Operative time classification on MM-OR (leave-one-team-out)
70.1F1-macroTime-Expanded GCN
Evaluation Results
| Method | Links | |
|---|---|---|
| Time-Expanded GCNParadigm=TE-ReNN, Feature=Included, Time=Included, Graph topology=Included, Evaluation protocol=leave-one-team-out, Number of seeds=102026.05 | 70.1 | |
| MHA+GCNParadigm=TReNN, Feature=Included, Time=Included, Graph topology=Included, Evaluation protocol=leave-one-team-out, Number of seeds=102026.05 | 67.3 | |
| MHA+GATParadigm=TReNN, Feature=Included, Time=Included, Graph topology=Included, Evaluation protocol=leave-one-team-out, Number of seeds=102026.05 | 67.1 | |
| GATParadigm=ReNN, Feature=Included, Time=Excluded, Graph topology=Included, Evaluation protocol=leave-one-team-out, Number of seeds=102026.05 | 65.2 | |
| GCNParadigm=ReNN, Feature=Included, Time=Excluded, Graph topology=Included, Evaluation protocol=leave-one-team-out, Number of seeds=102026.05 | 64.6 | |
| LSTMParadigm=TNN, Feature=Included, Time=Included, Graph topology=Excluded, Evaluation protocol=leave-one-team-out, Number of seeds=102026.05 | 62.8 | |
| MHAParadigm=TNN, Feature=Included, Time=Included, Graph topology=Excluded, Evaluation protocol=leave-one-team-out, Number of seeds=102026.05 | 62.4 | |
| RFParadigm=SNN, Feature=Included, Time=Excluded, Graph topology=Excluded, Evaluation protocol=leave-one-team-out, Number of seeds=102026.05 | 61.8 | |
| MLPParadigm=SNN, Feature=Included, Time=Excluded, Graph topology=Excluded, Evaluation protocol=leave-one-team-out, Number of seeds=102026.05 | 60.5 |