RemoveFrequentValues (weka-dev 3.7.11 API)

java.lang.Object
- weka.filters.Filter
- - weka.filters.unsupervised.instance.RemoveFrequentValues

All Implemented Interfaces:

Serializable, CapabilitiesHandler, OptionHandler, RevisionHandler, UnsupervisedFilter
```
public class RemoveFrequentValues
extends Filter
implements OptionHandler, UnsupervisedFilter
```
Determines which values (frequent or infrequent ones) of an (nominal) attribute are retained and filters the instances accordingly. In case of values with the same frequency, they are kept in the way they appear in the original instances object. E.g. if you have the values "1,2,3,4" with the frequencies "10,5,5,3" and you chose to keep the 2 most common values, the values "1,2" would be returned, since the value "2" comes before "3", even though they have the same frequency.
Valid options are:
```
 -C <num>
  Choose attribute to be used for selection.
 
```
```
 -N <num>
  Number of values to retain for the sepcified attribute, 
  i.e. the ones with the most instances (default 2).
 
```
```
 -L
  Instead of values with the most instances the ones with the 
  least are retained.
 
```
```
 -H
  When selecting on nominal attributes, removes header
  references to excluded values.
 
```
```
 -V
  Invert matching sense.
 
```
Version:

$Revision: 10649 $

Author:

FracPete (fracpete at waikato dot ac dot nz)

See Also:
Serialized Form

Constructor Summary

Constructors
Constructor and Description

RemoveFrequentValues()

Constructors
Constructor and Description
`RemoveFrequentValues()`

Method Summary

Methods
Modifier and Type	Method and Description
`String`	`attributeIndexTipText()` Returns the tip text for this property
`boolean`	`batchFinished()` Signifies that this batch of input to the filter is finished.
`void`	`determineValues(Instances inst)` determines the values to retain, it is always at least 1 and up to the maximum number of distinct values
`String`	`getAttributeIndex()` Get the index of the attribute used.
`Capabilities`	`getCapabilities()` Returns the Capabilities of this filter.
`boolean`	`getInvertSelection()` Get whether the supplied columns are to be removed or kept
`boolean`	`getModifyHeader()` Gets whether the header will be modified when selecting on nominal attributes.
`int`	`getNumValues()` Gets how many values are retained
`String[]`	`getOptions()` Gets the current settings of the filter.
`String`	`getRevision()` Returns the revision string.
`boolean`	`getUseLeastValues()` Gets whether to use values with least or most instances
`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
`boolean`	`isNominal()` Returns true if selection attribute is nominal.
`Enumeration<Option>`	`listOptions()` Returns an enumeration describing the available options.
`static void`	`main(String[] argv)` Main method for testing this class.
`String`	`modifyHeaderTipText()` Returns the tip text for this property
`String`	`numValuesTipText()` Returns the tip text for this property
`void`	`setAttributeIndex(String attIndex)` Sets index of the attribute used.
`boolean`	`setInputFormat(Instances instanceInfo)` Sets the format of the input instances.
`void`	`setInvertSelection(boolean invert)` Set whether selected values should be removed or kept.
`void`	`setModifyHeader(boolean newModifyHeader)` Sets whether the header will be modified when selecting on nominal attributes.
`void`	`setNumValues(int numValues)` Sets how many values are retained
`void`	`setOptions(String[] options)` Parses a given list of options.
`void`	`setUseLeastValues(boolean leastValues)` Sets whether to use values with least or most instances
`String`	`useLeastValuesTipText()` Returns the tip text for this property

Methods inherited from class weka.filters.Filter
batchFilterFile, filterFile, getCapabilities, getOutputFormat, isFirstBatchDone, isNewBatch, isOutputFormatDefined, makeCopies, makeCopy, mayRemoveInstanceAfterFirstBatchDone, numPendingOutput, output, outputPeek, runFilter, toString, useFilter, wekaStaticWrapper

Methods inherited from class java.lang.Object
equals, getClass, hashCode, notify, notifyAll, wait, wait, wait

- Constructor Detail
  - RemoveFrequentValues
```
public RemoveFrequentValues()
```
- Method Detail
  - globalInfo
```
public String globalInfo()
```
    Returns a string describing this filter
    
    Returns:
    a description of the classifier suitable for displaying in the explorer/experimenter gui
  - listOptions
```
public Enumeration<Option> 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(String[] options)
                throws Exception
```
    Parses a given list of options.
    Valid options are:
```
 -C <num>
  Choose attribute to be used for selection.
 
