Package weka.filters.unsupervised.instance

Class DatasetCleaner

java.lang.Object

weka.filters.Filter

weka.filters.SimpleFilter

weka.filters.SimpleBatchFilter

weka.filters.unsupervised.instance.AbstractRowFinderApplier

weka.filters.unsupervised.instance.DatasetCleaner

All Implemented Interfaces:

Serializable, weka.core.CapabilitiesHandler, weka.core.CapabilitiesIgnorer, weka.core.CommandlineRunnable, weka.core.OptionHandler, weka.core.RevisionHandler

public class DatasetCleaner
extends AbstractRowFinderApplier

Removes all rows from the data data that have been indentified.

Valid options are:

 -D
  Turns on output of debugging information.

 -W <row finder specification>
  Full class name of row finder to use, followed
  by scheme options. eg:
   "adams.data.weka.rowfinder.NullFinder -D 1"
  (default: adams.data.weka.rowfinder.NullFinder)

 -invert
  Whether to invert the found row indices.
  (default: off)

Version:

$Revision$

Author:

fracpete (fracpete at waikato dot ac dot nz)

See Also:

Serialized Form

Field Summary

Fields inherited from class weka.filters.unsupervised.instance.AbstractRowFinderApplier

m_Invert, m_OnlyFirstBatch, m_RowFinder

Fields inherited from class weka.filters.Filter

m_Debug, m_DoNotCheckCapabilities, m_FirstBatchDone, m_InputRelAtts, m_InputStringAtts, m_NewBatch, m_OutputRelAtts, m_OutputStringAtts

Constructor Summary

Constructors

Constructor	Description
DatasetCleaner()

Method Summary

Modifier and Type	Method	Description
protected weka.core.Instances	apply(weka.core.Instances data, int[] indices)	Applies the indices to the data.
protected weka.core.Instances	determineOutputFormat(weka.core.Instances inputFormat)	Determines the output format based on the input format and returns this.
String	getRevision()	Returns the revision string.
String	globalInfo()	Returns a string describing this classifier.
protected boolean	mayRemoveInstances()	Method that returns whether the filter may remove instances after the first batch has been done.
String	rowFinderTipText()	Returns the tip text for this property.

Methods inherited from class weka.filters.unsupervised.instance.AbstractRowFinderApplier

getCapabilities, getInvert, getOnlyFirstBatch, getOptions, getRowFinder, invertTipText, listOptions, mayRemoveInstanceAfterFirstBatchDone, onlyFirstBatchTipText, process, setInvert, setOnlyFirstBatch, setOptions, setRowFinder

Methods inherited from class weka.filters.SimpleBatchFilter

allowAccessToFullInputFormat, batchFinished, hasImmediateOutputFormat, input

Methods inherited from class weka.filters.SimpleFilter

reset, setInputFormat

Methods inherited from class weka.filters.Filter

batchFilterFile, bufferInput, copyValues, copyValues, debugTipText, doNotCheckCapabilitiesTipText, filterFile, flushInput, getCapabilities, getDebug, getDoNotCheckCapabilities, getInputFormat, getOutputFormat, initInputLocators, initOutputLocators, inputFormatPeek, isFirstBatchDone, isNewBatch, isOutputFormatDefined, main, makeCopies, makeCopy, numPendingOutput, output, outputFormatPeek, outputPeek, postExecution, preExecution, push, push, resetQueue, run, runFilter, setDebug, setDoNotCheckCapabilities, setOutputFormat, testInputFormat, toString, useFilter, wekaStaticWrapper

Methods inherited from class java.lang.Object

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

Constructor Detail

DatasetCleaner

public DatasetCleaner()

Method Detail

globalInfo

public String globalInfo()

Returns a string describing this classifier.

Specified by:

globalInfo in class weka.filters.SimpleFilter

Returns:

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

rowFinderTipText

public String rowFinderTipText()

Returns the tip text for this property.

Specified by:

rowFinderTipText in class AbstractRowFinderApplier

Returns:

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

determineOutputFormat

protected weka.core.Instances determineOutputFormat(weka.core.Instances inputFormat)
                                             throws Exception

Determines the output format based on the input format and returns this. In case the output format cannot be returned immediately, i.e., immediateOutputFormat() returns false, then this method will be called from batchFinished().

Specified by:

determineOutputFormat in class AbstractRowFinderApplier

Parameters:

inputFormat - the input format to base the output format on

Returns:

the output format

Throws:

Exception - in case the determination goes wrong

mayRemoveInstances

protected boolean mayRemoveInstances()

Method that returns whether the filter may remove instances after the first batch has been done.

Specified by:

mayRemoveInstances in class AbstractRowFinderApplier

Returns:

always true

See Also:

AbstractRowFinderApplier.mayRemoveInstanceAfterFirstBatchDone()

apply

protected weka.core.Instances apply(weka.core.Instances data,
                                    int[] indices)

Applies the indices to the data. In case inverting is enabled, the indices have already been inverted.

Specified by:

apply in class AbstractRowFinderApplier

Parameters:

data - the data to process

indices - the indices to use

Returns:

the processed data

getRevision

public String getRevision()

Returns the revision string.

Specified by:

getRevision in interface weka.core.RevisionHandler

Overrides:

getRevision in class weka.filters.Filter

Returns:

the revision