net.sf.bddbddb.order
Class BaggedId3

java.lang.Object
  weka.classifiers.Classifier
      net.sf.bddbddb.order.ClassProbabilityEstimator
          net.sf.bddbddb.order.BaggedId3

All Implemented Interfaces:

java.io.Serializable, java.lang.Cloneable, weka.core.OptionHandler

public class BaggedId3
extends ClassProbabilityEstimator

Author:

Administrator TODO To change the template for this generated type comment go to Window - Preferences - Java - Code Style - Code Templates

See Also:

Serialized Form

Field Summary

static int

NUM_TREES

Fields inherited from class weka.classifiers.Classifier

m_Debug

Constructor Summary

BaggedId3()

Method Summary

void	buildClassifier(weka.core.Instances data)
double	classifyInstance(weka.core.Instance instance)
double	classProbability(weka.core.Instance instance, double targetClass)
double	classVariance(weka.core.Instance instance, double targetClass)
double[]	distributionForInstance(weka.core.Instance instance)
weka.core.Instances	getData()
void	setWeight(int index, double value)
void	setWeights(double[] weights)
double[]	varianceForInstance(weka.core.Instance instance)

Methods inherited from class weka.classifiers.Classifier

debugTipText, forName, getDebug, getOptions, listOptions, makeCopies, setDebug, setOptions

Methods inherited from class java.lang.Object

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

Field Detail

NUM_TREES

public static final int NUM_TREES

See Also:

Constant Field Values

Constructor Detail

BaggedId3

public BaggedId3()

Method Detail

setWeights

public void setWeights(double[] weights)

setWeight

public void setWeight(int index,
                      double value)

buildClassifier

public void buildClassifier(weka.core.Instances data)
                     throws java.lang.Exception

Specified by:

buildClassifier in class weka.classifiers.Classifier

Throws:

java.lang.Exception

classifyInstance

public double classifyInstance(weka.core.Instance instance)

Overrides:

classifyInstance in class weka.classifiers.Classifier

classProbability

public double classProbability(weka.core.Instance instance,
                               double targetClass)

Specified by:

classProbability in class ClassProbabilityEstimator

distributionForInstance

public double[] distributionForInstance(weka.core.Instance instance)
                                 throws weka.core.NoSupportForMissingValuesException

Overrides:

distributionForInstance in class weka.classifiers.Classifier

Throws:

weka.core.NoSupportForMissingValuesException

classVariance

public double classVariance(weka.core.Instance instance,
                            double targetClass)

Specified by:

classVariance in class ClassProbabilityEstimator

varianceForInstance

public double[] varianceForInstance(weka.core.Instance instance)
                             throws weka.core.NoSupportForMissingValuesException

Throws:

weka.core.NoSupportForMissingValuesException

getData

public weka.core.Instances getData()

Specified by:

getData in class ClassProbabilityEstimator