Table 8 Micro-AUC means (standardized variance) of Rprop + NN classification on gene subsets selected by feature selection algorithms
Dataset | Iso-GA | MDS-GA | GA |
|---|---|---|---|
Breast | 0.807 (0.019) | 0.803 (0.133) | 0.788 (0.058) |
CNS | 0.679 (0.166) | 0.810 (0.051) | 0.732 (0.031) |
Colon | 0.885 (0.102) | 0.828 (0.102) | 0.834 (0.087) |
Leukemia | 0.987 (0.018) | 0.977 (0.027) | 0.965 (0.075) |
Lung | 0.958 (0.020) | 0.974 (0.024) | 0.949 (0.028) |
Lymphoma | 0.975 (0.033) | 0.997 (0.005) | 0.997 (0.005) |
MLL | 0.973 (0.038) | 0.936 (0.067) | 0.971 (0.049) |
SRBCT | 0.991 (0.008) | 0.997 (0.004) | 0.993 (0.013) |