Class CISearchAlgorithm

  • All Implemented Interfaces:
    java.io.Serializable, OptionHandler, RevisionHandler
    Direct Known Subclasses:
    ICSSearchAlgorithm

    public class CISearchAlgorithm
    extends LocalScoreSearchAlgorithm
    The CISearchAlgorithm class supports Bayes net structure search algorithms that are based on conditional independence test (as opposed to for example score based of cross validation based search algorithms).

    Valid options are:

     -mbc
      Applies a Markov Blanket correction to the network structure, 
      after a network structure is learned. This ensures that all 
      nodes in the network are part of the Markov blanket of the 
      classifier node.
     -S [BAYES|MDL|ENTROPY|AIC|CROSS_CLASSIC|CROSS_BAYES]
      Score type (BAYES, BDeu, MDL, ENTROPY and AIC)
    Version:
    $Revision: 1.7 $
    Author:
    Remco Bouckaert (rrb@xm.co.nz)
    See Also:
    Serialized Form
    • Constructor Detail

      • CISearchAlgorithm

        public CISearchAlgorithm()