weka.classifiers.meta
Class SumTransformed

java.lang.Object
  weka.classifiers.AbstractClassifier
      weka.classifiers.SingleClassifierEnhancer
          weka.classifiers.meta.SumTransformed

All Implemented Interfaces:

Serializable, Cloneable, weka.classifiers.Classifier, weka.core.CapabilitiesHandler, weka.core.OptionHandler, weka.core.RevisionHandler, weka.core.WeightedInstancesHandler

public class SumTransformed
extends weka.classifiers.SingleClassifierEnhancer
implements weka.core.WeightedInstancesHandler

Finds the base classifier with the best least median squared error.

See Also:

Serialized Form

Field Summary

protected weka.core.Instances

m_Header the header information of the transformed data.

Fields inherited from class weka.classifiers.SingleClassifierEnhancer

m_Classifier

Fields inherited from class weka.classifiers.AbstractClassifier

m_Debug

Constructor Summary

SumTransformed()

Method Summary

void	buildClassifier(weka.core.Instances ins) Builds the classifier.
double	classifyInstance(weka.core.Instance inst) Returns the prediction.
String	getRevision()
String	globalInfo() Returns a string describing classifier.
static void	main(String[] argv) Main method for running this class.
String	toString() Returns description of classifier.
protected weka.core.Instance	transformInstance(weka.core.Instance in) Just sums up all the peaks.

Methods inherited from class weka.classifiers.SingleClassifierEnhancer

classifierTipText, defaultClassifierString, getCapabilities, getClassifier, getClassifierSpec, getOptions, listOptions, setClassifier, setOptions

Methods inherited from class weka.classifiers.AbstractClassifier

debugTipText, distributionForInstance, forName, getDebug, makeCopies, makeCopy, runClassifier, setDebug

Methods inherited from class java.lang.Object

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

Field Detail

m_Header

protected weka.core.Instances m_Header

the header information of the transformed data.

Constructor Detail

SumTransformed

public SumTransformed()

Method Detail

globalInfo

public String globalInfo()

Returns a string describing classifier.

Returns:

a description suitable for displaying in the explorer/experimenter gui

transformInstance

protected weka.core.Instance transformInstance(weka.core.Instance in)

Just sums up all the peaks.

Parameters:

in - the instance to transform

Returns:

the transformed instance

buildClassifier

public void buildClassifier(weka.core.Instances ins)
                     throws Exception

Builds the classifier.

Specified by:

buildClassifier in interface weka.classifiers.Classifier

Parameters:

ins - the training data

Throws:

Exception - if training fails

classifyInstance

public double classifyInstance(weka.core.Instance inst)
                        throws Exception

Returns the prediction.

Specified by:

classifyInstance in interface weka.classifiers.Classifier

Overrides:

classifyInstance in class weka.classifiers.AbstractClassifier

Parameters:

inst - the instance to predict

Returns:

the prediction

Throws:

Exception - if prediction fails

toString

public String toString()

Returns description of classifier.

Overrides:

toString in class Object

Returns:

the model

getRevision

public String getRevision()

Specified by:

getRevision in interface weka.core.RevisionHandler

Overrides:

getRevision in class weka.classifiers.AbstractClassifier

main

public static void main(String[] argv)

Main method for running this class.

Parameters:

argv - the options