Class RemoveWithZeroes
- java.lang.Object
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- weka.filters.Filter
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- weka.filters.SimpleFilter
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- weka.filters.SimpleBatchFilter
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- weka.filters.unsupervised.instance.RemoveWithZeroes
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- All Implemented Interfaces:
Serializable
,weka.core.CapabilitiesHandler
,weka.core.CapabilitiesIgnorer
,weka.core.CommandlineRunnable
,weka.core.OptionHandler
,weka.core.RevisionHandler
,weka.filters.UnsupervisedFilter
public class RemoveWithZeroes extends weka.filters.SimpleBatchFilter implements weka.filters.UnsupervisedFilter
Removes all instances that contain at least the specified number (or percentage) of zeroes in numeric attributes.
Valid options are:
-num-zeroes <number of zeroes or percentage> The number of zeroes that an instance must at least contain in order to be removed. If the number is between 0 and 1, it is interpreted as percentage.
-D Turns on output of debugging information.
- Version:
- $Revision$
- Author:
- fracpete (fracpete at waikato dot ac dot nz)
- See Also:
- Serialized Form
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Field Summary
Fields Modifier and Type Field Description protected int
m_MinZeroes
the minimum number of zeroes that a row must have.protected int
m_NumNumericAttributes
the number of numeric attributes in the dataset.protected double
m_NumZeroes
the number (or percentage) of zeroes that the row must contain to be removed.
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Constructor Summary
Constructors Constructor Description RemoveWithZeroes()
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Method Summary
All Methods Static Methods Instance Methods Concrete Methods Modifier and Type Method Description protected weka.core.Instances
determineOutputFormat(weka.core.Instances inputFormat)
Determines the output format based on the input format and returns this.weka.core.Capabilities
getCapabilities()
Returns the Capabilities of this filter.double
getNumZeroes()
Returns the number of zeroes a row must have at least in order to be removed.String[]
getOptions()
Gets the current settings of the filter.String
getRevision()
Returns the revision string.String
globalInfo()
Returns a string describing this classifier.Enumeration
listOptions()
Returns an enumeration describing the available options.static void
main(String[] args)
Main method for testing this class.String
numZeroesTipText()
Returns the tip text for this property.protected weka.core.Instances
process(weka.core.Instances instances)
Processes the given data (may change the provided dataset) and returns the modified version.protected void
reset()
Resets the filter.void
setNumZeroes(double value)
Sets the number of zeroes a row must have at least in order to be removed.void
setOptions(String[] options)
Parses a list of options for this object.-
Methods inherited from class weka.filters.SimpleBatchFilter
allowAccessToFullInputFormat, batchFinished, hasImmediateOutputFormat, input
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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, makeCopies, makeCopy, mayRemoveInstanceAfterFirstBatchDone, numPendingOutput, output, outputFormatPeek, outputPeek, postExecution, preExecution, push, push, resetQueue, run, runFilter, setDebug, setDoNotCheckCapabilities, setOutputFormat, testInputFormat, toString, useFilter, wekaStaticWrapper
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Field Detail
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m_NumZeroes
protected double m_NumZeroes
the number (or percentage) of zeroes that the row must contain to be removed.
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m_NumNumericAttributes
protected int m_NumNumericAttributes
the number of numeric attributes in the dataset.
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m_MinZeroes
protected int m_MinZeroes
the minimum number of zeroes that a row must have.
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Method Detail
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globalInfo
public String globalInfo()
Returns a string describing this classifier.- Specified by:
globalInfo
in classweka.filters.SimpleFilter
- Returns:
- a description of the classifier suitable for displaying in the explorer/experimenter gui
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listOptions
public Enumeration listOptions()
Returns an enumeration describing the available options.- Specified by:
listOptions
in interfaceweka.core.OptionHandler
- Overrides:
listOptions
in classweka.filters.Filter
- Returns:
- an enumeration of all the available options.
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setOptions
public void setOptions(String[] options) throws Exception
Parses a list of options for this object.- Specified by:
setOptions
in interfaceweka.core.OptionHandler
- Overrides:
setOptions
in classweka.filters.Filter
- Parameters:
options
- the list of options as an array of strings- Throws:
Exception
- if an option is not supported
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getOptions
public String[] getOptions()
Gets the current settings of the filter.- Specified by:
getOptions
in interfaceweka.core.OptionHandler
- Overrides:
getOptions
in classweka.filters.Filter
- Returns:
- an array of strings suitable for passing to setOptions
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setNumZeroes
public void setNumZeroes(double value)
Sets the number of zeroes a row must have at least in order to be removed. 0-1 is interpreted as percentage.- Parameters:
value
- the number of zeroes or percentage
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getNumZeroes
public double getNumZeroes()
Returns the number of zeroes a row must have at least in order to be removed. 0-1 is interpreted as percentage.- Returns:
- the number of zeroes or percentage
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numZeroesTipText
public String numZeroesTipText()
Returns the tip text for this property.- Returns:
- tip text for this property suitable for displaying in the explorer/experimenter gui
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getCapabilities
public weka.core.Capabilities getCapabilities()
Returns the Capabilities of this filter.- Specified by:
getCapabilities
in interfaceweka.core.CapabilitiesHandler
- Overrides:
getCapabilities
in classweka.filters.Filter
- Returns:
- the capabilities of this object
- See Also:
Capabilities
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reset
protected void reset()
Resets the filter.- Overrides:
reset
in classweka.filters.SimpleFilter
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determineOutputFormat
protected weka.core.Instances determineOutputFormat(weka.core.Instances inputFormat) throws Exception
Determines the output format based on the input format and returns this.- Specified by:
determineOutputFormat
in classweka.filters.SimpleFilter
- Parameters:
inputFormat
- the input format to base the output format on- Returns:
- the output format
- Throws:
Exception
- in case the determination goes wrong
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process
protected weka.core.Instances process(weka.core.Instances instances) throws Exception
Processes the given data (may change the provided dataset) and returns the modified version. This method is called in batchFinished().- Specified by:
process
in classweka.filters.SimpleFilter
- Parameters:
instances
- the data to process- Returns:
- the modified data
- Throws:
Exception
- in case the processing goes wrong
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getRevision
public String getRevision()
Returns the revision string.- Specified by:
getRevision
in interfaceweka.core.RevisionHandler
- Overrides:
getRevision
in classweka.filters.Filter
- Returns:
- the revision
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main
public static void main(String[] args)
Main method for testing this class.- Parameters:
args
- should contain arguments to the filter: use -h for help
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