rimorob / netres

To support an ICML submission - anonymous for now
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Focus assess() on the markov blanket of (known) latent space #15

Open rimorob opened 1 year ago

rimorob commented 1 year ago

When comparing against a known latent space with known topology, focus the improvement in inference assessments on just the Markov boundary (or Markov blanket?) of the latent space from the true network and make the f1, pr-auc, AUC, and other graphs on just that subset of nodes.

rimorob commented 1 year ago

Try using bnlearn::nbr(x, node) or mb() https://www.bnlearn.com/documentation/man/mb.html