weka.filters.unsupervised.attribute

Class PotentialClassIgnorer

java.lang.Object

weka.filters.Filter

weka.filters.unsupervised.attribute.PotentialClassIgnorer

All Implemented Interfaces:

java.io.Serializable, CapabilitiesHandler, CapabilitiesIgnorer, CommandlineRunnable, OptionHandler, RevisionHandler

Direct Known Subclasses:

Center, Discretize, MathExpression, MergeManyValues, Normalize, NumericToBinary, OrdinalToNumeric, ReplaceMissingValues, ReplaceMissingWithUserConstant, Standardize

public abstract class PotentialClassIgnorer
extends Filter
implements OptionHandler

This filter should be extended by other unsupervised attribute filters to allow processing of the class attribute if that's required. It the class is to be ignored it is essential that the extending filter does not change the position (i.e. index) of the attribute that is originally the class attribute !

Version:

$Revision: 10215 $

Author:

Eibe Frank (eibe@cs.waikato.ac.nz), Mark Hall (mhall@cs.waikato.ac.nz)

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
PotentialClassIgnorer()

Method Summary

Modifier and Type	Method and Description
boolean	getIgnoreClass() Gets the IgnoreClass value.
java.lang.String[]	getOptions() Gets the current settings of the filter.
Instances	getOutputFormat() Gets the format of the output instances.
java.lang.String	ignoreClassTipText() Returns the tip text for this property
java.util.Enumeration<Option>	listOptions() Returns an enumeration describing the available options.
void	setIgnoreClass(boolean newIgnoreClass) Set the IgnoreClass value.
boolean	setInputFormat(Instances instanceInfo) Sets the format of the input instances.
void	setOptions(java.lang.String[] options) Parses a list of options for this object.

Methods inherited from class weka.filters.Filter

batchFilterFile, batchFinished, debugTipText, doNotCheckCapabilitiesTipText, filterFile, getCapabilities, getCapabilities, getCopyOfInputFormat, getDebug, getDoNotCheckCapabilities, getRevision, input, isFirstBatchDone, isNewBatch, isOutputFormatDefined, main, 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

Methods inherited from interface weka.core.OptionHandler

makeCopy

Constructor Detail

PotentialClassIgnorer

public PotentialClassIgnorer()

Method Detail

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 list of options for this object.

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

setInputFormat

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

Sets the format of the input instances. If the filter is able to determine the output format before seeing any input instances, it does so here. This default implementation clears the output format and output queue, and the new batch flag is set. Overriders should call super.setInputFormat(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 the inputFormat can't be set successfully

getOutputFormat

public Instances getOutputFormat()

Gets the format of the output instances. This should only be called after input() or batchFinished() has returned true. The relation name of the output instances should be changed to reflect the action of the filter (eg: add the filter name and options).

Overrides:

getOutputFormat in class Filter

Returns:

an Instances object containing the output instance structure only.

Throws:

java.lang.NullPointerException - if no input structure has been defined (or the output format hasn't been determined yet)

ignoreClassTipText

public java.lang.String ignoreClassTipText()

Returns the tip text for this property

Returns:

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

setIgnoreClass

public void setIgnoreClass(boolean newIgnoreClass)

Set the IgnoreClass value. Set this to true if the class index is to be unset before the filter is applied.

Parameters:

newIgnoreClass - The new IgnoreClass value.

getIgnoreClass

public boolean getIgnoreClass()

Gets the IgnoreClass value. If this to true then the class index is to unset before the filter is applied.

Returns:

the current IgnoreClass value.