Table 2 Parameter sensitivity analysis for TF-target prediction
From: BRANEnet: embedding multilayer networks for omics data integration
d = 32 | d =64 | d =128 | d =256 | |
|---|---|---|---|---|
Average | ||||
T =1 | 0.700 | 0.880 | 0.880 | 0.870 |
T = 2 | 0.790 | 0.820 | 0.850 | 0.860 |
T =3 | 0.830 | 0.850 | 0.870 | 0.870 |
T =4 | 0.780 | 0.810 | 0.850 | 0.860 |
T =5 | 0.820 | 0.840 | 0.860 | 0.870 |
Weighted L2 | ||||
T =1 | 0.980 | 0.982 | 0.983 | 0.983 |
T =2 | 0.916 | 0.945 | 0.966 | 0.968 |
T =3 | 0.956 | 0.967 | 0.979 | 0.979 |
T =4 | 0.852 | 0.938 | 0.966 | 0.968 |
T= 5 | 0.952 | 0.968 | 0.981 | 0.981 |