# Package weka.classifiers.bayes.net.search.global

package weka.classifiers.bayes.net.search.global

- Related Packages
  Package
  Description
  weka.classifiers.bayes.net.search
  weka.classifiers.bayes.net.search.ci
  weka.classifiers.bayes.net.search.fixed
  weka.classifiers.bayes.net.search.local
- Classes
  Class
  Description
  GeneticSearch
  This Bayes Network learning algorithm uses genetic search for finding a well scoring Bayes network structure.
  GlobalScoreSearchAlgorithm
  This Bayes Network learning algorithm uses cross validation to estimate classification accuracy.
  HillClimber
  This Bayes Network learning algorithm uses a hill climbing algorithm adding, deleting and reversing arcs.
  K2
  This Bayes Network learning algorithm uses a hill climbing algorithm restricted by an order on the variables.
  For more information see:
  G.F.
  RepeatedHillClimber
  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.
  SimulatedAnnealing
  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.
  TabuSearch
  This Bayes Network learning algorithm uses tabu search for finding a well scoring Bayes network structure.
  TAN
  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.