Table 3.
Comparing the performance evaluations of different feature subsets.
| Feature Subsets | Evaluation Criterion | ||
|---|---|---|---|
| Precision | Recall | F-Measure | |
| Degree | 0.667 | 0.598 | 0.631 |
| EC | 0.660 | 0.401 | 0.499 |
| SC | 0.665 | 0.376 | 0.481 |
| PeC | 0.747 | 0.341 | 0.468 |
| ION | 0.717 | 0.655 | 0.684 |
| Modules | 0.715 | 0.530 | 0.609 |
| UDoNC | 0.759 | 0.459 | 0.572 |
| Nucleus | 0.654 | 0.638 | 0.646 |
| Cytosol | 0.594 | 0.181 | 0.277 |
| Mitochondrion | 0.512 | 0.848 | 0.639 |
| Endoplasmic reticulum | 0.484 | 0.352 | 0.408 |
| Cytoskeleton | 0.736 | 0.081 | 0.147 |
| Golgi apparatus | 0.492 | 0.669 | 0.567 |
| ESFPA-feature subset | 0.745 | 0.715 | 0.730 |