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## weka.filters.unsupervised.instance
Class Normalize

    java.lang.Object
      weka.filters.Filter
          weka.filters.unsupervised.instance.Normalize

All Implemented Interfaces:
  java.io.Serializable, CapabilitiesHandler, OptionHandler, RevisionHandler, UnsupervisedFilter

    public class Normalize

extends Filter
implements UnsupervisedFilter, OptionHandler

An instance filter that normalize instances considering only numeric attributes and ignoring class index.

Valid options are:

     -N <num>
      Specify the norm that each instance must have (default 1.0)

     -L <num>
      Specify L-norm to use (default 2.0)

Version:
  $Revision: 5548 $
Author:
  Julien Prados
See Also:
  Serialized Form

Constructor Summary
`Normalize()`

Method Summary
`Capabilities` | `getCapabilities()` Returns the Capabilities of this filter.
`double` | `getLNorm()` Get the L Norm used.
`double` | `getNorm()` Get the instance's Norm.
`java.lang.String[]` | `getOptions()` Gets the current settings of the filter.
`java.lang.String` | `getRevision()` Returns the revision string.
`java.lang.String` | `globalInfo()` Returns a string describing this filter
`boolean` | `input(Instance instance)` Input an instance for filtering.
`java.util.Enumeration` | `listOptions()` Returns an enumeration describing the available options.
`java.lang.String` | `LNormTipText()` Returns the tip text for this property
`static void` | `main(java.lang.String[] argv)` Main method for testing this class.
`java.lang.String` | `normTipText()` Returns the tip text for this property
`boolean` | `setInputFormat(Instances instanceInfo)` Sets the format of the input instances.
`void` | `setLNorm(double newLNorm)` Set the L-norm to used
`void` | `setNorm(double newNorm)` Set the norm of the instances
`void` | `setOptions(java.lang.String[] options)` Parses a given list of options.

Methods inherited from class weka.filters.Filter
`batchFilterFile, batchFinished, filterFile, getCapabilities, getOutputFormat, isFirstBatchDone, isNewBatch, isOutputFormatDefined, makeCopies, makeCopy, numPendingOutput, output, outputPeek, toString, useFilter, wekaStaticWrapper`

Methods inherited from class java.lang.Object
`equals, getClass, hashCode, notify, notifyAll, wait, wait, wait`

Constructor Detail

### Normalize

    public Normalize()

Method Detail

### globalInfo

    public java.lang.String globalInfo()

  Returns a string describing this filter

  Returns:
    a description of the filter suitable for displaying in the explorer/experimenter gui

### LNormTipText

    public java.lang.String LNormTipText()

  Returns the tip text for this property

  Returns:
    tip text for this property suitable for displaying in the explorer/experimenter gui

### normTipText

    public java.lang.String normTipText()

  Returns the tip text for this property

  Returns:
    tip text for this property suitable for displaying in the explorer/experimenter gui

### listOptions

    public java.util.Enumeration listOptions()

  Returns an enumeration describing the available options.

  Specified by:
    `listOptions` in interface `OptionHandler`
  Returns:
    an enumeration of all the available options.

### setOptions

    public void setOptions(java.lang.String[] options)
                    throws java.lang.Exception

  Parses a given list of options.

  Valid options are:

       -N <num>
        Specify the norm that each instance must have (default 1.0)

       -L <num>
        Specify L-norm to use (default 2.0)

  Specified by:
    `setOptions` in interface `OptionHandler`
  Parameters:
    `options` - the list of options as an array of strings
  Throws:
    `java.lang.Exception` - if an option is not supported

### getOptions

    public java.lang.String[] getOptions()

  Gets the current settings of the filter.

  Specified by:
    `getOptions` in interface `OptionHandler`
  Returns:
    an array of strings suitable for passing to setOptions

### getNorm

    public double getNorm()

  Get the instance's Norm.

  Returns:
    the Norm

### setNorm

    public void setNorm(double newNorm)

  Set the norm of the instances

  Parameters:
    `newNorm` - the norm to wich the instances must be set

### getLNorm

    public double getLNorm()

  Get the L Norm used.

  Returns:
    the L-norm used

### setLNorm

    public void setLNorm(double newLNorm)

  Set the L-norm to used

  Parameters:
    `newLNorm` - the L-norm

### getCapabilities

    public Capabilities getCapabilities()

  Returns the Capabilities of this filter.

  Specified by:
    `getCapabilities` in interface `CapabilitiesHandler`
  Overrides:
    `getCapabilities` in class `Filter`
  Returns:
    the capabilities of this object
  See Also:
    `Capabilities`

### setInputFormat

    public boolean setInputFormat(Instances instanceInfo)
                           throws java.lang.Exception

  Sets the format of the input instances.

  Overrides:
    `setInputFormat` in class `Filter`
  Parameters:
    `instanceInfo` - an Instances object containing the input instance structure (any instances contained in the object are ignored - only the structure is required).
  Returns:
    true if the outputFormat may be collected immediately
  Throws:
    `java.lang.Exception` - if format cannot be processed

### input

    public boolean input(Instance instance)
                  throws java.lang.Exception

  Input an instance for filtering. Ordinarily the instance is processed and made available for output immediately. Some filters require all instances be read before producing output.

  Overrides:
    `input` in class `Filter`
  Parameters:
    `instance` - the input instance
  Returns:
    true if the filtered instance may now be collected with output().
  Throws:
    `java.lang.IllegalStateException` - if no input format has been defined.
    `java.lang.NullPointerException` - if the input format has not been defined.
    `java.lang.Exception` - if the input instance was not of the correct format or if there was a problem with the filtering.

### getRevision

    public java.lang.String getRevision()

  Returns the revision string.

  Specified by:
    `getRevision` in interface `RevisionHandler`
  Overrides:
    `getRevision` in class `Filter`
  Returns:
    the revision

### main

    public static void main(java.lang.String[] argv)

  Main method for testing this class.

  Parameters:
    `argv` - should contain arguments to the filter: use -h for help

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