| 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. |