BNs from Decision Trees

Michael Mayo (m.mayo@cantva.canterbury.ac.nz)
Wed, 23 Sep 1998 16:22:23 +0000

Here's a question for you all...

If I have a decision tree with probabilities attached to each and
every outcome arc and leaf nodes representing conclusions, are there
any algorithms for inducing a bayesian network?

Has anyone done any work on this? Would it be possible to induce a
bayesian network with a single conclusion node where each value
corresponds to a leaf node in the DT?

MIke