Essential Gene Prediction on H. sapiens PPI network BioGrid (test)
90.7AUROCESSENTIALGIN
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ESSENTIALGINData Modality=+subcellular localization2026.06 | 90.7 | 57.81 | 57.92 | 48.4 | 82.69 | |
| ESSENTIALGINData Modality=+expression data2026.06 | 90.53 | 57.38 | 57.49 | 47.89 | 81.83 | |
| ESSENTIALGINData Modality=+orthology data2026.06 | 88.8 | 56.39 | 56.48 | 46.99 | 85.8 | |
| N2v-MLPData Modality=+expression data2026.06 | 87.98 | 53.28 | 53.41 | 42.86 | 78.73 | |
| DCData Modality=PPI only2026.06 | 82.06 | 32.91 | 33.04 | 27.71 | 86.98 | |
| N2v-MLPData Modality=just PPI2026.06 | 81.03 | 39.03 | 39.26 | 34.67 | 78.91 | |
| ESSENTIALGINData Modality=just PPI2026.06 | 79.55 | 32.66 | 32.87 | 31.99 | 78.29 | |
| MLPData Modality=PPI only2026.06 | 77.01 | 28.76 | 28.99 | 28.82 | 77.98 |