Scores -- Summary
Likelihood, MDL and (log) BDe have the form
BDe requires assessing prior network. It can naturally incorporate prior knowledge and previous experience
Both MDL and BDe are consistent and asymptotically equivalent (up to a constant)
All three are score-equivalent---they assign the same score to equivalent networks