Overview | Package | Class | Tree | Deprecated | Index | Help | Weka's home
PREV PACKAGE NEXT PACKAGE | FRAMES NO FRAMES

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

Interface Summary
Scoreable | Interface for allowing to score a classifier

Class Summary
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.
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.

Overview | Package | Class | Tree | Deprecated | Index | Help | Weka's home
PREV PACKAGE NEXT PACKAGE | FRAMES NO FRAMES