Table 2. Comparison of the different methods’ performances on the DREAM3 10 gene dataset.
Method | TPR | FPR | PPV | ACC | MCC | AUC |
---|---|---|---|---|---|---|
GENIE3 | 0.700 | 0.112 | 0.437 | 0.867 | 0.483 | 0.919 |
ARACNE | 0.900 | 0.112 | 0.500 | 0.888 | 0.618 | 0.930 |
NARROMI | 0.700 | 0.050 | 0.636 | 0.922 | 0.623 | 0.938 |
DBNCS | 0.800 | 0.013 | 0.889 | 0.967 | 0.825 | 0.942 |