com.rapidminer.operator.preprocessing.normalization
Class MinMaxNormalizationModel

java.lang.Object
  com.rapidminer.operator.AbstractIOObject
      com.rapidminer.operator.ResultObjectAdapter
          com.rapidminer.operator.AbstractModel
              com.rapidminer.operator.preprocessing.PreprocessingModel
                  com.rapidminer.operator.preprocessing.normalization.AbstractNormalizationModel
                      com.rapidminer.operator.preprocessing.normalization.MinMaxNormalizationModel

All Implemented Interfaces:

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

public class MinMaxNormalizationModel
extends AbstractNormalizationModel

A simple model which can be used to transform all regular attributes into a value range between the given min and max values.

Author:

Ingo Mierswa, Sebastian Land

See Also:

Serialized Form

Nested Class Summary

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

AbstractIOObject.InputStreamProvider

Constructor Summary

MinMaxNormalizationModel(ExampleSet exampleSet, double min, double max, java.util.HashMap<java.lang.String,Tupel<java.lang.Double,java.lang.Double>> attributeRanges)
Create a new normalization model.

Method Summary

java.lang.String	getName() Returns a nicer name.
Attributes	getTargetAttributes(ExampleSet viewParent) This method has to return a legal Attributes object containing every Attribute, the view should contain
double	getValue(Attribute targetAttribute, double value) This method has to provide the attribute value mapping for the view.
java.lang.String	toString() Returns a string representation of this model.

Methods inherited from class com.rapidminer.operator.preprocessing.normalization.AbstractNormalizationModel

applyOnData, applyOnData, computeValue

Methods inherited from class com.rapidminer.operator.preprocessing.PreprocessingModel

apply, isSupportingAttributeRoles, setParameter, toResultString

Methods inherited from class com.rapidminer.operator.AbstractModel

getExtension, getFileDescription, getTrainingHeader, isInTargetEncoding, isUpdatable, updateModel

Methods inherited from class com.rapidminer.operator.ResultObjectAdapter

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

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.Model

getTrainingHeader, isUpdatable, updateModel

Methods inherited from interface com.rapidminer.operator.ResultObject

getActions, getResultIcon

Methods inherited from interface com.rapidminer.operator.IOObject

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

Methods inherited from interface com.rapidminer.report.Readable

isInTargetEncoding

Constructor Detail

MinMaxNormalizationModel

public MinMaxNormalizationModel(ExampleSet exampleSet,
                                double min,
                                double max,
                                java.util.HashMap<java.lang.String,Tupel<java.lang.Double,java.lang.Double>> attributeRanges)

Create a new normalization model.

Method Detail

getTargetAttributes

public Attributes getTargetAttributes(ExampleSet viewParent)

Description copied from interface: ViewModel

This method has to return a legal Attributes object containing every Attribute, the view should contain

Returns:

The attribute object

getValue

public double getValue(Attribute targetAttribute,
                       double value)

Description copied from interface: ViewModel

This method has to provide the attribute value mapping for the view. The views attributes will ask this method for their value.

Parameters:

targetAttribute - the attribute, which asks for his value

value - the value the source attribute had in original data

Returns:

the value the attribute should have in target view

getName

public java.lang.String getName()

Returns a nicer name. Necessary since this model is defined as inner class.

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 java.lang.Object