com.rapidminer.operator.learner.functions.kernel
Class KernelModel

java.lang.Object
  com.rapidminer.operator.AbstractIOObject
      com.rapidminer.operator.ResultObjectAdapter
          com.rapidminer.operator.AbstractModel
              com.rapidminer.operator.learner.PredictionModel
                  com.rapidminer.operator.learner.functions.kernel.KernelModel

All Implemented Interfaces:

IOObject, Model, ResultObject, Readable, Reportable, LoggingHandler, java.io.Serializable

Direct Known Subclasses:

AbstractMySVMModel, EvoSVMModel, GPModel, KernelLogisticRegressionModel, 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.

Author:

Ingo Mierswa

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class com.rapidminer.operator.AbstractIOObject

AbstractIOObject.InputStreamProvider

Constructor Summary

KernelModel(ExampleSet exampleSet)

Method Summary

DataTable	createWeightsTable()
abstract double	getAlpha(int index)
java.lang.String[]	getAttributeConstructions()
abstract double	getAttributeValue(int exampleIndex, int attributeIndex)
abstract double	getBias()
abstract java.lang.String	getClassificationLabel(int index)
abstract double	getFunctionValue(int index)
abstract java.lang.String	getId(int index)
java.lang.String	getName() The default implementation returns the classname without package.
abstract int	getNumberOfAttributes()
abstract int	getNumberOfSupportVectors()
abstract double	getRegressionLabel(int index)
abstract SupportVector	getSupportVector(int index)
abstract boolean	isClassificationModel()
java.lang.String	toString() Returns a string representation of this model.

Methods inherited from class com.rapidminer.operator.learner.PredictionModel

apply, checkCompatibility, copyPredictedLabel, createPredictedLabel, createPredictionAttributes, getLabel, performPrediction, removePredictedLabel, removePredictedLabel, supportsConfidences

Methods inherited from class com.rapidminer.operator.AbstractModel

getExtension, getFileDescription, getTrainingHeader, isInTargetEncoding, isUpdatable, setParameter, updateModel

Methods inherited from class com.rapidminer.operator.ResultObjectAdapter

addAction, getActions, getAnnotations, getResultIcon, log, log, logError, logNote, logWarning, toHTML, toResultString

Methods inherited from class com.rapidminer.operator.AbstractIOObject

appendOperatorToHistory, copy, getLog, getProcessingHistory, getSource, initWriting, read, read, read, read, setLoggingHandler, setSource, write

Methods inherited from class java.lang.Object

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

Methods inherited from interface com.rapidminer.operator.ResultObject

getActions, getResultIcon, toResultString

Methods inherited from interface com.rapidminer.operator.IOObject

appendOperatorToHistory, copy, getAnnotations, getLog, getProcessingHistory, getSource, setLoggingHandler, setSource, write

Constructor Detail

KernelModel

public KernelModel(ExampleSet exampleSet)

Method Detail

getBias

public abstract double getBias()

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)

getSupportVector

public abstract SupportVector getSupportVector(int index)

getNumberOfSupportVectors

public abstract int getNumberOfSupportVectors()

getNumberOfAttributes

public abstract int getNumberOfAttributes()

getAttributeValue

public abstract double getAttributeValue(int exampleIndex,
                                         int attributeIndex)

getAttributeConstructions

public java.lang.String[] getAttributeConstructions()

getName

public java.lang.String getName()

The default implementation returns the classname without package.

Specified by:

getName in interface ResultObject

Overrides:

getName in class AbstractModel

toString

public java.lang.String toString()

Returns a string representation of this model.

Specified by:

toString in interface Readable

Overrides:

toString in class PredictionModel

createWeightsTable

public DataTable createWeightsTable()