public class NumericTransform extends Filter implements UnsupervisedFilter, StreamableFilter, OptionHandler
-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)
Constructor and Description |
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NumericTransform()
Default constructor -- sets the default transform method
to java.lang.Math.abs().
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Modifier and Type | Method and Description |
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java.lang.String |
attributeIndicesTipText()
Returns the tip text for this property
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java.lang.String |
classNameTipText()
Returns the tip text for this property
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java.lang.String |
getAttributeIndices()
Get the current range selection
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Capabilities |
getCapabilities()
Returns the Capabilities of this filter.
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java.lang.String |
getClassName()
Get the class containing the transformation method.
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boolean |
getInvertSelection()
Get whether the supplied columns are to be transformed or not
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java.lang.String |
getMethodName()
Get the transformation method.
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java.lang.String[] |
getOptions()
Gets the current settings of the filter.
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java.lang.String |
getRevision()
Returns the revision string.
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java.lang.String |
globalInfo()
Returns a string describing this filter
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boolean |
input(Instance instance)
Input an instance for filtering.
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java.lang.String |
invertSelectionTipText()
Returns the tip text for this property
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java.util.Enumeration |
listOptions()
Returns an enumeration describing the available options.
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static void |
main(java.lang.String[] argv)
Main method for testing this class.
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java.lang.String |
methodNameTipText()
Returns the tip text for this property
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void |
setAttributeIndices(java.lang.String rangeList)
Set which attributes are to be transformed (or kept if invert is true).
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void |
setAttributeIndicesArray(int[] attributes)
Set which attributes are to be transformed (or kept if invert is true)
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void |
setClassName(java.lang.String name)
Sets the class containing the transformation method.
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boolean |
setInputFormat(Instances instanceInfo)
Sets the format of the input instances.
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void |
setInvertSelection(boolean invert)
Set whether selected columns should be transformed or not.
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void |
setMethodName(java.lang.String name)
Set the transformation method.
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void |
setOptions(java.lang.String[] options)
Parses a given list of options.
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batchFilterFile, batchFinished, filterFile, getCapabilities, getOutputFormat, isFirstBatchDone, isNewBatch, isOutputFormatDefined, makeCopies, makeCopy, numPendingOutput, output, outputPeek, toString, useFilter, wekaStaticWrapper
public NumericTransform()
public java.lang.String globalInfo()
public Capabilities getCapabilities()
getCapabilities
in interface CapabilitiesHandler
getCapabilities
in class Filter
Capabilities
public boolean setInputFormat(Instances instanceInfo) throws java.lang.Exception
setInputFormat
in class Filter
instanceInfo
- an Instances object containing the input
instance structure (any instances contained in the object are
ignored - only the structure is required).java.lang.Exception
- if the input format can't be set
successfullypublic boolean input(Instance instance) throws java.lang.Exception
input
in class Filter
instance
- the input instancejava.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.public java.util.Enumeration listOptions()
listOptions
in interface OptionHandler
public void setOptions(java.lang.String[] options) throws java.lang.Exception
-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)
setOptions
in interface OptionHandler
options
- the list of options as an array of stringsjava.lang.Exception
- if an option is not supportedpublic java.lang.String[] getOptions()
getOptions
in interface OptionHandler
public java.lang.String classNameTipText()
public java.lang.String getClassName()
public void setClassName(java.lang.String name) throws java.lang.ClassNotFoundException
name
- the name of the classjava.lang.ClassNotFoundException
- if class can't be foundpublic java.lang.String methodNameTipText()
public java.lang.String getMethodName()
public void setMethodName(java.lang.String name) throws java.lang.NoSuchMethodException
name
- the name of the methodjava.lang.NoSuchMethodException
- if method can't be found in classpublic java.lang.String invertSelectionTipText()
public boolean getInvertSelection()
public void setInvertSelection(boolean invert)
invert
- the new invert settingpublic java.lang.String attributeIndicesTipText()
public java.lang.String getAttributeIndices()
public void setAttributeIndices(java.lang.String rangeList)
rangeList
- a string representing the list of attributes. Since
the string will typically come from a user, attributes are indexed from
1. InvalidArgumentException
- if an invalid range list is suppliedpublic void setAttributeIndicesArray(int[] attributes)
attributes
- an array containing indexes of attributes to select.
Since the array will typically come from a program, attributes are indexed
from 0.InvalidArgumentException
- if an invalid set of ranges is suppliedpublic java.lang.String getRevision()
getRevision
in interface RevisionHandler
getRevision
in class Filter
public static void main(java.lang.String[] argv)
argv
- should contain arguments to the filter: use -h for help