From: An integrative ChIP-chip and gene expression profiling to model SMAD regulatory modules
 |  | Error rate | |
---|---|---|---|
 | Number of Independent variables | Class 1 | Class 2 |
Dataset 1: Down/Up | Â | Down | Up |
Sample Size | Â | 51 | 65 |
CART | 164 | 0.41 | 0.46 |
RF | 164 | 0.59 | 0.31 |
RF + CART | 4 | 0.37 | 0.23 |
Dataset 2: Transient/Sustained | Â | Transient | Sustained |
Sample Size | Â | 23 | 41 |
CART | 159 | 0.22 | 0.68 |
RF | 159 | 0.86 | 0.19 |
RF + CART | 3 | 0.17 | 0.27 |