High-dimensional bolstered error estimation

Over-optimism in bioinformatics: an illustration

(2010) M. Jelizarow et al.   BIOINFORMATICS

Small-sample precision of ROC-related estimates

(2010) B. Hanczar et al.   BIOINFORMATICS

Papers on normalization, variable selection, classification or clustering of microarray data

(2009) D. M. Rocke et al.   BIOINFORMATICS

Over-optimism in bioinformatics research

(2009) A.-L. Boulesteix   BIOINFORMATICS

Reporting bias when using real data sets to analyze classification performance

(2009) M. R. Yousefi et al.   BIOINFORMATICS

Optimal classifier selection and negative bias in error rate estimation: an empirical study on high-dimensional prediction

(2009) Anne-Laure Boulesteix et al.   BMC Medical Research Methodology

Performance of feature-selection methods in the classification of high-dimension data

(2008) Jianping Hua et al.   PATTERN RECOGNITION