edu.udo.cs.yale.operator.learner.kernel
Class KernelModel

java.lang.Object
  edu.udo.cs.yale.operator.AbstractIOObject
      edu.udo.cs.yale.operator.ResultObjectAdapter
          edu.udo.cs.yale.operator.AbstractModel
              edu.udo.cs.yale.operator.IOModel
                  edu.udo.cs.yale.operator.learner.PredictionModel
                      edu.udo.cs.yale.operator.learner.kernel.KernelModel

All Implemented Interfaces:

IOObject, Model, ResultObject, Saveable

Direct Known Subclasses:

AbstractMySVMModel, EvoSVMModel, GPModel, LibSVMModel, RVMModel

public abstract class KernelModel
extends PredictionModel

This is the abstract model class for all kernel models. This class actually only provide a common interface for plotting SVM and other kernel method models.

Version:

$Id: KernelModel.java,v 1.4 2006/08/03 14:39:31 ingomierswa Exp $

Author:

Ingo Mierswa

Constructor Summary

KernelModel()

KernelModel(Attribute labelAttribute)

Method Summary

abstract double	getAlpha(int index)
abstract double	getAttributeValue(int exampleIndex, int attributeIndex)
abstract java.lang.String	getClassificationLabel(int index)
abstract double	getFunctionValue(int index)
abstract java.lang.String	getId(int index)
abstract java.lang.String	getModelInfo()
abstract int	getNumberOfAttributes()
abstract int	getNumberOfExamples()
abstract double	getRegressionLabel(int index)
java.awt.Component	getVisualisationComponent(IOContainer container) Returns a html label with a table view or a plotter for statistic view.
abstract boolean	isClassificationModel()

Methods inherited from class edu.udo.cs.yale.operator.learner.PredictionModel

apply, createPredictedLabel, getLabel, performPrediction, readData, readPredictionModelData, removePredictedLabel, setLabel, toString, writeData, writePredictionModelData

Methods inherited from class edu.udo.cs.yale.operator.AbstractModel

equals, getExtension, getFileDescription, readModel, readModel, save, setParameter, writeModel, writeModel

Methods inherited from class edu.udo.cs.yale.operator.ResultObjectAdapter

addAction, getActions, getName, toHTML, toResultString

Methods inherited from class edu.udo.cs.yale.operator.AbstractIOObject

copy, read, read, read, write, write

Methods inherited from class java.lang.Object

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

Methods inherited from interface edu.udo.cs.yale.operator.ResultObject

getActions, getName, toResultString

Methods inherited from interface edu.udo.cs.yale.operator.IOObject

copy, write, write

Constructor Detail

KernelModel

public KernelModel()

KernelModel

public KernelModel(Attribute labelAttribute)

Method Detail

getModelInfo

public abstract java.lang.String getModelInfo()

getAlpha

public abstract double getAlpha(int index)

getFunctionValue

public abstract double getFunctionValue(int index)

isClassificationModel

public abstract boolean isClassificationModel()

getClassificationLabel

public abstract java.lang.String getClassificationLabel(int index)

getRegressionLabel

public abstract double getRegressionLabel(int index)

getId

public abstract java.lang.String getId(int index)

getNumberOfExamples

public abstract int getNumberOfExamples()

getNumberOfAttributes

public abstract int getNumberOfAttributes()

getAttributeValue

public abstract double getAttributeValue(int exampleIndex,
                                         int attributeIndex)

getVisualisationComponent

public java.awt.Component getVisualisationComponent(IOContainer container)

Returns a html label with a table view or a plotter for statistic view.

Specified by:

getVisualisationComponent in interface ResultObject

Overrides:

getVisualisationComponent in class ResultObjectAdapter