Polypharmacy Side Effect Prediction on SNAP-Decagon
0.89AUPRCTIP-sum
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TIP-sumARCT=PPM-GGM-DDM-DF, Mem(G)=9.47, TpE(s)=1152020.01 | 0.89 | 0.914 | 0.89 | |
| TIP-catARCT=PPM-GGM-DDM-DF, Mem(G)=9.47, TpE(s)=1162020.01 | 0.889 | 0.913 | 0.89 | |
| R-GCNARCT=DDM-DF, Mem(G)=10.49, TpE(s)=822020.01 | 0.882 | 0.908 | 0.883 | |
| DistMultARCT=DF, Mem(G)=9.25, TpE(s)=412020.01 | 0.835 | 0.859 | 0.834 | |
| DecagonMem(G)=>28, TpE(s)=>96002020.01 | 0.832 | 0.872 | 0.803 | |
| dTIP_DARCT=DDM-NN, Mem(G)=9.49, TpE(s)=1182020.01 | 0.791 | 0.847 | 0.792 | |
| dTIP_PARCT=PPM-GGM-NN, Mem(G)=6.38, TpE(s)=292020.01 | 0.746 | 0.743 | 0.733 |