| F1 | Accuracy | Precision | Recall | MCC | AUC-ROC | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
b | u | b | u | b | u | b | u | b | u | b | u | |
2-layer architecture—ligands | ||||||||||||
Contact Map 6 Ă… | 0.390 | 0.364 | 0.247 | 0.232 | 0.247 | 0.229 | 1.00 | 1.00 | 0.00 | 0.014 | 0.836 | 0.831 |
Contact Map 8 Ă… | 0.390 | 0.356 | 0.247 | 0.230 | 0.247 | 0.228 | 1.00 | 1.00 | 0.00 | 0.010 | 0.768 | 0.779 |
Contact Map 10 Ă… | 0.390 | 0.366 | 0.247 | 0.235 | 0.247 | 0.229 | 1.00 | 1.00 | 0.00 | 0.012 | 0.811 | 0.765 |
Contact Map 12 Ă… | 0.390 | 0.364 | 0.247 | 0.228 | 0.247 | 0.228 | 1.00 | 1.00 | 0.00 | 0.00 | 0.745 | 0.662 |
Hierarchical Representation 6Ă… | 0.390 | 0.385 | 0.247 | 0.290 | 0.247 | 0.243 | 1.00 | 1.00 | 0.00 | 0.09 | 0.790 | 0.779 |
Hierarchical Representation 8Ă… | 0.390 | 0.382 | 0.247 | 0.283 | 0.247 | 0.241 | 1.00 | 1.00 | 0.00 | 0.08 | 0.830 | 0.815 |
Hierarchical Representation 10Ă… | 0.390 | 0.375 | 0.247 | 0.263 | 0.247 | 0.239 | 1.00 | 1.00 | 0.00 | 0.06 | 0.852 | 0.858 |
Hierarchical Representation 12Ă… | 0.390 | 0.364 | 0.247 | 0.228 | 0.247 | 0.228 | 1.00 | 1.00 | 0.00 | 0.00 | 0.871 | 0.861 |