com.rapidminer.operator.features.transformation
Class KernelPCAModel

java.lang.Object
  com.rapidminer.operator.AbstractIOObject
      com.rapidminer.operator.ResultObjectAdapter
          com.rapidminer.operator.AbstractModel
              com.rapidminer.operator.features.transformation.KernelPCAModel

All Implemented Interfaces:

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

public class KernelPCAModel
extends AbstractModel

The model for the Kernel-PCA.

Author:

Sebastian Land

See Also:

Serialized Form

Constructor Summary

protected	KernelPCAModel(ExampleSet exampleSet)
	KernelPCAModel(ExampleSet exampleSet, double[] means, Jama.Matrix eigenVectors, java.util.ArrayList<double[]> exampleValues, Kernel kernel)

Method Summary

ExampleSet	apply(ExampleSet exampleSet) Applies the model on the given example set.
java.lang.String	toString()

Methods inherited from class com.rapidminer.operator.AbstractModel

getExtension, getFileDescription, getName, getResultIcon, getTrainingHeader, isUpdatable, setParameter, updateModel

Methods inherited from class com.rapidminer.operator.ResultObjectAdapter

addAction, getActions, getVisualizationComponent, isSavable, log, logError, logNote, logWarning, save, toHTML, toResultString

Methods inherited from class com.rapidminer.operator.AbstractIOObject

copy, getLog, getSource, initWriting, 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, getVisualizationComponent, toResultString

Methods inherited from interface com.rapidminer.operator.IOObject

copy, getLog, getSource, setLoggingHandler, setSource, write

Methods inherited from interface com.rapidminer.operator.Saveable

isSavable, save

Constructor Detail

KernelPCAModel

protected KernelPCAModel(ExampleSet exampleSet)

KernelPCAModel

public KernelPCAModel(ExampleSet exampleSet,
                      double[] means,
                      Jama.Matrix eigenVectors,
                      java.util.ArrayList<double[]> exampleValues,
                      Kernel kernel)

Method Detail

apply

public ExampleSet apply(ExampleSet exampleSet)
                 throws OperatorException

Description copied from interface: Model

Applies the model on the given example set. Please note that the delivered example set might be the same as the input example set. This does, however, no always to be the case.

Throws:

OperatorException

toString

public java.lang.String toString()

Specified by:

toString in interface Readable

Overrides:

toString in class java.lang.Object