weka.filters.unsupervised.attribute
Class StringToNominal

java.lang.Object
  weka.filters.Filter
      weka.filters.unsupervised.attribute.StringToNominal

All Implemented Interfaces:

OptionHandler, java.io.Serializable, UnsupervisedFilter

public class StringToNominal

extends Filter

implements UnsupervisedFilter, OptionHandler

Converts a string attribute (i.e. unspecified number of values) to nominal (i.e. set number of values). You should ensure that all string values that will appear are represented in the dataset.

Valid filter-specific options are:

-C col
Index of the attribute to be changed. (default last)

Version:

$Revision: 1.4 $

Author:

Len Trigg (len@reeltwo.com)

See Also:

Serialized Form

Field Summary

private SingleIndex

m_AttIndex The attribute's index setting.

Fields inherited from class weka.filters.Filter

m_NewBatch

Constructor Summary

StringToNominal()

Method Summary

java.lang.String	attributeIndexTipText()
boolean	batchFinished() Signifies that this batch of input to the filter is finished.
java.lang.String	getAttributeIndex() Get the index of the attribute used.
java.lang.String[]	getOptions() Gets the current settings of the filter.
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.
static void	main(java.lang.String[] argv) Main method for testing this class.
void	setAttributeIndex(java.lang.String attIndex) Sets index of the attribute used.
boolean	setInputFormat(Instances instanceInfo) Sets the format of the input instances.
void	setOptions(java.lang.String[] options) Parses the options for this object.
private void	setOutputFormat() Set the output format.

Methods inherited from class weka.filters.Filter

batchFilterFile, bufferInput, copyStringValues, copyStringValues, filterFile, flushInput, getInputFormat, getInputStringIndex, getOutputFormat, getOutputStringIndex, getStringIndices, inputFormat, inputFormatPeek, isOutputFormatDefined, numPendingOutput, output, outputFormat, outputFormatPeek, outputPeek, push, resetQueue, setOutputFormat, useFilter

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

m_AttIndex

private SingleIndex m_AttIndex

The attribute's index setting.

Constructor Detail

StringToNominal

public StringToNominal()

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

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 - if the selected attribute a string attribute.

java.lang.Exception - if the input format 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 structure has been defined.

batchFinished

public boolean batchFinished()

Signifies that this batch of input to the filter is finished. If the filter requires all instances prior to filtering, output() may now be called to retrieve the filtered instances.

Overrides:

batchFinished in class Filter

Returns:

true if there are instances pending output.

Throws:

java.lang.IllegalStateException - if no input structure has been defined.

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 the options for this object. Valid options are:

-C col
The column containing the values to be merged. (default last)

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

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.

setOutputFormat

private void setOutputFormat()

Set the output format. Takes the current average class values and m_InputFormat and calls setOutputFormat(Instances) appropriately.

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