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

package weka.classifiers.bayes.net.search.local

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.global
Class
Description
GeneticSearch
This Bayes Network learning algorithm uses genetic search for finding a well scoring Bayes network structure.
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.
LAGDHillClimber
This Bayes Network learning algorithm uses a Look Ahead Hill Climbing algorithm called LAGD Hill Climbing.
LocalScoreSearchAlgorithm
The ScoreBasedSearchAlgorithm class supports Bayes net structure search algorithms that are based on maximizing scores (as opposed to for example conditional independence based search algorithms).
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.
Scoreable
Interface for allowing to score a classifier
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.