Essential gene prediction on BioGrid H. sapiens
90.7AUC-ROCEssentialGIN
Evaluation Results
| Method | Links | |
|---|---|---|
| EssentialGINInput features=+subcellular localization2026.06 | 90.7 | |
| EssentialGINInput features=+expression data2026.06 | 90.53 | |
| EPGATInput features=+subcellular localization2026.06 | 89.09 | |
| EssentialGINInput features=+orthology data2026.06 | 88.8 | |
| EPGATInput features=+orthology data2026.06 | 88.39 | |
| EPGATInput features=+expression data2026.06 | 88.04 | |
| N2v-MLPInput features=+expression data2026.06 | 87.98 | |
| EPGATInput features=just PPI2026.06 | 87.81 | |
| DC2026.06 | 82.06 | |
| N2v-MLPInput features=just PPI2026.06 | 81.03 | |
| EssentialGINInput features=just PPI2026.06 | 79.55 | |
| MLP2026.06 | 77.01 |