Uses of Class
weka.classifiers.bayes.net.search.local.LocalScoreSearchAlgorithm

Packages that use LocalScoreSearchAlgorithm
  • Uses of LocalScoreSearchAlgorithm in weka.classifiers.bayes.net.search.ci

    Modifier and Type
    Class
    Description
    class 
    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).
    class 
    This Bayes Network learning algorithm uses conditional independence tests to find a skeleton, finds V-nodes and applies a set of rules to find the directions of the remaining arrows.
  • Uses of LocalScoreSearchAlgorithm in weka.classifiers.bayes.net.search.local

    Modifier and Type
    Class
    Description
    class 
    This Bayes Network learning algorithm uses genetic search for finding a well scoring Bayes network structure.
    class 
    This Bayes Network learning algorithm uses a hill climbing algorithm adding, deleting and reversing arcs.
    class 
    This Bayes Network learning algorithm uses a hill climbing algorithm restricted by an order on the variables.

    For more information see:

    G.F.
    class 
    This Bayes Network learning algorithm uses a Look Ahead Hill Climbing algorithm called LAGD Hill Climbing.
    class 
    This Bayes Network learning algorithm repeatedly uses hill climbing starting with a randomly generated network structure and return the best structure of the various runs.
    class 
    This Bayes Network learning algorithm uses the general purpose search method of simulated annealing to find a well scoring network structure.

    For more information see:

    R.R.
    class 
    This Bayes Network learning algorithm uses tabu search for finding a well scoring Bayes network structure.
    class 
    This Bayes Network learning algorithm determines the maximum weight spanning tree and returns a Naive Bayes network augmented with a tree.

    For more information see:

    N.