weka.filters.unsupervised.attribute

## Class MakeIndicator

- java.lang.Object
- - weka.filters.Filter
  - - weka.filters.unsupervised.attribute.MakeIndicator

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

      public class MakeIndicator
      extends Filter
      implements UnsupervisedFilter, StreamableFilter, OptionHandler, WeightedAttributesHandler, WeightedInstancesHandler

  A filter that creates a new dataset with a Boolean attribute replacing a nominal attribute. In the new dataset, a value of 1 is assigned to an instance that exhibits a value in the given range of attribute values, and a value of 0 is assigned to an instance that does not. The Boolean attribute is coded as numeric by default.

  Valid options are:

       -C <col>
        Sets the attribute index.

       -V <index1,index2-index4,...>
        Specify the list of values to indicate. First and last are
        valid indexes (default last)

       -N <index>
        Set if new Boolean attribute nominal.

  Version:
    $Revision: 14534 $
  Author:
    Eibe Frank (eibe@cs.waikato.ac.nz)
  See Also:
    Serialized Form

- - ### Constructor Summary

    Constructors
    Constructor and Description
    `MakeIndicator()` Constructor

  - ### Method Summary

    All Methods Static Methods Instance Methods Concrete Methods
    Modifier and Type | Method and Description
    --- | ---
    `java.lang.String` | `attributeIndexTipText()`
    `java.lang.String` | `getAttributeIndex()` Get the index of the attribute used.
    `Capabilities` | `getCapabilities()` Returns the Capabilities of this filter.
    `boolean` | `getNumeric()` Check if new attribute is to be numeric.
    `java.lang.String[]` | `getOptions()` Gets the current settings of the filter.
    `java.lang.String` | `getRevision()` Returns the revision string.
    `java.lang.String` | `getValueIndices()` Get the indices of the indicator values.
    `Range` | `getValueRange()` Get the range containing the indicator values.
    `java.lang.String` | `globalInfo()`
    `boolean` | `input(Instance instance)` Input an instance for filtering.
    `java.util.Enumeration<Option>` | `listOptions()` Returns an enumeration describing the available options.
    `static void` | `main(java.lang.String[] argv)` Main method for testing this class.
    `java.lang.String` | `numericTipText()`
    `void` | `setAttributeIndex(java.lang.String attIndex)` Sets index of the attribute used.
    `boolean` | `setInputFormat(Instances instanceInfo)` Sets the format of the input instances.
    `void` | `setNumeric(boolean bool)` Sets if the new Attribute is to be numeric.
    `void` | `setOptions(java.lang.String[] options)` Parses a given list of options.
    `void` | `setValueIndex(int index)` Sets index of the indicator value.
    `void` | `setValueIndices(java.lang.String range)` Sets indices of the indicator values.
    `void` | `setValueIndicesArray(int[] indices)` Set which attributes are to be deleted (or kept if invert is true)
    `java.lang.String` | `valueIndicesTipText()`

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

      `batchFilterFile, batchFinished, 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

    - #### MakeIndicator

          public MakeIndicator()

      Constructor

  - ### Method Detail

    - #### 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:
        `UnsupportedAttributeTypeException` - the selecte attribute is not nominal
        `UnsupportedAttributeTypeException` - the selecte attribute has fewer than two values.
        `java.lang.Exception` - if the inputFormat can't be set successfully

    - #### input

          public boolean input(Instance instance)

      Input an instance for filtering. The instance is processed and made available for output immediately.
      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 set.

    - #### 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.

    - #### setOptions

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

      Parses a given list of options.

      Valid options are:

           -C <col>
            Sets the attribute index.

           -V <index1,index2-index4,...>
            Specify the list of values to indicate. First and last are
            valid indexes (default last)

           -N <index>
            Set if new Boolean attribute nominal.

      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

    - #### 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

    - #### globalInfo

          public java.lang.String globalInfo()

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

    - #### attributeIndexTipText

          public java.lang.String attributeIndexTipText()

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

    - #### getAttributeIndex

          public java.lang.String getAttributeIndex()

      Get the index of the attribute used.
      Returns:
        the index of the attribute

    - #### setAttributeIndex

          public void setAttributeIndex(java.lang.String attIndex)

      Sets index of the attribute used.
      Parameters:
        `attIndex` - the index of the attribute

    - #### getValueRange

          public Range getValueRange()

      Get the range containing the indicator values.
      Returns:
        the range containing the indicator values

    - #### valueIndicesTipText

          public java.lang.String valueIndicesTipText()

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

    - #### getValueIndices

          public java.lang.String getValueIndices()

      Get the indices of the indicator values.
      Returns:
        the indices of the indicator values

    - #### setValueIndices

          public void setValueIndices(java.lang.String range)

      Sets indices of the indicator values.
      Parameters:
        `range` - the string representation of the indicator value indices
      See Also:
        `Range`

    - #### setValueIndex

          public void setValueIndex(int index)

      Sets index of the indicator value.
      Parameters:
        `index` - the index of the indicator value

    - #### setValueIndicesArray

          public void setValueIndicesArray(int[] indices)

      Set which attributes are to be deleted (or kept if invert is true)
      Parameters:
        `indices` - an array containing indexes of attributes to select. Since the array will typically come from a program, attributes are indexed from 0.

    - #### numericTipText

          public java.lang.String numericTipText()

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

    - #### setNumeric

          public void setNumeric(boolean bool)

      Sets if the new Attribute is to be numeric.
      Parameters:
        `bool` - true if new Attribute is to be numeric

    - #### getNumeric

          public boolean getNumeric()

      Check if new attribute is to be numeric.
      Returns:
        true if new attribute is to be numeric

    - #### 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