Table 5. Results of different combination ways on the dataset10.
Method | TPR | FPR | FDR | PPV | ACC | MCCC | F | Time (s) |
---|---|---|---|---|---|---|---|---|
BN | 0.800 | 0.050 | 0.333 | 0.667 | 0.933 | 0.693 | 0.727 | 0.8247 |
MI+BN | 0.900 | 0.088 | 0.438 | 0.563 | 0.911 | 0.668 | 0.692 | 0.0395 |
MI+BN+CMI | 0.900 | 0.063 | 0.357 | 0.643 | 0.933 | 0.726 | 0.750 | 0.0544 |
MI+BN+CMI+kNN+BN | 0.900 | 0.050 | 0.308 | 0.692 | 0.944 | 0.759 | 0.782 | 0.2677 |