Table 5 Performance Comparison of the accuracy of FAC-PIN, HC-PIN, and CNM on S. cerevisiae-2 PIN; μ = 0.5
Accuracy for Modules of Size ≥ 3 | ||||||
|---|---|---|---|---|---|---|
Algorithms | Number of modules | Average size | Maximum size | Accuracy | ||
| Â | Â | Â | Â | BP | MF | CC |
FAC-PIN | 148 | 28.24 | 374 | 0.42 | 0.30 | 0.65 |
HC-PIN (λ = 1) | 122 | 43.19 | 483 | 0.39 | 0.28 | 0.52 |
CNM | 47 | 88.59 | 790 | 0.22 | 0.23 | 0.25 |
Accuracy for Modules of Size ≥ 2 | ||||||
FAC-PIN | 232 | 18.8 | 374 | 0.39 | 0.32 | 0.57 |
HC-PIN (λ = 1) | 172 | 23.74 | 483 | 0.37 | 0.30 | 0.44 |
CNM | 147 | 29.68 | 790 | 0.09 | 0.15 | 0.21 |