Table 2.
Ten DBN models with the lowest cross-validated MAE learned by BiDAG for the breast cancer dataset
| Model | intra_edges | blacklist | prior | init_trans | class_structures | MAE |
|---|---|---|---|---|---|---|
| MAP | + | non-STRING | - | sharing intra | same | 0.428 |
| MAP | + | non-STRING | - | sharing intra | different | 0.436 |
| MAP | + | non-STRING | - | no sharing | different | 0.437 |
| consensus | + | non-STRING | - | sharing intra | same | 0.438 |
| consensus | - | - | - | sharing intra | same | 0.438 |
| consensus | + | non-STRING | - | sharing intra | different | 0.44 |
| consensus | + | - | - | sharing intra | same | 0.448 |
| consensus | + | non-STRING | - | no sharing | different | 0.448 |
| MAP | + | - | STRING | sharing intra | same | 0.450 |
| consensus | + | - | STRING | sharing intra | same | 0.452 |