weka.filters.unsupervised.attribute

## Class RandomSubset

- java.lang.Object
- - weka.filters.Filter
  - - weka.filters.SimpleFilter
    - - weka.filters.SimpleStreamFilter
      - - weka.filters.unsupervised.attribute.RandomSubset

- All Implemented Interfaces:
    java.io.Serializable, CapabilitiesHandler, CapabilitiesIgnorer, CommandlineRunnable, OptionHandler, Randomizable, RevisionHandler, WeightedAttributesHandler, WeightedInstancesHandler, StreamableFilter

      public class RandomSubset
      extends SimpleStreamFilter
      implements Randomizable, WeightedInstancesHandler, WeightedAttributesHandler

  Chooses a random subset of attributes, either an absolute number or a percentage. The class is always included in the output (as the last attribute).

  Valid options are:

       -N <double>
        The number of attributes to randomly select.
        If < 1 then percentage, >= 1 absolute number.
        (default: 0.5)

       -V
        Invert selection - i.e. randomly remove rather than select.

       -S <int>
        The seed value.
        (default: 1)

       -output-debug-info
        If set, filter is run in debug mode and
        may output additional info to the console

       -do-not-check-capabilities
        If set, filter capabilities are not checked before filter is built
        (use with caution).

  Version:
    $Revision: 14534 $
  Author:
    fracpete (fracpete at waikato dot ac dot nz), eibe@cs.waikato.ac.nz
  See Also:
    Serialized Form

- - ### Constructor Summary

    Constructors
    Constructor and Description
    `RandomSubset()`

  - ### Method Summary

    All Methods Static Methods Instance Methods Concrete Methods
    Modifier and Type | Method and Description
    --- | ---
    `Capabilities` | `getCapabilities()` Returns the Capabilities of this filter.
    `boolean` | `getInvertSelection()` Get whether to invert the selection - i.e.
    `double` | `getNumAttributes()` Get the number of attributes (< 1 percentage, >= 1 absolute number).
    `java.lang.String[]` | `getOptions()` Gets the current settings of the filter.
    `java.lang.String` | `getRevision()` Returns the revision string.
    `int` | `getSeed()` Get the seed value for the random number generator.
    `java.lang.String` | `globalInfo()` Returns a string describing this filter.
    `java.lang.String` | `invertSelectionTipText()` Returns the tip text for this property.
    `java.util.Enumeration<Option>` | `listOptions()` Returns an enumeration describing the available options.
    `static void` | `main(java.lang.String[] args)` Runs the filter with the given parameters.
    `java.lang.String` | `numAttributesTipText()` Returns the tip text for this property.
    `java.lang.String` | `seedTipText()` Returns the tip text for this property.
    `void` | `setInvertSelection(boolean inv)` Set whether to invert the selection - i.e.
    `void` | `setNumAttributes(double value)` Set the number of attributes.
    `void` | `setOptions(java.lang.String[] options)` Parses a given list of options.
    `void` | `setSeed(int value)` Set the seed value for the random number generator.

    - ### Methods inherited from class weka.filters.SimpleStreamFilter

      `batchFinished, input`

    - ### Methods inherited from class weka.filters.SimpleFilter

      `setInputFormat`

    - ### Methods inherited from class weka.filters.Filter

      `batchFilterFile, debugTipText, doNotCheckCapabilitiesTipText, filterFile, getCapabilities, getCopyOfInputFormat, getDebug, getDoNotCheckCapabilities, getOutputFormat, isFirstBatchDone, isNewBatch, isOutputFormatDefined, makeCopies, makeCopy, mayRemoveInstanceAfterFirstBatchDone, numPendingOutput, output, outputPeek, postExecution, preExecution, run, runFilter, setDebug, setDoNotCheckCapabilities, toString, useFilter, wekaStaticWrapper`

    - ### Methods inherited from class java.lang.Object

      `equals, getClass, hashCode, notify, notifyAll, wait, wait, wait`

- - ### Constructor Detail

    - #### RandomSubset

          public RandomSubset()

  - ### Method Detail

    - #### globalInfo

          public java.lang.String globalInfo()

      Returns a string describing this filter.
      Specified by:
        `globalInfo` in class `SimpleFilter`
      Returns:
        a description of the filter suitable for displaying in the explorer/experimenter gui

    - #### listOptions

          public java.util.Enumeration<Option> listOptions()

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

    - #### getOptions

          public java.lang.String[] getOptions()

      Gets the current settings of the filter.
      Specified by:
        `getOptions` in interface `OptionHandler`
      Overrides:
        `getOptions` in class `Filter`
      Returns:
        an array of strings suitable for passing to setOptions

    - #### setOptions

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

      Parses a given list of options.

      Valid options are:

           -N <double>
            The number of attributes to randomly select.
            If < 1 then percentage, >= 1 absolute number.
            (default: 0.5)

           -V
            Invert selection - i.e. randomly remove rather than select.

           -S <int>
            The seed value.
            (default: 1)

           -output-debug-info
            If set, filter is run in debug mode and
            may output additional info to the console

           -do-not-check-capabilities
            If set, filter capabilities are not checked before filter is built
            (use with caution).

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

    - #### numAttributesTipText

          public java.lang.String numAttributesTipText()

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

    - #### getNumAttributes

          public double getNumAttributes()

      Get the number of attributes (< 1 percentage, >= 1 absolute number).
      Returns:
        the number of attributes.

    - #### setNumAttributes

          public void setNumAttributes(double value)

      Set the number of attributes.
      Parameters:
        `value` - the number of attributes to use.

    - #### invertSelectionTipText

          public java.lang.String invertSelectionTipText()

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

    - #### setInvertSelection

          public void setInvertSelection(boolean inv)

      Set whether to invert the selection - i.e. randomly remove rather than select attributes.
      Parameters:
        `inv` - true if the selection should be inverted

    - #### getInvertSelection

          public boolean getInvertSelection()

      Get whether to invert the selection - i.e. randomly remove rather than select attributes.
      Returns:
        true if the selection should be inverted

    - #### seedTipText

          public java.lang.String seedTipText()

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

    - #### getSeed

          public int getSeed()

      Get the seed value for the random number generator.
      Specified by:
        `getSeed` in interface `Randomizable`
      Returns:
        the seed value.

    - #### setSeed

          public void setSeed(int value)

      Set the seed value for the random number generator.
      Specified by:
        `setSeed` in interface `Randomizable`
      Parameters:
        `value` - the seed value.

    - #### 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`

    - #### 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[] args)

      Runs the filter with the given parameters. Use -h to list options.
      Parameters:
        `args` - the commandline options