NumericTransform

java.lang.Object
- weka.filters.Filter
- - weka.filters.unsupervised.attribute.NumericTransform

All Implemented Interfaces:: java.io.Serializable, CapabilitiesHandler, CapabilitiesIgnorer, CommandlineRunnable, OptionHandler, RevisionHandler, WeightedAttributesHandler, WeightedInstancesHandler, StreamableFilter, UnsupervisedFilter

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

Transforms numeric attributes using a given transformation method.

Valid options are:

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

 -V
  Invert matching sense.

 -C <string>
  Sets the class containing transformation method.
  (default java.lang.Math)

 -M <string>
  Sets the method. (default abs)

Version:: $Revision: 14508 $
Author:: Eibe Frank (eibe@cs.waikato.ac.nz)
See Also:: Serialized Form

Constructor Summary

Constructors
Constructor and Description

NumericTransform()
Default constructor -- sets the default transform method to java.lang.Math.abs().

Constructors
Constructor and Description
`NumericTransform()` Default constructor -- sets the default transform method to java.lang.Math.abs().

Method Summary

All Methods Static Methods Instance Methods Concrete Methods
Modifier and Type	Method and Description
`java.lang.String`	`attributeIndicesTipText()` Returns the tip text for this property
`java.lang.String`	`classNameTipText()` Returns the tip text for this property
`java.lang.String`	`getAttributeIndices()` Get the current range selection
`Capabilities`	`getCapabilities()` Returns the Capabilities of this filter.
`java.lang.String`	`getClassName()` Get the class containing the transformation method.
`boolean`	`getInvertSelection()` Get whether the supplied columns are to be transformed or not
`java.lang.String`	`getMethodName()` Get the transformation method.
`java.lang.String[]`	`getOptions()` Gets the current settings of the filter.
`java.lang.String`	`getRevision()` Returns the revision string.
`java.lang.String`	`globalInfo()` Returns a string describing this filter
`boolean`	`input(Instance instance)` Input an instance for filtering.
`java.lang.String`	`invertSelectionTipText()` Returns the tip text for this property
`java.util.Enumeration<Option>`	`listOptions()` Returns an enumeration describing the available options.
`static void`	`main(java.lang.String[] argv)` Main method for testing this class.
`java.lang.String`	`methodNameTipText()` Returns the tip text for this property
`void`	`setAttributeIndices(java.lang.String rangeList)` Set which attributes are to be transformed (or kept if invert is true).
`void`	`setAttributeIndicesArray(int[] attributes)` Set which attributes are to be transformed (or kept if invert is true)
`void`	`setClassName(java.lang.String name)` Sets the class containing the transformation method.
`boolean`	`setInputFormat(Instances instanceInfo)` Sets the format of the input instances.
`void`	`setInvertSelection(boolean invert)` Set whether selected columns should be transformed or not.
`void`	`setMethodName(java.lang.String name)` Set the transformation method.
`void`	`setOptions(java.lang.String[] options)` Parses a given list of options.

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
  - NumericTransform
```
public NumericTransform()
```
    Default constructor -- sets the default transform method to java.lang.Math.abs().
- Method Detail
  - globalInfo
```
public java.lang.String globalInfo()
```
    Returns a string describing this filter
    
    Returns:
    
    a description of the filter suitable for displaying in the explorer/experimenter gui
  - 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 java.lang.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:
    
    java.lang.Exception - if the input format can't be set successfully
  - input
```
public boolean input(Instance instance)
              throws java.lang.Exception
```
    Input an instance for filtering. The instance is processed and made available for output immediately.
    
    Overrides:
    
    input in class Filter
    
    Parameters:
    
    instance - the input instance
    
    Returns:
    
    true if the filtered instance may now be collected with output().
    
    Throws:
    
    java.lang.IllegalStateException - if no input format has been set.
    
    java.lang.reflect.InvocationTargetException - if there is a problem applying the configured transform method.
    
    java.lang.NullPointerException - if the input format has not been defined.
    
    java.lang.Exception - if the input instance was not of the correct format or if there was a problem with the filtering.
  - 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 given list of options.
    Valid options are:
```
 -R <index1,index2-index4,...>
  Specify list of columns to transform. First and last are
  valid indexes (default none). Non-numeric columns are 
  skipped.
 
```
```
 -V
  Invert matching sense.
 
```
```
 -C <string>
  Sets the class containing transformation method.
  (default java.lang.Math)
 
```
```
 -M <string>
  Sets the method. (default abs)
 
```
    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
  - classNameTipText
```
public java.lang.String classNameTipText()
```
    Returns the tip text for this property
    
    Returns:
    
    tip text for this property suitable for displaying in the explorer/experimenter gui
  - getClassName
```
public java.lang.String getClassName()
```
    Get the class containing the transformation method.
    
    Returns:
    
    string describing the class
  - setClassName
```
public void setClassName(java.lang.String name)
                  throws java.lang.ClassNotFoundException
```
    Sets the class containing the transformation method.
    
    Parameters:
    
    name - the name of the class
    
    Throws:
    
    java.lang.ClassNotFoundException - if class can't be found
  - methodNameTipText
```
public java.lang.String methodNameTipText()
```
    Returns the tip text for this property
    
    Returns:
    
    tip text for this property suitable for displaying in the explorer/experimenter gui
  - getMethodName
```
public java.lang.String getMethodName()
```
    Get the transformation method.
    
    Returns:
    
    string describing the transformation method.
  - setMethodName
```
public void setMethodName(java.lang.String name)
                   throws java.lang.NoSuchMethodException
```
    Set the transformation method.
    
    Parameters:
    
    name - the name of the method
    
    Throws:
    
    java.lang.NoSuchMethodException - if method can't be found in class
  - invertSelectionTipText
```
public java.lang.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 transformed or not
    
    Returns:
    
    true if the supplied columns will be kept
  - setInvertSelection
```
public void setInvertSelection(boolean invert)
```
    Set whether selected columns should be transformed or not.
    
    Parameters:
    
    invert - the new invert setting
  - attributeIndicesTipText
```
public java.lang.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 java.lang.String getAttributeIndices()
```
    Get the current range selection
    
    Returns:
    
    a string containing a comma separated list of ranges
  - setAttributeIndices
```
public void setAttributeIndices(java.lang.String rangeList)
```
    Set which attributes are to be transformed (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 transformed (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 java.lang.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(java.lang.String[] argv)
```
    Main method for testing this class.
    
    Parameters:
    
    argv - should contain arguments to the filter: use -h for help

Class NumericTransform

Constructor Summary

Method Summary

Methods inherited from class weka.filters.Filter

Methods inherited from class java.lang.Object

Methods inherited from interface weka.core.OptionHandler

Constructor Detail

NumericTransform

Method Detail

globalInfo

getCapabilities

setInputFormat

input

listOptions

setOptions

getOptions

classNameTipText

getClassName

setClassName

methodNameTipText

getMethodName

setMethodName

invertSelectionTipText

getInvertSelection

setInvertSelection

attributeIndicesTipText

getAttributeIndices

setAttributeIndices

setAttributeIndicesArray

getRevision

main