Table 2 Random forest classifier results
From: Higher gene expression variability in the more aggressive subtype of chronic lymphocytic leukemia
| Â | 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 |