Classification on TCGA-MC3 (test)
53.19Micro-F1SHINE
Evaluation Results
| Method | Links | |
|---|---|---|
| SHINEFeature=gene+pathway2022.10 | 53.19 | |
| XGBoostFeature=gene+pathway2022.10 | 51.17 | |
| PRSFeature=pathway2022.10 | 50.47 | |
| PRSFeature=gene+pathway2022.10 | 50.42 | |
| PRSFeature=gene2022.10 | 49.81 | |
| XGBoostFeature=pathway2022.10 | 49.36 | |
| XGBoostFeature=gene2022.10 | 49.27 | |
| AllSetTransformerFeature=gene+pathway2022.10 | 49.04 | |
| NMFFeature=pathway2022.10 | 48.42 | |
| NMFFeature=gene+pathway2022.10 | 48.39 | |
| HyperGATFeature=gene+pathway2022.10 | 47.21 | |
| HGNNFeature=gene+pathway2022.10 | 45.04 | |
| HyperGCNFeature=gene+pathway2022.10 | 43.84 | |
| AllDeepSetsFeature=gene+pathway2022.10 | 43.24 | |
| MLPFeature=gene+pathway2022.10 | 42.49 | |
| NMFFeature=gene2022.10 | 41.81 | |
| SubGNN (bipartite)Feature=gene+pathway2022.10 | 40.25 |