From: Integrative approaches to the prediction of protein functions based on the feature selection
Data source | GO | Term | NPWGD | NPWG | AUC | P20R | DA |
---|---|---|---|---|---|---|---|
OPHID (PPI) | 0048489 | synaptic vesicle transport | 13 | 14 | 0.92 | 0.39 | 0.17 |
 | 0006887 | exocytosis | 21 | 27 | 0.91 | 0.87 | 0.12 |
Interpro (Domain) | 0006071 | glycerol metabolism | 10 | 11 | 0.87 | 0.8 | 0.44 |
 | 0000160 | two-component signal transduction system (phosphorelay) | 10 | 10 | 1 | 1 | 0.41 |
 | 0006801 | superoxide metabolism modification-dependent | 10 | 10 | 0.93 | 1 | 0.31 |
 | 0043632 | macromolecule catabolism | 47 | 47 | 0.96 | 0.5 | 0.28 |
 | 0006508 | proteolysis | 233 | 240 | 0.92 | 0.69 | 0.28 |
 | 0006812 | cation transport | 173 | 176 | 0.90 | 0.93 | 0.15 |
Pfam (Domain) | 0016311 | dephosphorylation | 48 | 51 | 0.97 | 0.81 | 0.35 |
 | 0006338 | chromatin remodeling | 21 | 22 | 0.91 | 0.28 | 0.33 |
 | 0031497 | chromatin assembly protein amino acid | 29 | 30 | 0.97 | 0.63 | 0.32 |
 | 0006470 | Dephosphorylation | 46 | 49 | 0.98 | 0.69 | 0.31 |
 | 0006333 | chromatin assembly or disassembly | 41 | 42 | 0.96 | 0.71 | 0.3 |
MGI (Phenotype) | 0008344 | adult locomotory behavior | 14 | 19 | 0.9 | 0.21 | 0.31 |
 | 0030534 | adult behaviour | 18 | 23 | 0.9 | 0.21 | 0.3 |
 | 0007605 | sensory perception of sound | 26 | 40 | 0.94 | 0.55 | 0.27 |
 | 0048232 | male gamete generation | 44 | 70 | 0.93 | 0.34 | 0.26 |
 | 0007283 | spermatogenesis | 44 | 70 | 0.94 | 0.28 | 0.25 |
 | 0000003 | reproduction | 101 | 152 | 0.87 | 0.52 | 0.20 |
OMIM (Diseases) | 0008643 | carbohydrate transport | 11 | 30 | 0.94 | 0.87 | 0.15 |
Zhang et al. (Gene expression) | 0001502 | cartilage condensation | 10 | 10 | 0.85 | 0.23 | 0.15 |