Essential gene prediction on D. melanogaster STRING PPI (test)
100AUC-ROCN2v-MLP
Evaluation results
| Method | Links | |
|---|---|---|
| N2v-MLPInput features=+expression data2026.06 | 100 | |
| EssentialGINInput features=+expression data2026.06 | 100 | |
| EssentialGINInput features=+subcellular localization2026.06 | 100 | |
| EPGATInput features=+orthology data2026.06 | 77.82 | |
| EPGATInput features=+subcellular localization2026.06 | 73.95 | |
| EPGATInput features=+expression data2026.06 | 73.71 | |
| EPGATInput features=just PPI2026.06 | 72.67 | |
| N2v-MLPInput features=just PPI2026.06 | 72.13 | |
| EssentialGINInput features=+orthology data2026.06 | 69.21 | |
| DC2026.06 | 68.17 | |
| EssentialGINInput features=just PPI2026.06 | 67.62 | |
| MLP2026.06 | 65.19 |