class |
GeneticSearch |
This Bayes Network learning algorithm uses genetic
search for finding a well scoring Bayes network structure.
|
class |
HillClimber |
This Bayes Network learning algorithm uses a hill
climbing algorithm adding, deleting and reversing arcs.
|
class |
K2 |
This Bayes Network learning algorithm uses a hill
climbing algorithm restricted by an order on the variables.
For more information see:
G.F.
|
class |
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.
|
class |
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.
|
class |
TabuSearch |
This Bayes Network learning algorithm uses tabu
search for finding a well scoring Bayes network structure.
|
class |
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.
|