Table 3.
Results on the Davis data set, with the mean and standard deviation from 10 repetitions
| RMSE | AUC | AUPR | CI | |
|---|---|---|---|---|
| MF | 0.509 ± 0.010 | 0.876 ± 0.004 | 0.499 ± 0.017 | 0.816 ± 0.004 |
| Continuous KronRLS | 0.608 ± 0.002 | 0.942 ± 0.001 | 0.679 ± 0.003 | 0.860 ± 0.001 |
| Binary KronRLS | – | 0.931 ± 0.001 | 0.686 ± 0.006 | – |
| SimBoost | 0.247 ± 0.003 | 0.956 ± 0.001 | 0.758 ± 0.005 | 0.884 ± 0.001 |
| SimBoostQuant | 0.36 ± 0.001 | 0.942 ± 0.002 | 0.680 ± 0.002 | 0.871 ± 0.004 |