所有已实现的接口:
Serializable, OptionHandler, RevisionHandler, TechnicalInformationHandler

public class TAN extends LocalScoreSearchAlgorithm implements TechnicalInformationHandler
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. Friedman, D. Geiger, M. Goldszmidt (1997). Bayesian network classifiers. Machine Learning. 29(2-3):131-163.

BibTeX:

 @article{Friedman1997,
    author = {N. Friedman and D. Geiger and M. Goldszmidt},
    journal = {Machine Learning},
    number = {2-3},
    pages = {131-163},
    title = {Bayesian network classifiers},
    volume = {29},
    year = {1997}
 }
 

Valid options are:

 -mbc
  Applies a Markov Blanket correction to the network structure, 
  after a network structure is learned. This ensures that all 
  nodes in the network are part of the Markov blanket of the 
  classifier node.
 -S [BAYES|MDL|ENTROPY|AIC|CROSS_CLASSIC|CROSS_BAYES]
  Score type (BAYES, BDeu, MDL, ENTROPY and AIC)
版本:
$Revision: 6235 $
作者:
Remco Bouckaert
另请参阅:
  • 构造器详细资料

    • TAN

      public TAN()
  • 方法详细资料