Table 1 Comparison of the AUC of different classifiers.
From: Genome-wide inference of regulatory networks in Streptomyces coelicolor
No. | Feature(s) | Average AUC | p-value | Null hypothesis |
|---|---|---|---|---|
I | Functional similarity | Â | Â | Â |
| Â | a. Protein classification scheme-based | 0.72 | Â | Â |
| Â | b. Czekanowski-Dice score | 0.65 | Â | Â |
| Â | c. Information theoretic metric | 0.65 | Â | Â |
II | Conservation of gene order | 0.68 | Â | Â |
III | Intergenic distance | 0.80 | Â | Â |
IV | Gene expression similarity | 0.87 | 2.8 × 10-2 | AUCIV - AUCIII = 0 |
V | All features | 0.97 | 1.6 × 10-4 | AUCV - AUCIV = 0 |