jbnc.operators
Class ForestAugmenter

java.lang.Object
  jbnc.operators.Operator
      jbnc.operators.Augmenter
          jbnc.operators.ForestAugmenter

public class ForestAugmenter

extends Augmenter

Constructs Forest Augmented Naive Bayes classifier (FAN).

Since:

June 1, 1999

Author:

Jarek Sacha

Nested Class Summary

Nested classes inherited from class jbnc.operators.Augmenter

Augmenter.Result

Field Summary

Fields inherited from class jbnc.operators.Augmenter

cmi

Fields inherited from class jbnc.operators.Operator

debugMode

Constructor Summary

ForestAugmenter()

Method Summary

Augmenter.Result

train(java.util.List gamma, java.util.List lambda, FrequencyCalc fc, QualityMeasure qm, boolean usePriors, double alpha_ijk) Description of the Method

Methods inherited from class jbnc.operators.Augmenter

createFullGraph

Methods inherited from class jbnc.operators.Operator

getDebugMode, setDebugMode

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

ForestAugmenter

public ForestAugmenter()

Method Detail

train

public final Augmenter.Result train(java.util.List gamma,
                                    java.util.List lambda,
                                    FrequencyCalc fc,
                                    QualityMeasure qm,
                                    boolean usePriors,
                                    double alpha_ijk)
                             throws java.lang.Exception

Description of the Method

Specified by:

train in class Augmenter

Parameters:

gamma - Description of Parameter

lambda - Description of Parameter

fc - Description of Parameter

qm - Description of Parameter

usePriors - Description of Parameter

alpha_ijk - Description of Parameter

Returns:

Description of the Returned Value

Throws:

java.lang.Exception - Description of Exception