# 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.