com.rapidminer.operator.features.transformation
Class SOMDimensionalityReductionModel

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

All Implemented Interfaces:

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

public class SOMDimensionalityReductionModel
extends AbstractModel

The model for the SOM dimensionality reduction.

Author:

Sebastian Land, Ingo Mierswa

See Also:

Serialized Form

Constructor Summary

protected

SOMDimensionalityReductionModel(ExampleSet exampleSet, KohonenNet net, int dimensions)

Method Summary

ExampleSet	apply(ExampleSet exampleSet) Applies the model on the given example set.
java.lang.String	getName() The default implementation returns the result of the super class.
java.lang.String	toString()

Methods inherited from class com.rapidminer.operator.AbstractModel

getExtension, getFileDescription, 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

SOMDimensionalityReductionModel

protected SOMDimensionalityReductionModel(ExampleSet exampleSet,
                                          KohonenNet net,
                                          int dimensions)

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

getName

public java.lang.String getName()

Description copied from class: AbstractModel

The default implementation returns the result of the super class. If the string ends with model, the substring "model" is removed.

Specified by:

getName in interface ResultObject

Overrides:

getName in class AbstractModel

toString

public java.lang.String toString()

Specified by:

toString in interface Readable

Overrides:

toString in class java.lang.Object