Class Scale
- java.lang.Object
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- weka.filters.Filter
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- weka.filters.SimpleFilter
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- weka.filters.SimpleStreamFilter
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- weka.filters.unsupervised.instance.Scale
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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.StreamableFilter
,weka.filters.UnsupervisedFilter
public class Scale extends weka.filters.SimpleStreamFilter implements weka.filters.UnsupervisedFilter
Scales all numeric attributes between the specified min/max.
Valid options are:
-min <double> Specifies the minimum that the values should have. (default: 0.0)
-max <double> Specifies the maximum that the values should have. (default: 1.0)
- Version:
- $Revision$
- Author:
- fracpete (fracpete at waikato dot ac dot nz)
- See Also:
- Serialized Form
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Constructor Summary
Constructors Constructor Description Scale()
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Method Summary
All Methods Static Methods Instance Methods Concrete Methods Modifier and Type Method Description protected weka.core.Instances
determineOutputFormat(weka.core.Instances inputFormat)
Determines the output format based on the input format and returns this.weka.core.Capabilities
getCapabilities()
Returns the Capabilities of this filter.double
getMax()
Returns the maximum for the values.double
getMin()
Returns the minimum for the values.String[]
getOptions()
Gets the current settings of the filter.String
getRevision()
Returns the revision string.String
globalInfo()
Returns a string describing this filter.Enumeration
listOptions()
Returns an enumeration describing the available options.static void
main(String[] args)
Main method for testing this class.String
maxTipText()
Returns the tip text for this property.String
minTipText()
Returns the tip text for this property.protected weka.core.Instance
process(weka.core.Instance instance)
processes the given instance (may change the provided instance) and returns the modified version.void
setMax(double value)
Sets the maximum for the values.void
setMin(double value)
Sets the minimum for the values.void
setOptions(String[] options)
Parses a given list of options.-
Methods inherited from class weka.filters.SimpleStreamFilter
batchFinished, hasImmediateOutputFormat, input, preprocess, process
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Methods inherited from class weka.filters.Filter
batchFilterFile, bufferInput, copyValues, copyValues, debugTipText, doNotCheckCapabilitiesTipText, filterFile, flushInput, getCapabilities, getDebug, getDoNotCheckCapabilities, getInputFormat, getOutputFormat, 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.- Specified by:
globalInfo
in classweka.filters.SimpleFilter
- Returns:
- a description of the filter suitable for displaying in the explorer/experimenter gui
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listOptions
public Enumeration listOptions()
Returns an enumeration describing the available options.- Specified by:
listOptions
in interfaceweka.core.OptionHandler
- Overrides:
listOptions
in classweka.filters.Filter
- Returns:
- an enumeration of all the available options.
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setOptions
public void setOptions(String[] options) throws Exception
Parses a given list of options.
Valid options are:
-min <double> Specifies the minimum that the values should have. (default: 0.0)
-max <double> Specifies the maximum that the values should have. (default: 1.0)
- Specified by:
setOptions
in interfaceweka.core.OptionHandler
- Overrides:
setOptions
in classweka.filters.Filter
- Parameters:
options
- the list of options as an array of string.s- Throws:
Exception
- if an option is not supported.
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getOptions
public String[] getOptions()
Gets the current settings of the filter.- Specified by:
getOptions
in interfaceweka.core.OptionHandler
- Overrides:
getOptions
in classweka.filters.Filter
- Returns:
- an array of strings suitable for passing to setOptions.
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setMin
public void setMin(double value)
Sets the minimum for the values.- Parameters:
value
- the minimum
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getMin
public double getMin()
Returns the minimum for the values.- Returns:
- the minimum
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minTipText
public String minTipText()
Returns the tip text for this property.- Returns:
- tip text for this property suitable for displaying in the explorer/experimenter gui
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setMax
public void setMax(double value)
Sets the maximum for the values.- Parameters:
value
- the maximum
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getMax
public double getMax()
Returns the maximum for the values.- Returns:
- the maximum
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maxTipText
public String maxTipText()
Returns the tip text for this property.- Returns:
- tip text for this property suitable for displayaxg ax 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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determineOutputFormat
protected weka.core.Instances determineOutputFormat(weka.core.Instances inputFormat) throws Exception
Determines the output format based on the input format and returns this.- Specified by:
determineOutputFormat
in classweka.filters.SimpleStreamFilter
- Parameters:
inputFormat
- the input format to base the output format on- Returns:
- the output format
- Throws:
Exception
- in case the determination goes wrong
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process
protected weka.core.Instance process(weka.core.Instance instance) throws Exception
processes the given instance (may change the provided instance) and returns the modified version.- Specified by:
process
in classweka.filters.SimpleStreamFilter
- Parameters:
instance
- the instance to process- Returns:
- the modified data
- Throws:
Exception
- in case the processing goes wrong
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getRevision
public String getRevision()
Returns the revision string.- Specified by:
getRevision
in interfaceweka.core.RevisionHandler
- Overrides:
getRevision
in classweka.filters.Filter
- Returns:
- the revision
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main
public static void main(String[] args)
Main method for testing this class.- Parameters:
args
- should contain arguments to the filter: use -h for help
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