked gene lists

(2009) A.-L. Boulesteix et al.   BRIEFINGS IN BIOINFORMATICS

Conditional Variable Importance for Random Forests

(2008) Carolin Strobl et al.   BMC BIOINFORMATICS