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

Interface Summary
Scoreable Interface for allowing to score a classifier
 

Class Summary
GeneticSearch GeneticSearch is a crude implementation of genetic search for learning Bayesian network structures.
HillClimber HillClimber implements hill climbing using local search for learning Bayesian network.
K2 Class for a Bayes Network classifier based on K2 for learning structure.
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 RepeatedHillClimber searches for Bayesian network structures by repeatedly generating a random network and apply hillclimber on it.
SimulatedAnnealing SimulatedAnnealing uses simulated annealing for learning Bayesian network structures.
TabuSearch TabuSearch implements tabu search for learning Bayesian network structures.
TAN Search for TAN = Tree Augmented Naive Bayes network structure N.