Results of simulation study. Each Box-plot represents the sampling distribution of the area under the ROC curve for each considered classification method for 1000 replications. Here RF represents , Qv the Q-values, lFDR the local false discovery rate, FDR the False Discovery Rate and ME the Mixed Effect model. White box-plots indicate samples where cases and controls have been selected using the Hungarian method.
Cabras et al. BMC Genetics 2011 12:63 doi:10.1186/1471-2156-12-63