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Augmented Markov Blanket Learning

  • This algorithm starts with the Markov Blanket structure and uses an additional unsupervised search to find the probabilistic relations that hold between each node in this Markov Blanket.
  • This additional, unsupervised search requires additional computation time but generates better prediction results compared to the unaugmented Markov Blanket learning algorithm.