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Java Source Code / Java Documentation » Science » weka » weka.classifiers.bayes 
Source Cross Reference  Class Diagram Java Document (Java Doc) 


java.lang.Object
   weka.classifiers.Classifier
      weka.classifiers.bayes.WAODE

WAODE
public class WAODE extends Classifier implements TechnicalInformationHandler(Code)
WAODE contructs the model called Weightily Averaged One-Dependence Estimators.

For more information, see

L. Jiang, H. Zhang: Weightily Averaged One-Dependence Estimators. In: Proceedings of the 9th Biennial Pacific Rim International Conference on Artificial Intelligence, PRICAI 2006, 970-974, 2006.

BibTeX:

 @inproceedings{Jiang2006,
 author = {L. Jiang and H. Zhang},
 booktitle = {Proceedings of the 9th Biennial Pacific Rim International Conference on Artificial Intelligence, PRICAI 2006},
 pages = {970-974},
 series = {LNAI},
 title = {Weightily Averaged One-Dependence Estimators},
 volume = {4099},
 year = {2006}
 }
 

Valid options are:

 -D
 If set, classifier is run in debug mode and
 may output additional info to the console
 -I
 Whether to print some more internals.
 (default: no)

author:
   Liangxiao Jiang (ljiang@cug.edu.cn)
author:
   H. Zhang (hzhang@unb.ca)
version:
   $Revision: 1.2 $




Method Summary
public  voidbuildClassifier(Instances instances)
     Generates the classifier.
public  double[]distributionForInstance(Instance instance)
    
public  CapabilitiesgetCapabilities()
     Returns default capabilities of the classifier.
public  booleangetInternals()
     Gets whether more internals of the classifier are printed.
public  String[]getOptions()
     Gets the current settings of the filter.
public  TechnicalInformationgetTechnicalInformation()
     Returns an instance of a TechnicalInformation object, containing detailed information about the technical background of this class, e.g., paper reference or book this class is based on.
public  StringglobalInfo()
    
public  StringinternalsTipText()
    
public  EnumerationlistOptions()
     Gets an enumeration describing the available options.
public static  voidmain(String[] argv)
     Main method for testing this class.
public  voidsetInternals(boolean value)
     Sets whether internals about classifier are printed via toString().
public  voidsetOptions(String[] options)
     Parses a given list of options.
public  StringtoString()
    



Method Detail
buildClassifier
public void buildClassifier(Instances instances) throws Exception(Code)
Generates the classifier.
Parameters:
  instances - set of instances serving as training data
throws:
  Exception - if the classifier has not been generated successfully



distributionForInstance
public double[] distributionForInstance(Instance instance) throws Exception(Code)
Calculates the class membership probabilities for the given test instance
Parameters:
  instance - the instance to be classified predicted class probability distribution
throws:
  Exception - if there is a problem generating the prediction



getCapabilities
public Capabilities getCapabilities()(Code)
Returns default capabilities of the classifier. the capabilities of this classifier



getInternals
public boolean getInternals()(Code)
Gets whether more internals of the classifier are printed. true if more internals are printed



getOptions
public String[] getOptions()(Code)
Gets the current settings of the filter. an array of strings suitable for passing to setOptions



getTechnicalInformation
public TechnicalInformation getTechnicalInformation()(Code)
Returns an instance of a TechnicalInformation object, containing detailed information about the technical background of this class, e.g., paper reference or book this class is based on. the technical information about this class



globalInfo
public String globalInfo()(Code)
Returns a string describing this classifier a description of the classifier suitable fordisplaying in the explorer/experimenter gui



internalsTipText
public String internalsTipText()(Code)
Returns the tip text for this property tip text for this property suitable fordisplaying in the explorer/experimenter gui



listOptions
public Enumeration listOptions()(Code)
Gets an enumeration describing the available options. an enumeration of all the available options.



main
public static void main(String[] argv)(Code)
Main method for testing this class.
Parameters:
  argv - the commandline options, use -h to list all options



setInternals
public void setInternals(boolean value)(Code)
Sets whether internals about classifier are printed via toString().
Parameters:
  value - if internals should be printed
See Also:   WAODE.toString()



setOptions
public void setOptions(String[] options) throws Exception(Code)
Parses a given list of options.

Valid options are:

 -D
 If set, classifier is run in debug mode and
 may output additional info to the console
 -I
 Whether to print some more internals.
 (default: no)

Parameters:
  options - the list of options as an array of strings
throws:
  Exception - if an option is not supported



toString
public String toString()(Code)
returns a string representation of the classifier string representation of the classifier



Fields inherited from weka.classifiers.Classifier
protected boolean m_Debug(Code)(Java Doc)

Methods inherited from weka.classifiers.Classifier
abstract public void buildClassifier(Instances data) throws Exception(Code)(Java Doc)
public double classifyInstance(Instance instance) throws Exception(Code)(Java Doc)
public String debugTipText()(Code)(Java Doc)
public double[] distributionForInstance(Instance instance) throws Exception(Code)(Java Doc)
public static Classifier forName(String classifierName, String[] options) throws Exception(Code)(Java Doc)
public Capabilities getCapabilities()(Code)(Java Doc)
public boolean getDebug()(Code)(Java Doc)
public String[] getOptions()(Code)(Java Doc)
public Enumeration listOptions()(Code)(Java Doc)
public static Classifier[] makeCopies(Classifier model, int num) throws Exception(Code)(Java Doc)
public static Classifier makeCopy(Classifier model) throws Exception(Code)(Java Doc)
protected static void runClassifier(Classifier classifier, String[] options)(Code)(Java Doc)
public void setDebug(boolean debug)(Code)(Java Doc)
public void setOptions(String[] options) throws Exception(Code)(Java Doc)

Methods inherited from java.lang.Object
native protected Object clone() throws CloneNotSupportedException(Code)(Java Doc)
public boolean equals(Object obj)(Code)(Java Doc)
protected void finalize() throws Throwable(Code)(Java Doc)
final native public Class getClass()(Code)(Java Doc)
native public int hashCode()(Code)(Java Doc)
final native public void notify()(Code)(Java Doc)
final native public void notifyAll()(Code)(Java Doc)
public String toString()(Code)(Java Doc)
final native public void wait(long timeout) throws InterruptedException(Code)(Java Doc)
final public void wait(long timeout, int nanos) throws InterruptedException(Code)(Java Doc)
final public void wait() throws InterruptedException(Code)(Java Doc)

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