Essential gene prediction on BioGrid D. melanogaster
100AUC-ROCEssentialGIN
Evaluation Results
| Method | Links | |
|---|---|---|
| EssentialGINInput features=+expression data2026.06 | 100 | |
| EssentialGINInput features=+subcellular localization2026.06 | 100 | |
| N2v-MLPInput features=+expression data2026.06 | 98.14 | |
| EPGATInput features=+subcellular localization2026.06 | 79.87 | |
| EPGATInput features=+orthology data2026.06 | 78.78 | |
| DC2026.06 | 78.33 | |
| EPGATInput features=+expression data2026.06 | 78.31 | |
| EPGATInput features=just PPI2026.06 | 77.2 | |
| EssentialGINInput features=just PPI2026.06 | 67.92 | |
| MLP2026.06 | 65.95 | |
| N2v-MLPInput features=just PPI2026.06 | 65.88 | |
| EssentialGINInput features=+orthology data2026.06 | 64.83 |