Class NormalizeAdaptive
- java.lang.Object
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- weka.filters.Filter
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- weka.filters.unsupervised.attribute.PotentialClassIgnorer
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- weka.filters.unsupervised.attribute.NormalizeAdaptive
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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 NormalizeAdaptive extends weka.filters.unsupervised.attribute.PotentialClassIgnorer implements weka.filters.UnsupervisedFilter
Normalizes all numeric values in the given dataset (apart from the class attribute, if set). The resulting values are in [0,1] for the data used to compute the normalization intervals.
- Version:
- $Revision$
- Author:
- Eibe Frank ([email protected])
- See Also:
- Serialized Form
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Constructor Summary
Constructors Constructor Description NormalizeAdaptive()
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Method Summary
All Methods Static Methods Instance Methods Concrete Methods Modifier and Type Method Description boolean
batchFinished()
Signify that this batch of input to the filter is finished.weka.core.Capabilities
getCapabilities()
Returns the Capabilities of this filter.int
getClassIndex()
String
getRevision()
double
getScale()
String
globalInfo()
Returns a string describing this filterboolean
input(weka.core.Instance instance)
Input an instance for filtering.static void
main(String[] argv)
Main method for testing this class.void
setClassIndex(int classIndex)
boolean
setInputFormat(weka.core.Instances instanceInfo)
Sets the format of the input instances.void
setScale(double fScale)
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Methods inherited from class weka.filters.unsupervised.attribute.PotentialClassIgnorer
getIgnoreClass, getOptions, getOutputFormat, ignoreClassTipText, listOptions, setIgnoreClass, setOptions
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Methods inherited from class weka.filters.Filter
batchFilterFile, bufferInput, copyValues, copyValues, debugTipText, doNotCheckCapabilitiesTipText, filterFile, flushInput, getCapabilities, getDebug, getDoNotCheckCapabilities, getInputFormat, 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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Method Detail
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globalInfo
public String globalInfo()
Returns a string describing this filter- Returns:
- a description of the filter 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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setInputFormat
public boolean setInputFormat(weka.core.Instances instanceInfo) throws Exception
Sets the format of the input instances.- Overrides:
setInputFormat
in classweka.filters.unsupervised.attribute.PotentialClassIgnorer
- 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:
Exception
- if the input format can't be set successfully
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input
public boolean input(weka.core.Instance instance)
Input an instance for filtering. Filter requires all training instances be read before producing output.- Overrides:
input
in classweka.filters.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.
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batchFinished
public boolean batchFinished()
Signify 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 classweka.filters.Filter
- Returns:
- true if there are instances pending output
- Throws:
IllegalStateException
- if no input structure has been defined
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setScale
public void setScale(double fScale)
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getScale
public double getScale()
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setClassIndex
public void setClassIndex(int classIndex)
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getClassIndex
public int getClassIndex()
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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
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getRevision
public String getRevision()
- Specified by:
getRevision
in interfaceweka.core.RevisionHandler
- Overrides:
getRevision
in classweka.filters.Filter
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