public class SpreadSubsample extends Filter implements SupervisedFilter, OptionHandler
-S <num> Specify the random number seed (default 1)
-M <num> The maximum class distribution spread. 0 = no maximum spread, 1 = uniform distribution, 10 = allow at most a 10:1 ratio between the classes (default 0)
-W Adjust weights so that total weight per class is maintained. Individual instance weighting is not preserved. (default no weights adjustment
-X <num> The maximum count for any class value (default 0 = unlimited).
Constructor and Description |
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SpreadSubsample() |
Modifier and Type | Method and Description |
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String |
adjustWeightsTipText()
Returns the tip text for this property
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boolean |
batchFinished()
Signify that this batch of input to the filter is finished.
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String |
distributionSpreadTipText()
Returns the tip text for this property
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boolean |
getAdjustWeights()
Returns true if instance weights will be adjusted to maintain
total weight per class.
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Capabilities |
getCapabilities()
Returns the Capabilities of this filter.
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double |
getDistributionSpread()
Gets the value for the distribution spread
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double |
getMaxCount()
Gets the value for the max count
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String[] |
getOptions()
Gets the current settings of the filter.
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int |
getRandomSeed()
Gets the random number seed.
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String |
getRevision()
Returns the revision string.
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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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Enumeration |
listOptions()
Returns an enumeration describing the available options.
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static void |
main(String[] argv)
Main method for testing this class.
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String |
maxCountTipText()
Returns the tip text for this property
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String |
randomSeedTipText()
Returns the tip text for this property
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void |
setAdjustWeights(boolean newAdjustWeights)
Sets whether the instance weights will be adjusted to maintain
total weight per class.
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void |
setDistributionSpread(double spread)
Sets the value for the distribution spread
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boolean |
setInputFormat(Instances instanceInfo)
Sets the format of the input instances.
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void |
setMaxCount(double maxcount)
Sets the value for the max count
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void |
setOptions(String[] options)
Parses a given list of options.
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void |
setRandomSeed(int newSeed)
Sets the random number seed.
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batchFilterFile, filterFile, getCapabilities, getOutputFormat, isFirstBatchDone, isNewBatch, isOutputFormatDefined, makeCopies, makeCopy, numPendingOutput, output, outputPeek, toString, useFilter, wekaStaticWrapper
public String globalInfo()
public String adjustWeightsTipText()
public boolean getAdjustWeights()
public void setAdjustWeights(boolean newAdjustWeights)
newAdjustWeights
- whether to adjust weightspublic Enumeration listOptions()
listOptions
in interface OptionHandler
public void setOptions(String[] options) throws Exception
-S <num> Specify the random number seed (default 1)
-M <num> The maximum class distribution spread. 0 = no maximum spread, 1 = uniform distribution, 10 = allow at most a 10:1 ratio between the classes (default 0)
-W Adjust weights so that total weight per class is maintained. Individual instance weighting is not preserved. (default no weights adjustment
-X <num> The maximum count for any class value (default 0 = unlimited).
setOptions
in interface OptionHandler
options
- the list of options as an array of stringsException
- if an option is not supportedpublic String[] getOptions()
getOptions
in interface OptionHandler
public String distributionSpreadTipText()
public void setDistributionSpread(double spread)
spread
- the new distribution spreadpublic double getDistributionSpread()
public String maxCountTipText()
public void setMaxCount(double maxcount)
maxcount
- the new max countpublic double getMaxCount()
public String randomSeedTipText()
public int getRandomSeed()
public void setRandomSeed(int newSeed)
newSeed
- the new random number seed.public Capabilities getCapabilities()
getCapabilities
in interface CapabilitiesHandler
getCapabilities
in class Filter
Capabilities
public boolean setInputFormat(Instances instanceInfo) throws 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).UnassignedClassException
- if no class attribute has been set.UnsupportedClassTypeException
- if the class attribute
is not nominal.Exception
- if the inputFormat can't be set successfullypublic boolean input(Instance instance)
input
in class Filter
instance
- the input instanceIllegalStateException
- if no input structure has been definedpublic boolean batchFinished()
batchFinished
in class Filter
IllegalStateException
- if no input structure has been definedpublic String getRevision()
getRevision
in interface RevisionHandler
getRevision
in class Filter
public static void main(String[] argv)
argv
- should contain arguments to the filter:
use -h for helpCopyright © 2019 University of Waikato, Hamilton, NZ. All rights reserved.