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Table 2 Random forest classifier results

From: Higher gene expression variability in the more aggressive subtype of chronic lymphocytic leukemia

  Mean Median Min Max SD
All genes (expression values) 0.9028 0.9144 0.6244 0.9977 0.0578
Top 500 DE (expression values) 0.9637 0.9653 0.8906 0.9965 0.0162
500 random genes (expression values) 0.7000 0.7014 0.3258 0.9867 0.1218
Top 500 CV (variability measure) 0.9596 0.9601 0.9352 0.9769 0.0064
Top 500 EV (variability measure) 0.9632 0.9635 0.9277 0.9850 0.0079
500 random genes (variability measure) 0.7172 0.7118 0.5168 0.9161 0.0736
  1. AUC values of 1,000 independent runs per classifier.