Package weka.filters.unsupervised.attribute

Class Remove

java.lang.Object

weka.filters.Filter

weka.filters.unsupervised.attribute.Remove

All Implemented Interfaces:

Serializable, CapabilitiesHandler, CapabilitiesIgnorer, CommandlineRunnable, OptionHandler, RevisionHandler, WeightedAttributesHandler, WeightedInstancesHandler, StreamableFilter, UnsupervisedFilter

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

An filter that removes a range of attributes from the dataset. Will re-order the remaining attributes if invert matching sense is turned on and the attribute column indices are not specified in ascending order.

Valid options are:

 -R <index1,index2-index4,...>
  Specify list of columns to delete. First and last are valid
  indexes. (default none)
 

 -V
  Invert matching sense (i.e. only keep specified columns)
 

Version:

$Revision$

Author:

Len Trigg (trigg@cs.waikato.ac.nz)

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor	Description
Remove()	Constructor so that we can initialize the Range variable properly.

Method Summary

Modifier and Type	Method	Description
String	attributeIndicesTipText()	Returns the tip text for this property
String	getAttributeIndices()	Get the current range selection.
Capabilities	getCapabilities()	Returns the Capabilities of this filter.
boolean	getInvertSelection()	Get whether the supplied columns are to be removed or kept
String[]	getOptions()	Gets the current settings of the filter.
String	getRevision()	Returns the revision string.
String	globalInfo()	Returns a string describing this filter
boolean	input(Instance instance)	Input an instance for filtering.
String	invertSelectionTipText()	Returns the tip text for this property
Enumeration<Option>	listOptions()	Returns an enumeration describing the available options.
static void	main(String[] argv)	Main method for testing this class.
void	setAttributeIndices(String rangeList)	Set which attributes are to be deleted (or kept if invert is true)
void	setAttributeIndicesArray(int[] attributes)	Set which attributes are to be deleted (or kept if invert is true)
boolean	setInputFormat(Instances instanceInfo)	Sets the format of the input instances.
void	setInvertSelection(boolean invert)	Set whether selected columns should be removed or kept.
void	setOptions(String[] options)	Parses a given list of options.

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

Remove

public Remove()

Constructor so that we can initialize the Range variable properly.

Method Detail

listOptions

public 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(String[] options)
                throws Exception

Parses a given list of options.

Valid options are:

 -R <index1,index2-index4,...>
  Specify list of columns to delete. First and last are valid
  indexes. (default none)
 

 -V
  Invert matching sense (i.e. only keep specified columns)
 

Specified by:

setOptions in interface OptionHandler

Overrides:

setOptions in class Filter

Parameters:

options - the list of options as an array of strings

Throws:

Exception - if an option is not supported

getOptions

public 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

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 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:

Exception - if the format couldn't be set successfully

input

public boolean input(Instance instance)
              throws 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:

IllegalStateException - if no input structure has been defined.

NullPointerException - if the input format has not been defined.

Exception - if the input instance was not of the correct format or if there was a problem with the filtering.

globalInfo

public String globalInfo()

Returns a string describing this filter

Returns:

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

invertSelectionTipText

public String invertSelectionTipText()

Returns the tip text for this property

Returns:

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

getInvertSelection

public boolean getInvertSelection()

Get whether the supplied columns are to be removed or kept

Returns:

true if the supplied columns will be kept

setInvertSelection

public void setInvertSelection(boolean invert)

Set whether selected columns should be removed or kept. If true the selected columns are kept and unselected columns are deleted. If false selected columns are deleted and unselected columns are kept.

Parameters:

invert - the new invert setting

attributeIndicesTipText

public String attributeIndicesTipText()

Returns the tip text for this property

Returns:

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

getAttributeIndices

public String getAttributeIndices()

Get the current range selection.

Returns:

a string containing a comma separated list of ranges

setAttributeIndices

public void setAttributeIndices(String rangeList)

Set which attributes are to be deleted (or kept if invert is true)

Parameters:

rangeList - a string representing the list of attributes. Since the string will typically come from a user, attributes are indexed from 1.
eg: first-3,5,6-last

setAttributeIndicesArray

public void setAttributeIndicesArray(int[] attributes)

Set which attributes are to be deleted (or kept if invert is true)

Parameters:

attributes - an array containing indexes of attributes to select. Since the array will typically come from a program, attributes are indexed from 0.

getRevision

public 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(String[] argv)

Main method for testing this class.

Parameters:

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