```
```
 -N <num>
  Number of values to retain for the sepcified attribute, 
  i.e. the ones with the most instances (default 2).
 
```
```
 -L
  Instead of values with the most instances the ones with the 
  least are retained.
 
```
```
 -H
  When selecting on nominal attributes, removes header
  references to excluded values.
 
```
```
 -V
  Invert matching sense.
 
```
    Specified by:
    
    setOptions in interface OptionHandler
    
    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
    
    Returns:
    an array of strings suitable for passing to setOptions
  - attributeIndexTipText
```
public String attributeIndexTipText()
```
    Returns the tip text for this property
    
    Returns:
    tip text for this property suitable for displaying in the explorer/experimenter gui
  - getAttributeIndex
```
public String getAttributeIndex()
```
    Get the index of the attribute used.
    
    Returns:
    the index of the attribute
  - setAttributeIndex
```
public void setAttributeIndex(String attIndex)
```
    Sets index of the attribute used.
    
    Parameters:
    attIndex - the index of the attribute
  - numValuesTipText
```
public String numValuesTipText()
```
    Returns the tip text for this property
    
    Returns:
    tip text for this property suitable for displaying in the explorer/experimenter gui
  - getNumValues
```
public int getNumValues()
```
    Gets how many values are retained
    
    Returns:
    how many values are retained
  - setNumValues
```
public void setNumValues(int numValues)
```
    Sets how many values are retained
    
    Parameters:
    numValues - the number of values to retain
  - useLeastValuesTipText
```
public String useLeastValuesTipText()
```
    Returns the tip text for this property
    
    Returns:
    tip text for this property suitable for displaying in the explorer/experimenter gui
  - getUseLeastValues
```
public boolean getUseLeastValues()
```
    Gets whether to use values with least or most instances
    
    Returns:
    true if values with least instances are retained
  - setUseLeastValues
```
public void setUseLeastValues(boolean leastValues)
```
    Sets whether to use values with least or most instances
    
    Parameters:
    leastValues - whether values with least or most instances are retained
  - modifyHeaderTipText
```
public String modifyHeaderTipText()
```
    Returns the tip text for this property
    
    Returns:
    tip text for this property suitable for displaying in the explorer/experimenter gui
  - getModifyHeader
```
public boolean getModifyHeader()
```
    Gets whether the header will be modified when selecting on nominal attributes.
    
    Returns:
    true if so.
  - setModifyHeader
```
public void setModifyHeader(boolean newModifyHeader)
```
    Sets whether the header will be modified when selecting on nominal attributes.
    
    Parameters:
    newModifyHeader - true if so.
  - 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 values should be removed or kept. If true the selected values are kept and unselected values are deleted.
    
    Parameters:
    invert - the new invert setting
  - isNominal
```
public boolean isNominal()
```
    Returns true if selection attribute is nominal.
    
    Returns:
    true if selection attribute is nominal
  - determineValues
```
public void determineValues(Instances inst)
```
    determines the values to retain, it is always at least 1 and up to the maximum number of distinct values
    
    Parameters:
    inst - the Instances to determine the values from which are kept
  - 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 can be collected immediately
    
    Throws:
    
    UnsupportedAttributeTypeException - if the specified attribute is not nominal.
    
    Exception - if the inputFormat can't be set successfully
  - input
```
public boolean input(Instance instance)
```
    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 format has been set.
  - 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:
    
    IllegalStateException - if no input structure has been defined
  - 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

Class RemoveFrequentValues

Constructor Summary

Method Summary

Methods inherited from class weka.filters.Filter

Methods inherited from class java.lang.Object

Constructor Detail

RemoveFrequentValues

Method Detail

globalInfo

listOptions

setOptions

getOptions

attributeIndexTipText

getAttributeIndex

setAttributeIndex

numValuesTipText

getNumValues

setNumValues

useLeastValuesTipText

getUseLeastValues

setUseLeastValues

modifyHeaderTipText

getModifyHeader

setModifyHeader

invertSelectionTipText

getInvertSelection

setInvertSelection

isNominal

determineValues

getCapabilities

setInputFormat

input

batchFinished

getRevision

main