Name | Description | Type | Package | Framework |
CISearchAlgorithm | The CISearchAlgorithm class supports Bayes net structure search algorithms that are based on conditional independence test (as opposed to for example score based of cross validation based search algorithms). | Class | weka.classifiers.bayes.net.search.ci | Weka |
NaiveBayes | The NaiveBayes class generates a fixed Bayes network structure with arrows from the class variable to each of the attribute variables. | Class | weka.classifiers.bayes.net.search.fixed | Weka |
RepeatedHillClimber | This Bayes Network learning algorithm repeatedly uses hill climbing starting with a randomly generated network structure and | Class | weka.classifiers.bayes.net.search.global | Weka |
RepeatedHillClimber | This Bayes Network learning algorithm repeatedly uses hill climbing starting with a randomly generated network structure and | Class | weka.classifiers.bayes.net.search.local | Weka |
Scoreable | Interface for allowing to score a classifierVersion:$Revision: 8034 $Author:Remco Bouckaert (rrb@xm. | Interface | weka.classifiers.bayes.net.search.local | Weka |
SearchAlgorithm | This is the base class for all search algorithms for learning Bayes networks. | Class | weka.classifiers.bayes.net.search | Weka |
SimulatedAnnealing | This Bayes Network learning algorithm uses the general purpose search method of simulated annealing to find a well scoring | Class | weka.classifiers.bayes.net.search.global | Weka |
SimulatedAnnealing | This Bayes Network learning algorithm uses the general purpose search method of simulated annealing to find a well scoring | Class | weka.classifiers.bayes.net.search.local | Weka |
TabuSearch | This Bayes Network learning algorithm uses tabu search for finding a well scoring Bayes network structure. | Class | weka.classifiers.bayes.net.search.global | Weka |
TabuSearch | This Bayes Network learning algorithm uses tabu search for finding a well scoring Bayes network structure. | Class | weka.classifiers.bayes.net.search.local | Weka |
TAN | This Bayes Network learning algorithm determines the maximum weight spanning tree and returns a Naive Bayes network augmented | Class | weka.classifiers.bayes.net.search.global | Weka |
TAN | This Bayes Network learning algorithm determines the maximum weight spanning tree and returns a Naive Bayes network augmented | Class | weka.classifiers.bayes.net.search.local | Weka |