Package weka.filters.unsupervised.attribute

Class TimeSeriesDelta

java.lang.Object

weka.filters.Filter

weka.filters.unsupervised.attribute.AbstractTimeSeries

weka.filters.unsupervised.attribute.TimeSeriesTranslate

weka.filters.unsupervised.attribute.TimeSeriesDelta

All Implemented Interfaces:

Serializable, CapabilitiesHandler, CapabilitiesIgnorer, CommandlineRunnable, OptionHandler, RevisionHandler, WeightedAttributesHandler, WeightedInstancesHandler, UnsupervisedFilter

public class TimeSeriesDelta
extends TimeSeriesTranslate

An instance filter that assumes instances form time-series data and replaces attribute values in the current instance with the difference between the current value and the equivalent attribute attribute value of some previous (or future) instance. For instances where the time-shifted value is unknown either the instance may be dropped, or missing values used. Skips the class attribute if it is set.

Valid options are:

 -R <index1,index2-index4,...>
  Specify list of columns to translate in time. First and
  last are valid indexes. (default none)

 -V
  Invert matching sense (i.e. calculate for all non-specified columns)

 -I <num>
  The number of instances forward to translate values
  between. A negative number indicates taking values from
  a past instance. (default -1)

 -M
  For instances at the beginning or end of the dataset where
  the translated values are not known, remove those instances
  (default is to use missing values).

Version:

$Revision$

Author:

Len Trigg (trigg@cs.waikato.ac.nz)

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor	Description
TimeSeriesDelta()

Method Summary

Modifier and Type	Method	Description
Capabilities	getCapabilities()	Returns the Capabilities of this filter.
String	getRevision()	Returns the revision string.
String	globalInfo()	Returns a string describing this classifier
static void	main(String[] argv)	Main method for testing this class.
boolean	setInputFormat(Instances instanceInfo)	Sets the format of the input instances.

Methods inherited from class weka.filters.unsupervised.attribute.AbstractTimeSeries

attributeIndicesTipText, batchFinished, fillWithMissingTipText, getAttributeIndices, getFillWithMissing, getInstanceRange, getInvertSelection, getOptions, input, instanceRangeTipText, invertSelectionTipText, listOptions, setAttributeIndices, setAttributeIndicesArray, setFillWithMissing, setInstanceRange, setInvertSelection, setOptions

Methods inherited from class weka.filters.Filter

batchFilterFile, debugTipText, doNotCheckCapabilitiesTipText, filterFile, getCapabilities, getCopyOfInputFormat, getDebug, getDoNotCheckCapabilities, getOutputFormat, isFirstBatchDone, isNewBatch, isOutputFormatDefined, makeCopies, makeCopy, mayRemoveInstanceAfterFirstBatchDone, numPendingOutput, output, outputPeek, postExecution, preExecution, run, runFilter, setDebug, setDoNotCheckCapabilities, toString, useFilter, wekaStaticWrapper

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, wait, wait, wait

Constructor Detail

TimeSeriesDelta

public TimeSeriesDelta()

Method Detail

globalInfo

public String globalInfo()

Returns a string describing this classifier

Overrides:

globalInfo in class TimeSeriesTranslate

Returns:

a description of the classifier 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 TimeSeriesTranslate

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 TimeSeriesTranslate

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:

UnsupportedAttributeTypeException - if selected attributes are not numeric.

Exception - if the format couldn't be set successfully

getRevision

public String getRevision()

Returns the revision string.

Specified by:

getRevision in interface RevisionHandler

Overrides:

getRevision in class TimeSeriesTranslate

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